From 3d3a8b9608af9f7aea30bcd9e115dcf37379a5d6 Mon Sep 17 00:00:00 2001
From: Logan <logan.markewich@live.com>
Date: Tue, 26 Mar 2024 20:55:41 -0600
Subject: [PATCH] v0.10.24 (#12291)

---
 CHANGELOG.md                                  |  41 +++++
 CONTRIBUTING.md                               |   2 +-
 docs/docs/CHANGELOG.md                        |  41 +++++
 docs/docs/CONTRIBUTING.md                     |   2 +-
 docs/docs/api_reference/packs/raft_dataset.md |   4 +
 .../postprocessor/voyageai_rerank.md          |   4 +
 docs/docs/api_reference/readers/gcs.md        |   4 +
 docs/docs/api_reference/readers/readme.md     |   4 +
 .../storage/docstore/elasticsearch.md         |   4 +
 .../storage/index_store/elasticsearch.md      |   4 +
 .../storage/vector_store/analyticdb.md        |   4 +
 docs/docs/community/integrations/uptrain.md   |   2 +-
 .../community/integrations/vector_stores.md   |   4 +-
 ...nd_query_pipeline_with_HyDE_for_PDFs.ipynb |   4 +-
 .../agent_runner_rag_controllable.ipynb       |   6 +-
 .../openai_agent_context_retrieval.ipynb      |   6 +-
 .../agent/openai_agent_query_plan.ipynb       |   6 +-
 .../agent/openai_agent_tool_call_parser.ipynb |   2 +-
 .../openai_agent_with_query_engine.ipynb      |   4 +-
 .../agent/openai_assistant_agent.ipynb        |  12 +-
 .../openai_assistant_query_cookbook.ipynb     |   2 +-
 .../agent/react_agent_with_query_engine.ipynb |   4 +-
 .../docs/examples/callbacks/AimCallback.ipynb |   2 +-
 .../callbacks/HoneyHiveLlamaIndexTracer.ipynb |   2 +-
 .../callbacks/LangfuseCallbackHandler.ipynb   |   2 +-
 .../callbacks/LlamaDebugHandler.ipynb         |   4 +-
 .../callbacks/OpenInferenceCallback.ipynb     |   4 +-
 .../docs/examples/callbacks/OpenLLMetry.ipynb |   6 +-
 .../callbacks/PromptLayerHandler.ipynb        |   6 +-
 .../callbacks/TokenCountingHandler.ipynb      |   4 +-
 .../examples/callbacks/UpTrainCallback.ipynb  |   2 +-
 .../callbacks/WandbCallbackHandler.ipynb      |   2 +-
 .../chat_engine/chat_engine_best.ipynb        |   6 +-
 .../chat_engine_condense_plus_context.ipynb   |   4 +-
 .../chat_engine_condense_question.ipynb       |   4 +-
 .../chat_engine/chat_engine_context.ipynb     |   4 +-
 .../chat_engine/chat_engine_openai.ipynb      |   6 +-
 .../chat_engine/chat_engine_personality.ipynb |   2 +-
 .../chat_engine/chat_engine_react.ipynb       |   4 +-
 .../chat_engine/chat_engine_repl.ipynb        |   2 +-
 .../citation/pdf_page_reference.ipynb         |   4 +-
 .../examples/cookbooks/anthropic_haiku.ipynb  |   4 +-
 docs/docs/examples/cookbooks/mistralai.ipynb  |   8 +-
 .../cookbooks/mixedbread_reranker.ipynb       |   4 +-
 .../customization/llms/AzureOpenAI.ipynb      |   2 +-
 .../llms/SimpleIndexDemo-ChatGPT.ipynb        |   4 +-
 .../SimpleIndexDemo-Huggingface_camel.ipynb   |   4 +-
 ...SimpleIndexDemo-Huggingface_stablelm.ipynb |   4 +-
 .../customization/prompts/chat_prompts.ipynb  |   4 +-
 .../prompts/completion_prompts.ipynb          |   4 +-
 .../streaming/SimpleIndexDemo-streaming.ipynb |   4 +-
 ...ne_condense_question_stream_response.ipynb |   4 +-
 .../data_connectors/DatabaseReaderDemo.ipynb  |   2 +-
 .../examples/data_connectors/MakeDemo.ipynb   |   4 +-
 .../data_connectors/MboxReaderDemo.ipynb      |   2 +-
 .../data_connectors/MilvusReaderDemo.ipynb    |   2 +-
 .../data_connectors/MyScaleReaderDemo.ipynb   |   2 +-
 .../data_connectors/ObsidianReaderDemo.ipynb  |   2 +-
 .../data_connectors/PsychicDemo.ipynb         |   2 +-
 .../data_connectors/html_tag_reader.ipynb     |   2 +-
 .../simple_directory_reader.ipynb             |  12 +-
 .../simple_directory_reader_remote_fs.ipynb   |  12 +-
 .../help_channel_dump_05_25_23.json           |   6 +-
 .../help_channel_dump_06_02_23.json           |  10 +-
 .../docs/examples/docstore/DocstoreDemo.ipynb |   4 +-
 .../docstore/DynamoDBDocstoreDemo.ipynb       |   4 +-
 .../examples/docstore/FirestoreDemo.ipynb     |   4 +-
 .../examples/docstore/MongoDocstoreDemo.ipynb |   4 +-
 .../RedisDocstoreIndexStoreDemo.ipynb         |   4 +-
 docs/docs/examples/embeddings/Anyscale.ipynb  |   2 +-
 docs/docs/examples/embeddings/Langchain.ipynb |   2 +-
 docs/docs/examples/embeddings/OpenAI.ipynb    |   2 +-
 .../docs/examples/embeddings/alephalpha.ipynb |   2 +-
 docs/docs/examples/embeddings/bedrock.ipynb   |   2 +-
 docs/docs/examples/embeddings/cohereai.ipynb  |   4 +-
 .../embeddings/custom_embeddings.ipynb        |   4 +-
 docs/docs/examples/embeddings/fireworks.ipynb |   2 +-
 docs/docs/examples/embeddings/gradient.ipynb  |   2 +-
 .../embeddings/jinaai_embeddings.ipynb        |   2 +-
 docs/docs/examples/embeddings/nomic.ipynb     |   4 +-
 .../embeddings/ollama_embedding.ipynb         |   2 +-
 docs/docs/examples/embeddings/together.ipynb  |   2 +-
 .../examples/evaluation/BeirEvaluation.ipynb  |   2 +-
 docs/docs/examples/evaluation/Deepeval.ipynb  |   2 +-
 .../evaluation/HotpotQADistractor.ipynb       |   2 +-
 .../evaluation/QuestionGeneration.ipynb       |   4 +-
 .../docs/examples/evaluation/RetryQuery.ipynb |   4 +-
 .../answer_and_context_relevancy.ipynb        |   2 +-
 .../evaluation/correctness_eval.ipynb         |   2 +-
 .../examples/evaluation/guideline_eval.ipynb  |   2 +-
 .../evaluation/mt_bench_human_judgement.ipynb |   2 +-
 .../evaluation/mt_bench_single_grading.ipynb  |   2 +-
 .../multi_modal_rag_evaluation.ipynb          |   2 +-
 .../evaluation/retrieval/retriever_eval.ipynb |   2 +-
 .../embeddings/finetune_embedding.ipynb       |   4 +-
 .../finetune_embedding_adapter.ipynb          |   4 +-
 .../openai_fine_tuning_functions.ipynb        |   2 +-
 .../rerankers/cohere_custom_reranker.ipynb    |   4 +-
 .../doc_summary/DocSummary.ipynb              |   2 +-
 .../struct_indices/SQLIndexDemo.ipynb         |   2 +-
 .../struct_indices/duckdb_sql_query.ipynb     |   2 +-
 .../advanced_ingestion_pipeline.ipynb         |   2 +-
 .../ingestion/async_ingestion_pipeline.ipynb  |   2 +-
 ...arallel_execution_ingestion_pipeline.ipynb |   2 +-
 .../instrumentation/basic_usage.ipynb         |   2 +-
 .../ragdataset_submission_template.ipynb      |   4 +-
 .../uploading_llama_dataset.ipynb             |   2 +-
 .../llama_hub/llama_pack_resume.ipynb         |   2 +-
 .../llama_hub/llama_packs_example.ipynb       |   2 +-
 docs/docs/examples/llm/alephalpha.ipynb       |   2 +-
 docs/docs/examples/llm/anthropic.ipynb        |   2 +-
 docs/docs/examples/llm/anyscale.ipynb         |   2 +-
 docs/docs/examples/llm/azure_openai.ipynb     |   2 +-
 docs/docs/examples/llm/fireworks.ipynb        |   2 +-
 .../examples/llm/fireworks_cookbook.ipynb     |   2 +-
 .../examples/llm/gradient_base_model.ipynb    |   2 +-
 .../examples/llm/gradient_model_adapter.ipynb |   2 +-
 docs/docs/examples/llm/groq.ipynb             |   2 +-
 docs/docs/examples/llm/langchain.ipynb        |   2 +-
 docs/docs/examples/llm/litellm.ipynb          |   2 +-
 docs/docs/examples/llm/llama_2.ipynb          |   2 +-
 .../docs/examples/llm/llama_2_llama_cpp.ipynb |   2 +-
 .../examples/llm/llama_2_rap_battle.ipynb     |   2 +-
 docs/docs/examples/llm/llama_api.ipynb        |   2 +-
 docs/docs/examples/llm/llm_predictor.ipynb    |   2 +-
 docs/docs/examples/llm/mistralai.ipynb        |   2 +-
 docs/docs/examples/llm/monsterapi.ipynb       |   2 +-
 docs/docs/examples/llm/neutrino.ipynb         |   2 +-
 docs/docs/examples/llm/nvidia_tensorrt.ipynb  |   2 +-
 docs/docs/examples/llm/nvidia_triton.ipynb    |   2 +-
 docs/docs/examples/llm/ollama.ipynb           |   2 +-
 docs/docs/examples/llm/ollama_gemma.ipynb     |   2 +-
 docs/docs/examples/llm/openai.ipynb           |   2 +-
 docs/docs/examples/llm/openrouter.ipynb       |   2 +-
 docs/docs/examples/llm/palm.ipynb             |   2 +-
 docs/docs/examples/llm/portkey.ipynb          |   4 +-
 docs/docs/examples/llm/predibase.ipynb        |   4 +-
 docs/docs/examples/llm/rungpt.ipynb           |   2 +-
 docs/docs/examples/llm/together.ipynb         |   2 +-
 docs/docs/examples/llm/vicuna.ipynb           |   2 +-
 docs/docs/examples/low_level/ingestion.ipynb  |   2 +-
 .../low_level/response_synthesis.ipynb        |   2 +-
 docs/docs/examples/low_level/retrieval.ipynb  |   2 +-
 docs/docs/examples/managed/GoogleDemo.ipynb   |   2 +-
 .../managed/manage_retrieval_benchmark.ipynb  |   2 +-
 docs/docs/examples/managed/vectaraDemo.ipynb  |   2 +-
 docs/docs/examples/managed/zcpDemo.ipynb      |   2 +-
 .../EntityExtractionClimate.ipynb             |   2 +-
 .../MetadataExtractionSEC.ipynb               |   2 +-
 .../MetadataExtraction_LLMSurvey.ipynb        |   2 +-
 .../azure_openai_multi_modal.ipynb            |   2 +-
 .../multi_modal/gpt4v_experiments_cot.ipynb   |   6 +-
 docs/docs/examples/multi_modal/mm_agent.ipynb |   2 +-
 .../node_parsers/semantic_chunking.ipynb      |   4 +-
 .../node_postprocessor/CohereRerank.ipynb     |   2 +-
 .../node_postprocessor/ColbertRerank.ipynb    |   2 +-
 .../FlagEmbeddingReranker.ipynb               |   2 +-
 .../LLMReranker-Lyft-10k.ipynb                |   2 +-
 .../LongContextReorder.ipynb                  |   2 +-
 .../PrevNextPostprocessorDemo.ipynb           |   2 +-
 .../SentenceTransformerRerank.ipynb           |   2 +-
 docs/docs/examples/objects/object_index.ipynb |   2 +-
 .../output_parsing/GuardrailsDemo.ipynb       |   2 +-
 .../LangchainOutputParserDemo.ipynb           |   4 +-
 .../guidance_sub_question.ipynb               |   4 +-
 .../param_optimizer/param_optimizer.ipynb     |   2 +-
 .../pipeline/query_pipeline_async.ipynb       |   4 +-
 .../pipeline/query_pipeline_pandas.ipynb      |   4 +-
 .../pipeline/query_pipeline_routing.ipynb     |   4 +-
 docs/docs/examples/prompts/prompt_mixin.ipynb |   2 +-
 .../query_engine/CustomRetrievers.ipynb       |   6 +-
 .../query_engine/JSONalyze_query_engine.ipynb |   2 +-
 .../query_engine/JointQASummary.ipynb         |   4 +-
 .../RetrieverRouterQueryEngine.ipynb          |   2 +-
 .../SQLAutoVectorQueryEngine.ipynb            |   2 +-
 .../query_engine/SQLJoinQueryEngine.ipynb     |   2 +-
 .../query_engine/SQLRouterQueryEngine.ipynb   |   2 +-
 .../query_engine/citation_query_engine.ipynb  |   4 +-
 .../query_engine/custom_query_engine.ipynb    |   2 +-
 .../query_engine/ensemble_query_engine.ipynb  |   2 +-
 .../query_engine/flare_query_engine.ipynb     |   4 +-
 .../query_engine/json_query_engine.ipynb      |   2 +-
 .../knowledge_graph_rag_query_engine.ipynb    |   2 +-
 .../query_engine/pandas_query_engine.ipynb    |   6 +-
 .../pgvector_sql_query_engine.ipynb           |   2 +-
 .../query_engine/pydantic_query_engine.ipynb  |   2 +-
 .../sub_question_query_engine.ipynb           |   6 +-
 .../HyDEQueryTransformDemo.ipynb              |   4 +-
 .../SimpleIndexDemo-multistep.ipynb           |   4 +-
 .../query_transform_cookbook.ipynb            |   2 +-
 .../custom_prompt_synthesizer.ipynb           |   2 +-
 .../long_context_test.ipynb                   |   8 +-
 .../pydantic_tree_summarize.ipynb             |   2 +-
 .../response_synthesizers/refine.ipynb        |   4 +-
 .../structured_refine.ipynb                   |   2 +-
 .../tree_summarize.ipynb                      |   4 +-
 .../retrievers/auto_merging_retriever.ipynb   |   2 +-
 .../examples/retrievers/bm25_retriever.ipynb  |   4 +-
 .../multi_doc_together_hybrid.ipynb           |   2 +-
 .../retrievers/reciprocal_rerank_fusion.ipynb |   4 +-
 .../recursive_retriever_nodes.ipynb           |   2 +-
 .../relative_score_dist_fusion.ipynb          |   2 +-
 .../retrievers/router_retriever.ipynb         |   2 +-
 .../examples/tools/OnDemandLoaderTool.ipynb   |   2 +-
 .../tools/eval_query_engine_tool.ipynb        |   6 +-
 .../examples/usecases/10k_sub_question.ipynb  |   4 +-
 .../examples/usecases/10q_sub_question.ipynb  |   6 +-
 .../vector_stores/AstraDBIndexDemo.ipynb      |   2 +-
 .../examples/vector_stores/AwadbDemo.ipynb    |   2 +-
 .../AzureAISearchIndexDemo.ipynb              |   2 +-
 .../AzureCosmosDBMongoDBvCoreDemo.ipynb       |   2 +-
 .../vector_stores/BagelIndexDemo.ipynb        |   2 +-
 .../BaiduVectorDBIndexDemo.ipynb              |   2 +-
 .../vector_stores/CassandraIndexDemo.ipynb    |   4 +-
 .../vector_stores/ChromaFireworksNomic.ipynb  |   4 +-
 .../vector_stores/ChromaIndexDemo.ipynb       |   2 +-
 .../vector_stores/ClickHouseIndexDemo.ipynb   |   4 +-
 .../vector_stores/DashvectorIndexDemo.ipynb   |   2 +-
 .../DatabricksVectorSearchDemo.ipynb          |   2 +-
 .../vector_stores/DeepLakeIndexDemo.ipynb     |   2 +-
 .../vector_stores/DocArrayHnswIndexDemo.ipynb |   2 +-
 .../DocArrayInMemoryIndexDemo.ipynb           |   2 +-
 .../examples/vector_stores/DuckDBDemo.ipynb   |   4 +-
 .../ElasticsearchIndexDemo.ipynb              |   2 +-
 .../vector_stores/Elasticsearch_demo.ipynb    |   2 +-
 .../vector_stores/EpsillaIndexDemo.ipynb      |   2 +-
 .../vector_stores/FaissIndexDemo.ipynb        |   2 +-
 .../vector_stores/LanceDBIndexDemo.ipynb      |   2 +-
 .../vector_stores/LanternIndexDemo.ipynb      |   2 +-
 .../vector_stores/MetalIndexDemo.ipynb        |   2 +-
 .../vector_stores/MilvusIndexDemo.ipynb       |   2 +-
 .../MongoDBAtlasVectorSearch.ipynb            |   2 +-
 .../vector_stores/MyScaleIndexDemo.ipynb      |   2 +-
 .../vector_stores/Neo4jVectorDemo.ipynb       |   4 +-
 .../vector_stores/OpensearchDemo.ipynb        |   2 +-
 .../vector_stores/PGVectoRsDemo.ipynb         |   2 +-
 .../PineconeIndexDemo-Hybrid.ipynb            |   2 +-
 .../vector_stores/PineconeIndexDemo.ipynb     |   4 +-
 .../vector_stores/QdrantIndexDemo.ipynb       |   2 +-
 .../vector_stores/RedisIndexDemo.ipynb        |   2 +-
 .../vector_stores/SimpleIndexDemo.ipynb       |   4 +-
 .../SimpleIndexDemoLlama-Local.ipynb          |   2 +-
 .../vector_stores/SimpleIndexDemoMMR.ipynb    |   2 +-
 .../vector_stores/SimpleIndexOnS3.ipynb       |   2 +-
 .../SupabaseVectorIndexDemo.ipynb             |   2 +-
 .../vector_stores/TairIndexDemo.ipynb         |   2 +-
 .../TencentVectorDBIndexDemo.ipynb            |   2 +-
 .../vector_stores/Timescalevector.ipynb       |   2 +-
 .../vector_stores/TxtaiIndexDemo.ipynb        |   2 +-
 .../vector_stores/TypesenseDemo.ipynb         |   2 +-
 .../vector_stores/UpstashVectorDemo.ipynb     |   4 +-
 .../WeaviateIndexDemo-Hybrid.ipynb            |   2 +-
 .../vector_stores/WeaviateIndexDemo.ipynb     |   2 +-
 .../examples/vector_stores/ZepIndexDemo.ipynb |   2 +-
 .../examples/vector_stores/postgres.ipynb     |   8 +-
 .../getting_started/discover_llamaindex.md    |   2 +-
 docs/docs/getting_started/starter_example.md  |   2 +-
 .../getting_started/starter_example_local.md  |   2 +-
 .../indexing/metadata_extraction.md           |   2 +-
 .../loading/simpledirectoryreader.md          |   2 +-
 .../query_transformations.md                  |   2 +-
 .../putting_it_all_together/agents.md         |   2 +-
 .../putting_it_all_together/q_and_a.md        |   2 +-
 docs/mkdocs.yml                               |   8 +
 llama-index-core/CONTRIBUTING.md              |   2 +-
 llama-index-core/llama_index/core/__init__.py |   2 +-
 .../node_parser/relational/base_element.py    |   5 +
 llama-index-core/pyproject.toml               |   2 +-
 .../llama_index/agent/openai/step.py          |   2 +-
 .../llama-index-llms-mistralai/pyproject.toml |   4 +-
 .../llama-index-llms-openai/pyproject.toml    |   4 +-
 .../pyproject.toml                            |   9 +-
 .../examples/DuckDBDemo.ipynb                 |   4 +-
 .../examples/tidb_vector.ipynb                |   2 +-
 .../examples/semantic_chunking.ipynb          |   4 +-
 .../examples/query_understanding_agent.ipynb  |   4 +-
 .../examples/rag_fusion_pipeline.ipynb        |   4 +-
 .../pyproject.toml                            |   6 +-
 poetry.lock                                   | 160 +++++++++---------
 pyproject.toml                                |   6 +-
 280 files changed, 606 insertions(+), 476 deletions(-)
 create mode 100644 docs/docs/api_reference/packs/raft_dataset.md
 create mode 100644 docs/docs/api_reference/postprocessor/voyageai_rerank.md
 create mode 100644 docs/docs/api_reference/readers/gcs.md
 create mode 100644 docs/docs/api_reference/readers/readme.md
 create mode 100644 docs/docs/api_reference/storage/docstore/elasticsearch.md
 create mode 100644 docs/docs/api_reference/storage/index_store/elasticsearch.md
 create mode 100644 docs/docs/api_reference/storage/vector_store/analyticdb.md

diff --git a/CHANGELOG.md b/CHANGELOG.md
index e40d1b0aa..bcc4bf334 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,46 @@
 # ChangeLog
 
+## [2024-03-26]
+
+### `llama-index-core` [0.10.24]
+
+- pretty prints in `LlamaDebugHandler` (#12216)
+- stricter interpreter constraints on pandas query engine (#12278)
+- PandasQueryEngine can now execute 'pd.\*' functions (#12240)
+- delete proper metadata in docstore delete function (#12276)
+- improved openai agent parsing function hook (#12062)
+- add raise_on_error flag for SimpleDirectoryReader (#12263)
+- remove un-caught openai import in core (#12262)
+- Fix download_llama_dataset and download_llama_pack (#12273)
+- Implement EvalQueryEngineTool (#11679)
+- Expand instrumenation Span coverage for AgentRunner (#12249)
+- Adding concept of function calling agent/llm (mistral supported for now) (#12222, )
+
+### `llama-index-embeddings-huggingface` [0.2.0]
+
+- Use `sentence-transformers` as a backend (#12277)
+
+### `llama-index-postprocessor-voyageai-rerank` [0.1.0]
+
+- Added voyageai as a reranker (#12111)
+
+### `llama-index-readers-gcs` [0.1.0]
+
+- Added google cloud storage reader (#12259)
+
+### `llama-index-readers-google` [0.2.1]
+
+- Support for different drives (#12146)
+- Remove unnecessary PyDrive dependency from Google Drive Reader (#12257)
+
+### `llama-index-readers-readme` [0.1.0]
+
+- added readme.com reader (#12246)
+
+### `llama-index-packs-raft` [0.1.3]
+
+- added pack for RAFT (#12275)
+
 ## [2024-03-23]
 
 ### `llama-index-core` [0.10.23]
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 37c7cc660..c8d04e363 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -455,7 +455,7 @@ Regardless of whether you have run them locally, a [CI system][cis] will run all
 For changes that involve entirely new features, it may be worth adding an example Jupyter notebook to showcase
 this feature.
 
-Example notebooks can be found in [this folder](https://github.com/run-llama/llama_index/tree/main/docs/examples).
+Example notebooks can be found in [this folder](https://github.com/run-llama/llama_index/tree/main/docs/docs/examples).
 
 ### Creating a pull request
 
diff --git a/docs/docs/CHANGELOG.md b/docs/docs/CHANGELOG.md
index e40d1b0aa..bcc4bf334 100644
--- a/docs/docs/CHANGELOG.md
+++ b/docs/docs/CHANGELOG.md
@@ -1,5 +1,46 @@
 # ChangeLog
 
+## [2024-03-26]
+
+### `llama-index-core` [0.10.24]
+
+- pretty prints in `LlamaDebugHandler` (#12216)
+- stricter interpreter constraints on pandas query engine (#12278)
+- PandasQueryEngine can now execute 'pd.\*' functions (#12240)
+- delete proper metadata in docstore delete function (#12276)
+- improved openai agent parsing function hook (#12062)
+- add raise_on_error flag for SimpleDirectoryReader (#12263)
+- remove un-caught openai import in core (#12262)
+- Fix download_llama_dataset and download_llama_pack (#12273)
+- Implement EvalQueryEngineTool (#11679)
+- Expand instrumenation Span coverage for AgentRunner (#12249)
+- Adding concept of function calling agent/llm (mistral supported for now) (#12222, )
+
+### `llama-index-embeddings-huggingface` [0.2.0]
+
+- Use `sentence-transformers` as a backend (#12277)
+
+### `llama-index-postprocessor-voyageai-rerank` [0.1.0]
+
+- Added voyageai as a reranker (#12111)
+
+### `llama-index-readers-gcs` [0.1.0]
+
+- Added google cloud storage reader (#12259)
+
+### `llama-index-readers-google` [0.2.1]
+
+- Support for different drives (#12146)
+- Remove unnecessary PyDrive dependency from Google Drive Reader (#12257)
+
+### `llama-index-readers-readme` [0.1.0]
+
+- added readme.com reader (#12246)
+
+### `llama-index-packs-raft` [0.1.3]
+
+- added pack for RAFT (#12275)
+
 ## [2024-03-23]
 
 ### `llama-index-core` [0.10.23]
diff --git a/docs/docs/CONTRIBUTING.md b/docs/docs/CONTRIBUTING.md
index 37c7cc660..c8d04e363 100644
--- a/docs/docs/CONTRIBUTING.md
+++ b/docs/docs/CONTRIBUTING.md
@@ -455,7 +455,7 @@ Regardless of whether you have run them locally, a [CI system][cis] will run all
 For changes that involve entirely new features, it may be worth adding an example Jupyter notebook to showcase
 this feature.
 
-Example notebooks can be found in [this folder](https://github.com/run-llama/llama_index/tree/main/docs/examples).
+Example notebooks can be found in [this folder](https://github.com/run-llama/llama_index/tree/main/docs/docs/examples).
 
 ### Creating a pull request
 
diff --git a/docs/docs/api_reference/packs/raft_dataset.md b/docs/docs/api_reference/packs/raft_dataset.md
new file mode 100644
index 000000000..5ece95c86
--- /dev/null
+++ b/docs/docs/api_reference/packs/raft_dataset.md
@@ -0,0 +1,4 @@
+::: llama_index.packs.raft_dataset
+    options:
+      members:
+        - RAFTDatasetPack
diff --git a/docs/docs/api_reference/postprocessor/voyageai_rerank.md b/docs/docs/api_reference/postprocessor/voyageai_rerank.md
new file mode 100644
index 000000000..4b3470d23
--- /dev/null
+++ b/docs/docs/api_reference/postprocessor/voyageai_rerank.md
@@ -0,0 +1,4 @@
+::: llama_index.postprocessor.voyageai_rerank
+    options:
+      members:
+        - VoyageAIRerank
diff --git a/docs/docs/api_reference/readers/gcs.md b/docs/docs/api_reference/readers/gcs.md
new file mode 100644
index 000000000..c3b28830c
--- /dev/null
+++ b/docs/docs/api_reference/readers/gcs.md
@@ -0,0 +1,4 @@
+::: llama_index.readers.gcs
+    options:
+      members:
+        - GCSReader
diff --git a/docs/docs/api_reference/readers/readme.md b/docs/docs/api_reference/readers/readme.md
new file mode 100644
index 000000000..0280cc189
--- /dev/null
+++ b/docs/docs/api_reference/readers/readme.md
@@ -0,0 +1,4 @@
+::: llama_index.readers.readme
+    options:
+      members:
+        - ReadmeReader
diff --git a/docs/docs/api_reference/storage/docstore/elasticsearch.md b/docs/docs/api_reference/storage/docstore/elasticsearch.md
new file mode 100644
index 000000000..02494a2d5
--- /dev/null
+++ b/docs/docs/api_reference/storage/docstore/elasticsearch.md
@@ -0,0 +1,4 @@
+::: llama_index.storage.docstore.elasticsearch
+    options:
+      members:
+        - ElasticsearchDocumentStore
diff --git a/docs/docs/api_reference/storage/index_store/elasticsearch.md b/docs/docs/api_reference/storage/index_store/elasticsearch.md
new file mode 100644
index 000000000..d60e2e025
--- /dev/null
+++ b/docs/docs/api_reference/storage/index_store/elasticsearch.md
@@ -0,0 +1,4 @@
+::: llama_index.storage.index_store.elasticsearch
+    options:
+      members:
+        - ElasticsearchIndexStore
diff --git a/docs/docs/api_reference/storage/vector_store/analyticdb.md b/docs/docs/api_reference/storage/vector_store/analyticdb.md
new file mode 100644
index 000000000..b9652e5f4
--- /dev/null
+++ b/docs/docs/api_reference/storage/vector_store/analyticdb.md
@@ -0,0 +1,4 @@
+::: llama_index.vector_stores.analyticdb
+    options:
+      members:
+        - AnalyticDBVectorStore
diff --git a/docs/docs/community/integrations/uptrain.md b/docs/docs/community/integrations/uptrain.md
index de23765e4..5ce4d8a09 100644
--- a/docs/docs/community/integrations/uptrain.md
+++ b/docs/docs/community/integrations/uptrain.md
@@ -175,7 +175,7 @@ Load documents from Paul Graham's essay "What I Worked On".
 ```python
 documents = SimpleWebPageReader().load_data(
     [
-        "https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt"
+        "https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt"
     ]
 )
 ```
diff --git a/docs/docs/community/integrations/vector_stores.md b/docs/docs/community/integrations/vector_stores.md
index b70e4e4f5..65fa60aa6 100644
--- a/docs/docs/community/integrations/vector_stores.md
+++ b/docs/docs/community/integrations/vector_stores.md
@@ -678,7 +678,7 @@ vector_store = MilvusVectorStore(
 )
 ```
 
-[Example notebooks can be found here](https://github.com/jerryjliu/llama_index/tree/main/docs/examples/vector_stores).
+[Example notebooks can be found here](https://github.com/jerryjliu/llama_index/tree/main/docs/docs/examples/vector_stores).
 
 ## Loading Data from Vector Stores using Data Connector
 
@@ -783,7 +783,7 @@ documents = reader.load_data(
 )
 ```
 
-[Example notebooks can be found here](https://github.com/jerryjliu/llama_index/tree/main/docs/examples/data_connectors).
+[Example notebooks can be found here](https://github.com/jerryjliu/llama_index/tree/main/docs/docs/examples/data_connectors).
 
 ## Vector Store Examples
 
diff --git a/docs/docs/examples/agent/agent_runner/agent_around_query_pipeline_with_HyDE_for_PDFs.ipynb b/docs/docs/examples/agent/agent_runner/agent_around_query_pipeline_with_HyDE_for_PDFs.ipynb
index 257b0dc20..a0d8ca6cc 100644
--- a/docs/docs/examples/agent/agent_runner/agent_around_query_pipeline_with_HyDE_for_PDFs.ipynb
+++ b/docs/docs/examples/agent/agent_runner/agent_around_query_pipeline_with_HyDE_for_PDFs.ipynb
@@ -50,8 +50,8 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/agent/agent_runner/agent_runner_rag_controllable.ipynb b/docs/docs/examples/agent/agent_runner/agent_runner_rag_controllable.ipynb
index 5791e1940..4b834bb59 100644
--- a/docs/docs/examples/agent/agent_runner/agent_runner_rag_controllable.ipynb
+++ b/docs/docs/examples/agent/agent_runner/agent_runner_rag_controllable.ipynb
@@ -94,9 +94,9 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10q/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/agent/openai_agent_context_retrieval.ipynb b/docs/docs/examples/agent/openai_agent_context_retrieval.ipynb
index 1fc89c2b2..45fd401be 100644
--- a/docs/docs/examples/agent/openai_agent_context_retrieval.ipynb
+++ b/docs/docs/examples/agent/openai_agent_context_retrieval.ipynb
@@ -139,9 +139,9 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10q/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/agent/openai_agent_query_plan.ipynb b/docs/docs/examples/agent/openai_agent_query_plan.ipynb
index fbb36d529..ecd128d32 100644
--- a/docs/docs/examples/agent/openai_agent_query_plan.ipynb
+++ b/docs/docs/examples/agent/openai_agent_query_plan.ipynb
@@ -161,9 +161,9 @@
    ],
    "source": [
     "!mkdir -p 'data/10q/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/agent/openai_agent_tool_call_parser.ipynb b/docs/docs/examples/agent/openai_agent_tool_call_parser.ipynb
index 2ed6331d2..10eb978a5 100644
--- a/docs/docs/examples/agent/openai_agent_tool_call_parser.ipynb
+++ b/docs/docs/examples/agent/openai_agent_tool_call_parser.ipynb
@@ -6,7 +6,7 @@
    "id": "24103c51",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/run-llama/llama_index/blob/main/docs/examples/agent/openai_agent_tool_call_parser.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/run-llama/llama_index/blob/main/docs/docs/examples/agent/openai_agent_tool_call_parser.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/agent/openai_agent_with_query_engine.ipynb b/docs/docs/examples/agent/openai_agent_with_query_engine.ipynb
index 59b449c0f..230cd59af 100644
--- a/docs/docs/examples/agent/openai_agent_with_query_engine.ipynb
+++ b/docs/docs/examples/agent/openai_agent_with_query_engine.ipynb
@@ -111,8 +111,8 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/agent/openai_assistant_agent.ipynb b/docs/docs/examples/agent/openai_assistant_agent.ipynb
index 16339eb7b..d4e7ec81b 100644
--- a/docs/docs/examples/agent/openai_assistant_agent.ipynb
+++ b/docs/docs/examples/agent/openai_assistant_agent.ipynb
@@ -273,7 +273,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2023-11-07 00:20:08--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf\n",
+      "--2023-11-07 00:20:08--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8000::154, 2606:50c0:8001::154, 2606:50c0:8002::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8000::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -284,7 +284,7 @@
       "\n",
       "2023-11-07 00:20:08 (24.3 MB/s) - ‘data/10k/uber_2021.pdf’ saved [1880483/1880483]\n",
       "\n",
-      "--2023-11-07 00:20:08--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf\n",
+      "--2023-11-07 00:20:08--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8000::154, 2606:50c0:8001::154, 2606:50c0:8002::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8000::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -300,8 +300,8 @@
    ],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
@@ -455,8 +455,8 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/agent/openai_assistant_query_cookbook.ipynb b/docs/docs/examples/agent/openai_assistant_query_cookbook.ipynb
index 02e4f377c..485cf9a50 100644
--- a/docs/docs/examples/agent/openai_assistant_query_cookbook.ipynb
+++ b/docs/docs/examples/agent/openai_assistant_query_cookbook.ipynb
@@ -104,7 +104,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/agent/react_agent_with_query_engine.ipynb b/docs/docs/examples/agent/react_agent_with_query_engine.ipynb
index b175f453f..c703883d6 100644
--- a/docs/docs/examples/agent/react_agent_with_query_engine.ipynb
+++ b/docs/docs/examples/agent/react_agent_with_query_engine.ipynb
@@ -101,8 +101,8 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/callbacks/AimCallback.ipynb b/docs/docs/examples/callbacks/AimCallback.ipynb
index d73b4a3d0..22f55128f 100644
--- a/docs/docs/examples/callbacks/AimCallback.ipynb
+++ b/docs/docs/examples/callbacks/AimCallback.ipynb
@@ -102,7 +102,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/callbacks/HoneyHiveLlamaIndexTracer.ipynb b/docs/docs/examples/callbacks/HoneyHiveLlamaIndexTracer.ipynb
index b7e64061e..fe0277c2f 100644
--- a/docs/docs/examples/callbacks/HoneyHiveLlamaIndexTracer.ipynb
+++ b/docs/docs/examples/callbacks/HoneyHiveLlamaIndexTracer.ipynb
@@ -251,7 +251,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/callbacks/LangfuseCallbackHandler.ipynb b/docs/docs/examples/callbacks/LangfuseCallbackHandler.ipynb
index f3c496097..539c16e6e 100644
--- a/docs/docs/examples/callbacks/LangfuseCallbackHandler.ipynb
+++ b/docs/docs/examples/callbacks/LangfuseCallbackHandler.ipynb
@@ -203,7 +203,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/callbacks/LlamaDebugHandler.ipynb b/docs/docs/examples/callbacks/LlamaDebugHandler.ipynb
index f8c3b63ec..322244d02 100644
--- a/docs/docs/examples/callbacks/LlamaDebugHandler.ipynb
+++ b/docs/docs/examples/callbacks/LlamaDebugHandler.ipynb
@@ -5,7 +5,7 @@
    "id": "dcab9129",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/callbacks/LlamaDebugHandler.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/callbacks/LlamaDebugHandler.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -83,7 +83,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/callbacks/OpenInferenceCallback.ipynb b/docs/docs/examples/callbacks/OpenInferenceCallback.ipynb
index 28b040ea5..94457e4f4 100644
--- a/docs/docs/examples/callbacks/OpenInferenceCallback.ipynb
+++ b/docs/docs/examples/callbacks/OpenInferenceCallback.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/callbacks/OpenInferenceCallback.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/callbacks/OpenInferenceCallback.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -499,7 +499,7 @@
    "source": [
     "documents = SimpleWebPageReader().load_data(\n",
     "    [\n",
-    "        \"https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\"\n",
+    "        \"https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\"\n",
     "    ]\n",
     ")\n",
     "print(documents[0].text)"
diff --git a/docs/docs/examples/callbacks/OpenLLMetry.ipynb b/docs/docs/examples/callbacks/OpenLLMetry.ipynb
index a35769d72..6cc030ed6 100644
--- a/docs/docs/examples/callbacks/OpenLLMetry.ipynb
+++ b/docs/docs/examples/callbacks/OpenLLMetry.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/callbacks/OpenLLMetry.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/callbacks/OpenLLMetry.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -105,7 +105,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-01-12 12:43:16--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-01-12 12:43:16--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.109.133, 185.199.108.133, 185.199.111.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.109.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -121,7 +121,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/callbacks/PromptLayerHandler.ipynb b/docs/docs/examples/callbacks/PromptLayerHandler.ipynb
index e46e98ebb..92646aafb 100644
--- a/docs/docs/examples/callbacks/PromptLayerHandler.ipynb
+++ b/docs/docs/examples/callbacks/PromptLayerHandler.ipynb
@@ -5,7 +5,7 @@
    "id": "dcab9129",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/callbacks/LlamaDebugHandler.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/callbacks/LlamaDebugHandler.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -79,7 +79,7 @@
      "text": [
       "Will not apply HSTS. The HSTS database must be a regular and non-world-writable file.\n",
       "ERROR: could not open HSTS store at '/home/loganm/.wget-hsts'. HSTS will be disabled.\n",
-      "--2023-11-29 21:09:27--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2023-11-29 21:09:27--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.110.133, 185.199.109.133, 185.199.108.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.110.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -95,7 +95,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/callbacks/TokenCountingHandler.ipynb b/docs/docs/examples/callbacks/TokenCountingHandler.ipynb
index 4b6057815..c65fc78d2 100644
--- a/docs/docs/examples/callbacks/TokenCountingHandler.ipynb
+++ b/docs/docs/examples/callbacks/TokenCountingHandler.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/callbacks/TokenCountingHandler.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/callbacks/TokenCountingHandler.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -112,7 +112,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/callbacks/UpTrainCallback.ipynb b/docs/docs/examples/callbacks/UpTrainCallback.ipynb
index 663baf6ff..81b990b48 100644
--- a/docs/docs/examples/callbacks/UpTrainCallback.ipynb
+++ b/docs/docs/examples/callbacks/UpTrainCallback.ipynb
@@ -169,7 +169,7 @@
    "source": [
     "documents = SimpleWebPageReader().load_data(\n",
     "    [\n",
-    "        \"https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\"\n",
+    "        \"https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\"\n",
     "    ]\n",
     ")"
    ]
diff --git a/docs/docs/examples/callbacks/WandbCallbackHandler.ipynb b/docs/docs/examples/callbacks/WandbCallbackHandler.ipynb
index 1e7497eb5..15e3801aa 100644
--- a/docs/docs/examples/callbacks/WandbCallbackHandler.ipynb
+++ b/docs/docs/examples/callbacks/WandbCallbackHandler.ipynb
@@ -192,7 +192,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/chat_engine/chat_engine_best.ipynb b/docs/docs/examples/chat_engine/chat_engine_best.ipynb
index 3c7e4cecb..01463a430 100644
--- a/docs/docs/examples/chat_engine/chat_engine_best.ipynb
+++ b/docs/docs/examples/chat_engine/chat_engine_best.ipynb
@@ -5,7 +5,7 @@
    "id": "d89ae951",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/chat_engine/chat_engine_best.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/chat_engine/chat_engine_best.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -72,7 +72,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-01-27 12:15:55--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-01-27 12:15:55--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8001::154, 2606:50c0:8002::154, 2606:50c0:8003::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8001::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -88,7 +88,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/chat_engine/chat_engine_condense_plus_context.ipynb b/docs/docs/examples/chat_engine/chat_engine_condense_plus_context.ipynb
index 0369b20de..b9402cfa2 100644
--- a/docs/docs/examples/chat_engine/chat_engine_condense_plus_context.ipynb
+++ b/docs/docs/examples/chat_engine/chat_engine_condense_plus_context.ipynb
@@ -5,7 +5,7 @@
    "id": "616a781c",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/chat_engine/chat_engine_context.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/chat_engine/chat_engine_context.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -93,7 +93,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/chat_engine/chat_engine_condense_question.ipynb b/docs/docs/examples/chat_engine/chat_engine_condense_question.ipynb
index 3ca6100ea..08d1c6cdb 100644
--- a/docs/docs/examples/chat_engine/chat_engine_condense_question.ipynb
+++ b/docs/docs/examples/chat_engine/chat_engine_condense_question.ipynb
@@ -5,7 +5,7 @@
    "id": "dae1c2c1",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/chat_engine/chat_engine_condense_question.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/chat_engine/chat_engine_condense_question.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -93,7 +93,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/chat_engine/chat_engine_context.ipynb b/docs/docs/examples/chat_engine/chat_engine_context.ipynb
index ea73440c5..6749ba144 100644
--- a/docs/docs/examples/chat_engine/chat_engine_context.ipynb
+++ b/docs/docs/examples/chat_engine/chat_engine_context.ipynb
@@ -5,7 +5,7 @@
    "id": "616a781c",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/chat_engine/chat_engine_context.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/chat_engine/chat_engine_context.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -93,7 +93,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/chat_engine/chat_engine_openai.ipynb b/docs/docs/examples/chat_engine/chat_engine_openai.ipynb
index 447aa98d1..4303cde62 100644
--- a/docs/docs/examples/chat_engine/chat_engine_openai.ipynb
+++ b/docs/docs/examples/chat_engine/chat_engine_openai.ipynb
@@ -5,7 +5,7 @@
    "id": "23e5dc2d",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/chat_engine/chat_engine_openai.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/chat_engine/chat_engine_openai.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -63,7 +63,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2023-11-20 14:52:58--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2023-11-20 14:52:58--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.110.133, 185.199.108.133, 185.199.109.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.110.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -79,7 +79,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/chat_engine/chat_engine_personality.ipynb b/docs/docs/examples/chat_engine/chat_engine_personality.ipynb
index 1d4a9273c..1ed6f254d 100644
--- a/docs/docs/examples/chat_engine/chat_engine_personality.ipynb
+++ b/docs/docs/examples/chat_engine/chat_engine_personality.ipynb
@@ -5,7 +5,7 @@
    "id": "5a19abd0",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/chat_engine/chat_engine_personality.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/chat_engine/chat_engine_personality.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/chat_engine/chat_engine_react.ipynb b/docs/docs/examples/chat_engine/chat_engine_react.ipynb
index d56e74d87..ddd8f9e44 100644
--- a/docs/docs/examples/chat_engine/chat_engine_react.ipynb
+++ b/docs/docs/examples/chat_engine/chat_engine_react.ipynb
@@ -5,7 +5,7 @@
    "id": "beda3039",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/chat_engine/chat_engine_react.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/chat_engine/chat_engine_react.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -95,7 +95,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/chat_engine/chat_engine_repl.ipynb b/docs/docs/examples/chat_engine/chat_engine_repl.ipynb
index 4e2683be5..581265d9d 100644
--- a/docs/docs/examples/chat_engine/chat_engine_repl.ipynb
+++ b/docs/docs/examples/chat_engine/chat_engine_repl.ipynb
@@ -5,7 +5,7 @@
    "id": "bdb508b5",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/chat_engine/chat_engine_repl.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/chat_engine/chat_engine_repl.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/citation/pdf_page_reference.ipynb b/docs/docs/examples/citation/pdf_page_reference.ipynb
index 546a48ef4..7aad4bae9 100644
--- a/docs/docs/examples/citation/pdf_page_reference.ipynb
+++ b/docs/docs/examples/citation/pdf_page_reference.ipynb
@@ -17,7 +17,7 @@
    "id": "18ffbd8c",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/citation/pdf_page_reference.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/citation/pdf_page_reference.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -91,7 +91,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/cookbooks/anthropic_haiku.ipynb b/docs/docs/examples/cookbooks/anthropic_haiku.ipynb
index ef7ef460b..d0a839d0d 100644
--- a/docs/docs/examples/cookbooks/anthropic_haiku.ipynb
+++ b/docs/docs/examples/cookbooks/anthropic_haiku.ipynb
@@ -131,7 +131,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-03-14 03:27:01--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/images/prometheus_paper_card.png\n",
+      "--2024-03-14 03:27:01--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/images/prometheus_paper_card.png\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8000::154, 2606:50c0:8001::154, 2606:50c0:8002::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8000::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -146,7 +146,7 @@
     }
    ],
    "source": [
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/images/prometheus_paper_card.png' -O 'prometheus_paper_card.png'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/images/prometheus_paper_card.png' -O 'prometheus_paper_card.png'"
    ]
   },
   {
diff --git a/docs/docs/examples/cookbooks/mistralai.ipynb b/docs/docs/examples/cookbooks/mistralai.ipynb
index 74e7f41e8..697a7e20b 100644
--- a/docs/docs/examples/cookbooks/mistralai.ipynb
+++ b/docs/docs/examples/cookbooks/mistralai.ipynb
@@ -72,7 +72,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-02-27 01:17:30--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf\n",
+      "--2024-02-27 01:17:30--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8000::154, 2606:50c0:8001::154, 2606:50c0:8002::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8000::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -83,7 +83,7 @@
       "\n",
       "2024-02-27 01:17:31 (7.16 MB/s) - './uber_2021.pdf' saved [1880483/1880483]\n",
       "\n",
-      "--2024-02-27 01:17:31--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf\n",
+      "--2024-02-27 01:17:31--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8000::154, 2606:50c0:8001::154, 2606:50c0:8002::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8000::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -98,8 +98,8 @@
     }
    ],
    "source": [
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O './uber_2021.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O './lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O './uber_2021.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O './lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/cookbooks/mixedbread_reranker.ipynb b/docs/docs/examples/cookbooks/mixedbread_reranker.ipynb
index 1f95a31e2..786d236ed 100644
--- a/docs/docs/examples/cookbooks/mixedbread_reranker.ipynb
+++ b/docs/docs/examples/cookbooks/mixedbread_reranker.ipynb
@@ -99,7 +99,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-03-01 09:52:09--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-03-01 09:52:09--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.110.133, 185.199.108.133, 185.199.109.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.110.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -115,7 +115,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/customization/llms/AzureOpenAI.ipynb b/docs/docs/examples/customization/llms/AzureOpenAI.ipynb
index 1383a3933..087e4e48b 100644
--- a/docs/docs/examples/customization/llms/AzureOpenAI.ipynb
+++ b/docs/docs/examples/customization/llms/AzureOpenAI.ipynb
@@ -5,7 +5,7 @@
    "id": "9af12a30",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/customization/llms/AzureOpenAI.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/customization/llms/AzureOpenAI.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/customization/llms/SimpleIndexDemo-ChatGPT.ipynb b/docs/docs/examples/customization/llms/SimpleIndexDemo-ChatGPT.ipynb
index 329135bff..f8746b1b4 100644
--- a/docs/docs/examples/customization/llms/SimpleIndexDemo-ChatGPT.ipynb
+++ b/docs/docs/examples/customization/llms/SimpleIndexDemo-ChatGPT.ipynb
@@ -5,7 +5,7 @@
    "id": "7ae43f8b",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/customization/llms/SimpleIndexDemo-ChatGPT.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/customization/llms/SimpleIndexDemo-ChatGPT.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -80,7 +80,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_camel.ipynb b/docs/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_camel.ipynb
index 499726474..e643d37c3 100644
--- a/docs/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_camel.ipynb
+++ b/docs/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_camel.ipynb
@@ -5,7 +5,7 @@
    "id": "5f753ded",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_camel.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_camel.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -98,7 +98,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_stablelm.ipynb b/docs/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_stablelm.ipynb
index eac4adad2..a9bc05e56 100644
--- a/docs/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_stablelm.ipynb
+++ b/docs/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_stablelm.ipynb
@@ -5,7 +5,7 @@
    "id": "6b39b02d",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_stablelm.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_stablelm.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -98,7 +98,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/customization/prompts/chat_prompts.ipynb b/docs/docs/examples/customization/prompts/chat_prompts.ipynb
index 18a4408e9..6a62f431e 100644
--- a/docs/docs/examples/customization/prompts/chat_prompts.ipynb
+++ b/docs/docs/examples/customization/prompts/chat_prompts.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/customization/prompts/chat_prompts.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/customization/prompts/chat_prompts.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -195,7 +195,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/customization/prompts/completion_prompts.ipynb b/docs/docs/examples/customization/prompts/completion_prompts.ipynb
index 3a647cabe..431374685 100644
--- a/docs/docs/examples/customization/prompts/completion_prompts.ipynb
+++ b/docs/docs/examples/customization/prompts/completion_prompts.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/customization/prompts/completion_prompts.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/customization/prompts/completion_prompts.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -114,7 +114,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/customization/streaming/SimpleIndexDemo-streaming.ipynb b/docs/docs/examples/customization/streaming/SimpleIndexDemo-streaming.ipynb
index 7fe365ac4..7fa593ad2 100644
--- a/docs/docs/examples/customization/streaming/SimpleIndexDemo-streaming.ipynb
+++ b/docs/docs/examples/customization/streaming/SimpleIndexDemo-streaming.ipynb
@@ -5,7 +5,7 @@
    "id": "87854970",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/customization/streaming/SimpleIndexDemo-streaming.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/customization/streaming/SimpleIndexDemo-streaming.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -86,7 +86,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/customization/streaming/chat_engine_condense_question_stream_response.ipynb b/docs/docs/examples/customization/streaming/chat_engine_condense_question_stream_response.ipynb
index f209b7a2f..7fba03b37 100644
--- a/docs/docs/examples/customization/streaming/chat_engine_condense_question_stream_response.ipynb
+++ b/docs/docs/examples/customization/streaming/chat_engine_condense_question_stream_response.ipynb
@@ -62,7 +62,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-02-20 11:00:23--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-02-20 11:00:23--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.111.133, 185.199.110.133, 185.199.109.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.111.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -78,7 +78,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/data_connectors/DatabaseReaderDemo.ipynb b/docs/docs/examples/data_connectors/DatabaseReaderDemo.ipynb
index 1e4ef1321..063621a07 100644
--- a/docs/docs/examples/data_connectors/DatabaseReaderDemo.ipynb
+++ b/docs/docs/examples/data_connectors/DatabaseReaderDemo.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/data_connectors/DatabaseReaderDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/data_connectors/DatabaseReaderDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/data_connectors/MakeDemo.ipynb b/docs/docs/examples/data_connectors/MakeDemo.ipynb
index 3b0cc3fd1..72b7b282a 100644
--- a/docs/docs/examples/data_connectors/MakeDemo.ipynb
+++ b/docs/docs/examples/data_connectors/MakeDemo.ipynb
@@ -5,7 +5,7 @@
    "id": "b890c854",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/data_connectors/MakeDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/data_connectors/MakeDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -89,7 +89,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/data_connectors/MboxReaderDemo.ipynb b/docs/docs/examples/data_connectors/MboxReaderDemo.ipynb
index f44b2d1be..f6ebf3d96 100644
--- a/docs/docs/examples/data_connectors/MboxReaderDemo.ipynb
+++ b/docs/docs/examples/data_connectors/MboxReaderDemo.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/data_connectors/MboxReaderDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/data_connectors/MboxReaderDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/data_connectors/MilvusReaderDemo.ipynb b/docs/docs/examples/data_connectors/MilvusReaderDemo.ipynb
index 8eb27fdeb..d0ad94216 100644
--- a/docs/docs/examples/data_connectors/MilvusReaderDemo.ipynb
+++ b/docs/docs/examples/data_connectors/MilvusReaderDemo.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/data_connectors/MilvusReaderDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/data_connectors/MilvusReaderDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/data_connectors/MyScaleReaderDemo.ipynb b/docs/docs/examples/data_connectors/MyScaleReaderDemo.ipynb
index 56bd23c40..96c3172f9 100644
--- a/docs/docs/examples/data_connectors/MyScaleReaderDemo.ipynb
+++ b/docs/docs/examples/data_connectors/MyScaleReaderDemo.ipynb
@@ -5,7 +5,7 @@
    "id": "105c464c",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/data_connectors/MyScaleReaderDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/data_connectors/MyScaleReaderDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/data_connectors/ObsidianReaderDemo.ipynb b/docs/docs/examples/data_connectors/ObsidianReaderDemo.ipynb
index c37ea7f8c..2894f307c 100644
--- a/docs/docs/examples/data_connectors/ObsidianReaderDemo.ipynb
+++ b/docs/docs/examples/data_connectors/ObsidianReaderDemo.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/data_connectors/ObsidianReaderDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/data_connectors/ObsidianReaderDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/data_connectors/PsychicDemo.ipynb b/docs/docs/examples/data_connectors/PsychicDemo.ipynb
index e26854433..d58c75c3d 100644
--- a/docs/docs/examples/data_connectors/PsychicDemo.ipynb
+++ b/docs/docs/examples/data_connectors/PsychicDemo.ipynb
@@ -5,7 +5,7 @@
    "id": "8c35f3c4",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/data_connectors/PsychicDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/data_connectors/PsychicDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/data_connectors/html_tag_reader.ipynb b/docs/docs/examples/data_connectors/html_tag_reader.ipynb
index 205ca16fb..6d366b0ad 100644
--- a/docs/docs/examples/data_connectors/html_tag_reader.ipynb
+++ b/docs/docs/examples/data_connectors/html_tag_reader.ipynb
@@ -5,7 +5,7 @@
    "id": "d70938ec",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/data_connectors/html_tag_reader.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/data_connectors/html_tag_reader.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/data_connectors/simple_directory_reader.ipynb b/docs/docs/examples/data_connectors/simple_directory_reader.ipynb
index a1075f79e..9ae771ab4 100644
--- a/docs/docs/examples/data_connectors/simple_directory_reader.ipynb
+++ b/docs/docs/examples/data_connectors/simple_directory_reader.ipynb
@@ -205,19 +205,19 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-03-21 16:03:25--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-03-21 16:03:25--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8003::154, 2606:50c0:8000::154, 2606:50c0:8001::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8003::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 404 Not Found\n",
       "2024-03-21 16:03:25 ERROR 404: Not Found.\n",
       "\n",
-      "--2024-03-21 16:03:25--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-03-21 16:03:25--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8003::154, 2606:50c0:8000::154, 2606:50c0:8001::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8003::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 404 Not Found\n",
       "2024-03-21 16:03:25 ERROR 404: Not Found.\n",
       "\n",
-      "--2024-03-21 16:03:25--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-03-21 16:03:25--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8003::154, 2606:50c0:8000::154, 2606:50c0:8001::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8003::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 404 Not Found\n",
@@ -228,9 +228,9 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay1.txt'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay2.txt'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay3.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay1.txt'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay2.txt'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay3.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/data_connectors/simple_directory_reader_remote_fs.ipynb b/docs/docs/examples/data_connectors/simple_directory_reader_remote_fs.ipynb
index 673a9a3c3..4b4073434 100644
--- a/docs/docs/examples/data_connectors/simple_directory_reader_remote_fs.ipynb
+++ b/docs/docs/examples/data_connectors/simple_directory_reader_remote_fs.ipynb
@@ -214,19 +214,19 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-03-21 16:03:10--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-03-21 16:03:10--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8003::154, 2606:50c0:8000::154, 2606:50c0:8001::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8003::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 404 Not Found\n",
       "2024-03-21 16:03:11 ERROR 404: Not Found.\n",
       "\n",
-      "--2024-03-21 16:03:11--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-03-21 16:03:11--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8003::154, 2606:50c0:8000::154, 2606:50c0:8001::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8003::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 404 Not Found\n",
       "2024-03-21 16:03:11 ERROR 404: Not Found.\n",
       "\n",
-      "--2024-03-21 16:03:11--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-03-21 16:03:11--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8003::154, 2606:50c0:8000::154, 2606:50c0:8001::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8003::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 404 Not Found\n",
@@ -237,9 +237,9 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay1.txt'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay2.txt'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay3.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay1.txt'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay2.txt'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay3.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/discover_llamaindex/document_management/discord_dumps/help_channel_dump_05_25_23.json b/docs/docs/examples/discover_llamaindex/document_management/discord_dumps/help_channel_dump_05_25_23.json
index 40fd55ac2..fcd991ee1 100644
--- a/docs/docs/examples/discover_llamaindex/document_management/discord_dumps/help_channel_dump_05_25_23.json
+++ b/docs/docs/examples/discover_llamaindex/document_management/discord_dumps/help_channel_dump_05_25_23.json
@@ -134230,7 +134230,7 @@
       "timestampEdited": null,
       "callEndedTimestamp": null,
       "isPinned": false,
-      "content": "ah yeah we moved a good portion of notebooks to docs/examples - https://github.com/jerryjliu/llama_index/blob/main/docs/examples/node_postprocessor/CohereRerank.ipynb",
+      "content": "ah yeah we moved a good portion of notebooks to docs/examples - https://github.com/jerryjliu/llama_index/blob/main/docs/docs/examples/node_postprocessor/CohereRerank.ipynb",
       "author": {
         "id": "711658899958267994",
         "name": "jerryjliu98",
@@ -134244,7 +134244,7 @@
       "embeds": [
         {
           "title": "llama_index/CohereRerank.ipynb at main \u00b7 jerryjliu/llama_index",
-          "url": "https://github.com/jerryjliu/llama_index/blob/main/docs/examples/node_postprocessor/CohereRerank.ipynb",
+          "url": "https://github.com/jerryjliu/llama_index/blob/main/docs/docs/examples/node_postprocessor/CohereRerank.ipynb",
           "timestamp": null,
           "description": "LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data. - llama_index/CohereRerank.ipynb at main \u00b7 jerryjliu/llama_index",
           "color": "#1E2327",
@@ -141164,7 +141164,7 @@
       "timestampEdited": "2023-05-11T17:39:08.4+00:00",
       "callEndedTimestamp": null,
       "isPinned": false,
-      "content": "Hi - anyone had success with StableLM / local LLMs in the latest release? I'm getting openai API key errors using the example notebook, and once supplying the openai key, it starts using OpenAI to do the embeddings instead of the huggingface pipeline. (this notebook - https://github.com/jerryjliu/llama_index/blob/main/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_stablelm.ipynb)",
+      "content": "Hi - anyone had success with StableLM / local LLMs in the latest release? I'm getting openai API key errors using the example notebook, and once supplying the openai key, it starts using OpenAI to do the embeddings instead of the huggingface pipeline. (this notebook - https://github.com/jerryjliu/llama_index/blob/main/docs/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_stablelm.ipynb)",
       "author": {
         "id": "606012921935429632",
         "name": "fblissjr",
diff --git a/docs/docs/examples/discover_llamaindex/document_management/discord_dumps/help_channel_dump_06_02_23.json b/docs/docs/examples/discover_llamaindex/document_management/discord_dumps/help_channel_dump_06_02_23.json
index b59cd12b6..ca1ee9358 100644
--- a/docs/docs/examples/discover_llamaindex/document_management/discord_dumps/help_channel_dump_06_02_23.json
+++ b/docs/docs/examples/discover_llamaindex/document_management/discord_dumps/help_channel_dump_06_02_23.json
@@ -134230,7 +134230,7 @@
       "timestampEdited": null,
       "callEndedTimestamp": null,
       "isPinned": false,
-      "content": "ah yeah we moved a good portion of notebooks to docs/examples - https://github.com/jerryjliu/llama_index/blob/main/docs/examples/node_postprocessor/CohereRerank.ipynb",
+      "content": "ah yeah we moved a good portion of notebooks to docs/examples - https://github.com/jerryjliu/llama_index/blob/main/docs/docs/examples/node_postprocessor/CohereRerank.ipynb",
       "author": {
         "id": "711658899958267994",
         "name": "jerryjliu98",
@@ -134244,7 +134244,7 @@
       "embeds": [
         {
           "title": "llama_index/CohereRerank.ipynb at main \u00b7 jerryjliu/llama_index",
-          "url": "https://github.com/jerryjliu/llama_index/blob/main/docs/examples/node_postprocessor/CohereRerank.ipynb",
+          "url": "https://github.com/jerryjliu/llama_index/blob/main/docs/docs/examples/node_postprocessor/CohereRerank.ipynb",
           "timestamp": null,
           "description": "LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data. - llama_index/CohereRerank.ipynb at main \u00b7 jerryjliu/llama_index",
           "color": "#1E2327",
@@ -141164,7 +141164,7 @@
       "timestampEdited": "2023-05-11T17:39:08.4+00:00",
       "callEndedTimestamp": null,
       "isPinned": false,
-      "content": "Hi - anyone had success with StableLM / local LLMs in the latest release? I'm getting openai API key errors using the example notebook, and once supplying the openai key, it starts using OpenAI to do the embeddings instead of the huggingface pipeline. (this notebook - https://github.com/jerryjliu/llama_index/blob/main/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_stablelm.ipynb)",
+      "content": "Hi - anyone had success with StableLM / local LLMs in the latest release? I'm getting openai API key errors using the example notebook, and once supplying the openai key, it starts using OpenAI to do the embeddings instead of the huggingface pipeline. (this notebook - https://github.com/jerryjliu/llama_index/blob/main/docs/docs/examples/customization/llms/SimpleIndexDemo-Huggingface_stablelm.ipynb)",
       "author": {
         "id": "606012921935429632",
         "name": "fblissjr",
@@ -157325,7 +157325,7 @@
       "timestampEdited": null,
       "callEndedTimestamp": null,
       "isPinned": false,
-      "content": "Hmm, I think this needs a PR. The emebddings are generated at query time but they aren't saved \n\nThere an example of generating them at query time here, at the bottom of the notebook \nhttps://github.com/jerryjliu/llama_index/blob/main/docs/examples/index_structs/doc_summary/DocSummary.ipynb",
+      "content": "Hmm, I think this needs a PR. The emebddings are generated at query time but they aren't saved \n\nThere an example of generating them at query time here, at the bottom of the notebook \nhttps://github.com/jerryjliu/llama_index/blob/main/docs/docs/examples/index_structs/doc_summary/DocSummary.ipynb",
       "author": {
         "id": "334536717648265216",
         "name": "Logan M",
@@ -157339,7 +157339,7 @@
       "embeds": [
         {
           "title": "llama_index/DocSummary.ipynb at main \u00b7 jerryjliu/llama_index",
-          "url": "https://github.com/jerryjliu/llama_index/blob/main/docs/examples/index_structs/doc_summary/DocSummary.ipynb",
+          "url": "https://github.com/jerryjliu/llama_index/blob/main/docs/docs/examples/index_structs/doc_summary/DocSummary.ipynb",
           "timestamp": null,
           "description": "LlamaIndex (GPT Index) is a data framework for your LLM applications - llama_index/DocSummary.ipynb at main \u00b7 jerryjliu/llama_index",
           "color": "#1E2327",
diff --git a/docs/docs/examples/docstore/DocstoreDemo.ipynb b/docs/docs/examples/docstore/DocstoreDemo.ipynb
index 1b1eaae0e..df3c9e516 100644
--- a/docs/docs/examples/docstore/DocstoreDemo.ipynb
+++ b/docs/docs/examples/docstore/DocstoreDemo.ipynb
@@ -9,7 +9,7 @@
     "\n",
     "This guide shows you how to directly use our `DocumentStore` abstraction. By putting nodes in the docstore, this allows you to define multiple indices over the same underlying docstore, instead of duplicating data across indices.\n",
     "\n",
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/docstore/DocstoreDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/docstore/DocstoreDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -97,7 +97,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/docstore/DynamoDBDocstoreDemo.ipynb b/docs/docs/examples/docstore/DynamoDBDocstoreDemo.ipynb
index 9af4b7cd9..5b2d147a4 100644
--- a/docs/docs/examples/docstore/DynamoDBDocstoreDemo.ipynb
+++ b/docs/docs/examples/docstore/DynamoDBDocstoreDemo.ipynb
@@ -9,7 +9,7 @@
     "\n",
     "This guide shows you how to directly use our `DocumentStore` abstraction backed by DynamoDB. By putting nodes in the docstore, this allows you to define multiple indices over the same underlying docstore, instead of duplicating data across indices.\n",
     "\n",
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/docstore/DynamoDBDocstoreDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/docstore/DynamoDBDocstoreDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -101,7 +101,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/docstore/FirestoreDemo.ipynb b/docs/docs/examples/docstore/FirestoreDemo.ipynb
index 9e3f1844a..d9c5ff10b 100644
--- a/docs/docs/examples/docstore/FirestoreDemo.ipynb
+++ b/docs/docs/examples/docstore/FirestoreDemo.ipynb
@@ -8,7 +8,7 @@
     "\n",
     "This guide shows you how to directly use our `DocumentStore` abstraction backed by Google Firestore. By putting nodes in the docstore, this allows you to define multiple indices over the same underlying docstore, instead of duplicating data across indices.\n",
     "\n",
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/docstore/FirestoreDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/docstore/FirestoreDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -92,7 +92,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/docstore/MongoDocstoreDemo.ipynb b/docs/docs/examples/docstore/MongoDocstoreDemo.ipynb
index 0ddc84c64..a7edfecbf 100644
--- a/docs/docs/examples/docstore/MongoDocstoreDemo.ipynb
+++ b/docs/docs/examples/docstore/MongoDocstoreDemo.ipynb
@@ -9,7 +9,7 @@
     "\n",
     "This guide shows you how to directly use our `DocumentStore` abstraction backed by MongoDB. By putting nodes in the docstore, this allows you to define multiple indices over the same underlying docstore, instead of duplicating data across indices.\n",
     "\n",
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/docstore/MongoDocstoreDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/docstore/MongoDocstoreDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -101,7 +101,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/docstore/RedisDocstoreIndexStoreDemo.ipynb b/docs/docs/examples/docstore/RedisDocstoreIndexStoreDemo.ipynb
index 2c1eb0599..23b7a86b7 100644
--- a/docs/docs/examples/docstore/RedisDocstoreIndexStoreDemo.ipynb
+++ b/docs/docs/examples/docstore/RedisDocstoreIndexStoreDemo.ipynb
@@ -5,7 +5,7 @@
    "id": "c59e5e4e",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/docstore/RedisDocstoreIndexStoreDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/docstore/RedisDocstoreIndexStoreDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -129,7 +129,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/embeddings/Anyscale.ipynb b/docs/docs/examples/embeddings/Anyscale.ipynb
index e9d6e4769..7193b1f23 100644
--- a/docs/docs/examples/embeddings/Anyscale.ipynb
+++ b/docs/docs/examples/embeddings/Anyscale.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/embeddings/OpenAI.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/embeddings/OpenAI.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/embeddings/Langchain.ipynb b/docs/docs/examples/embeddings/Langchain.ipynb
index 75ef6d8d3..97b3437ce 100644
--- a/docs/docs/examples/embeddings/Langchain.ipynb
+++ b/docs/docs/examples/embeddings/Langchain.ipynb
@@ -9,7 +9,7 @@
     "\n",
     "This guide shows you how to use embedding models from [LangChain](https://python.langchain.com/docs/integrations/text_embedding/).\n",
     "\n",
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/embeddings/Langchain.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/embeddings/Langchain.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/embeddings/OpenAI.ipynb b/docs/docs/examples/embeddings/OpenAI.ipynb
index 42348bd38..9697d2d72 100644
--- a/docs/docs/examples/embeddings/OpenAI.ipynb
+++ b/docs/docs/examples/embeddings/OpenAI.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/embeddings/OpenAI.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/embeddings/OpenAI.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/embeddings/alephalpha.ipynb b/docs/docs/examples/embeddings/alephalpha.ipynb
index 2ba14c0d3..82bceabb4 100644
--- a/docs/docs/examples/embeddings/alephalpha.ipynb
+++ b/docs/docs/examples/embeddings/alephalpha.ipynb
@@ -5,7 +5,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/ulan-yisaev/llama_index/blob/main/docs/examples/embeddings/alephalpha.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/ulan-yisaev/llama_index/blob/main/docs/docs/examples/embeddings/alephalpha.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/embeddings/bedrock.ipynb b/docs/docs/examples/embeddings/bedrock.ipynb
index 45bcc63e8..c7fe8fe93 100644
--- a/docs/docs/examples/embeddings/bedrock.ipynb
+++ b/docs/docs/examples/embeddings/bedrock.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/embeddings/bedrock.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/embeddings/bedrock.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/embeddings/cohereai.ipynb b/docs/docs/examples/embeddings/cohereai.ipynb
index 831c93281..21d34e238 100644
--- a/docs/docs/examples/embeddings/cohereai.ipynb
+++ b/docs/docs/examples/embeddings/cohereai.ipynb
@@ -207,7 +207,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2023-11-03 03:14:50--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2023-11-03 03:14:50--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.109.133, 185.199.111.133, 185.199.110.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.109.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -223,7 +223,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/embeddings/custom_embeddings.ipynb b/docs/docs/examples/embeddings/custom_embeddings.ipynb
index c65336086..647a76193 100644
--- a/docs/docs/examples/embeddings/custom_embeddings.ipynb
+++ b/docs/docs/examples/embeddings/custom_embeddings.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/embeddings/custom_embeddings.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/embeddings/custom_embeddings.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -149,7 +149,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/embeddings/fireworks.ipynb b/docs/docs/examples/embeddings/fireworks.ipynb
index 8003bcfd4..7ebeeb8f1 100644
--- a/docs/docs/examples/embeddings/fireworks.ipynb
+++ b/docs/docs/examples/embeddings/fireworks.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/embeddings/OpenAI.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/embeddings/OpenAI.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/embeddings/gradient.ipynb b/docs/docs/examples/embeddings/gradient.ipynb
index 5bfe319fa..f43d990bc 100644
--- a/docs/docs/examples/embeddings/gradient.ipynb
+++ b/docs/docs/examples/embeddings/gradient.ipynb
@@ -99,7 +99,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/embeddings/jinaai_embeddings.ipynb b/docs/docs/examples/embeddings/jinaai_embeddings.ipynb
index 131f48f8d..397c57568 100644
--- a/docs/docs/examples/embeddings/jinaai_embeddings.ipynb
+++ b/docs/docs/examples/embeddings/jinaai_embeddings.ipynb
@@ -172,7 +172,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/embeddings/nomic.ipynb b/docs/docs/examples/embeddings/nomic.ipynb
index a0016492b..532e1245c 100644
--- a/docs/docs/examples/embeddings/nomic.ipynb
+++ b/docs/docs/examples/embeddings/nomic.ipynb
@@ -368,7 +368,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-02-16 18:37:03--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-02-16 18:37:03--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8001::154, 2606:50c0:8003::154, 2606:50c0:8000::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8001::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -384,7 +384,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/embeddings/ollama_embedding.ipynb b/docs/docs/examples/embeddings/ollama_embedding.ipynb
index 09799ed93..0fc06d648 100644
--- a/docs/docs/examples/embeddings/ollama_embedding.ipynb
+++ b/docs/docs/examples/embeddings/ollama_embedding.ipynb
@@ -5,7 +5,7 @@
    "id": "efe8f603c3a1ea67",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/embeddings/ollama_embedding.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/embeddings/ollama_embedding.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/embeddings/together.ipynb b/docs/docs/examples/embeddings/together.ipynb
index 643ea2f85..b132125c4 100644
--- a/docs/docs/examples/embeddings/together.ipynb
+++ b/docs/docs/examples/embeddings/together.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/embeddings/together.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/embeddings/together.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/evaluation/BeirEvaluation.ipynb b/docs/docs/examples/evaluation/BeirEvaluation.ipynb
index 7bf4178c9..fc5a973f2 100644
--- a/docs/docs/examples/evaluation/BeirEvaluation.ipynb
+++ b/docs/docs/examples/evaluation/BeirEvaluation.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/evaluation/BeirEvaluation.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/evaluation/BeirEvaluation.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/evaluation/Deepeval.ipynb b/docs/docs/examples/evaluation/Deepeval.ipynb
index d81de6b17..c91b3fdcb 100644
--- a/docs/docs/examples/evaluation/Deepeval.ipynb
+++ b/docs/docs/examples/evaluation/Deepeval.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/evaluation/Deepeval.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/evaluation/Deepeval.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/evaluation/HotpotQADistractor.ipynb b/docs/docs/examples/evaluation/HotpotQADistractor.ipynb
index 83b1596af..667356c07 100644
--- a/docs/docs/examples/evaluation/HotpotQADistractor.ipynb
+++ b/docs/docs/examples/evaluation/HotpotQADistractor.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/evaluation/HotpotQADistractor.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/evaluation/HotpotQADistractor.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/evaluation/QuestionGeneration.ipynb b/docs/docs/examples/evaluation/QuestionGeneration.ipynb
index afb4ea142..b327f7d0e 100644
--- a/docs/docs/examples/evaluation/QuestionGeneration.ipynb
+++ b/docs/docs/examples/evaluation/QuestionGeneration.ipynb
@@ -5,7 +5,7 @@
    "id": "af775680",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/evaluation/QuestionGeneration.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/evaluation/QuestionGeneration.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -90,7 +90,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/evaluation/RetryQuery.ipynb b/docs/docs/examples/evaluation/RetryQuery.ipynb
index 5f1c484c0..e399db922 100644
--- a/docs/docs/examples/evaluation/RetryQuery.ipynb
+++ b/docs/docs/examples/evaluation/RetryQuery.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/evaluation/RetryQuery.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/evaluation/RetryQuery.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -106,7 +106,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/evaluation/answer_and_context_relevancy.ipynb b/docs/docs/examples/evaluation/answer_and_context_relevancy.ipynb
index d082b959e..a61c0be13 100644
--- a/docs/docs/examples/evaluation/answer_and_context_relevancy.ipynb
+++ b/docs/docs/examples/evaluation/answer_and_context_relevancy.ipynb
@@ -5,7 +5,7 @@
    "id": "9ad59b9d",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/evaluation/answer_and_context_relevancy.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/evaluation/answer_and_context_relevancy.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/evaluation/correctness_eval.ipynb b/docs/docs/examples/evaluation/correctness_eval.ipynb
index 6ffc0113e..8e8cb14ab 100644
--- a/docs/docs/examples/evaluation/correctness_eval.ipynb
+++ b/docs/docs/examples/evaluation/correctness_eval.ipynb
@@ -5,7 +5,7 @@
    "id": "79c6ea87",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/evaluation/correctness_eval.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/evaluation/correctness_eval.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/evaluation/guideline_eval.ipynb b/docs/docs/examples/evaluation/guideline_eval.ipynb
index 0d768354f..aab198b3e 100644
--- a/docs/docs/examples/evaluation/guideline_eval.ipynb
+++ b/docs/docs/examples/evaluation/guideline_eval.ipynb
@@ -5,7 +5,7 @@
    "id": "9e22fa55",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/evaluation/guideline_eval.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/evaluation/guideline_eval.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/evaluation/mt_bench_human_judgement.ipynb b/docs/docs/examples/evaluation/mt_bench_human_judgement.ipynb
index 33d67a502..077b73be2 100644
--- a/docs/docs/examples/evaluation/mt_bench_human_judgement.ipynb
+++ b/docs/docs/examples/evaluation/mt_bench_human_judgement.ipynb
@@ -5,7 +5,7 @@
    "id": "4bc26779",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/evaluation/mt_bench_human_judgement.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/evaluation/mt_bench_human_judgement.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/evaluation/mt_bench_single_grading.ipynb b/docs/docs/examples/evaluation/mt_bench_single_grading.ipynb
index 2f7816f9d..9d5a9ccc5 100644
--- a/docs/docs/examples/evaluation/mt_bench_single_grading.ipynb
+++ b/docs/docs/examples/evaluation/mt_bench_single_grading.ipynb
@@ -5,7 +5,7 @@
    "id": "39bbe88b",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/evaluation/mt_bench_single_grading.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/evaluation/mt_bench_single_grading.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/evaluation/multi_modal/multi_modal_rag_evaluation.ipynb b/docs/docs/examples/evaluation/multi_modal/multi_modal_rag_evaluation.ipynb
index 8f0538353..c37ae2f46 100644
--- a/docs/docs/examples/evaluation/multi_modal/multi_modal_rag_evaluation.ipynb
+++ b/docs/docs/examples/evaluation/multi_modal/multi_modal_rag_evaluation.ipynb
@@ -5,7 +5,7 @@
    "id": "f064137a-a77f-4745-bae5-6b7eb3cbbf3f",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/evaluation/multi_modal/multi_modal_rag_evaluation.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/evaluation/multi_modal/multi_modal_rag_evaluation.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/evaluation/retrieval/retriever_eval.ipynb b/docs/docs/examples/evaluation/retrieval/retriever_eval.ipynb
index a2e224bbb..201258320 100644
--- a/docs/docs/examples/evaluation/retrieval/retriever_eval.ipynb
+++ b/docs/docs/examples/evaluation/retrieval/retriever_eval.ipynb
@@ -85,7 +85,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/finetuning/embeddings/finetune_embedding.ipynb b/docs/docs/examples/finetuning/embeddings/finetune_embedding.ipynb
index 4fab96327..15c123119 100644
--- a/docs/docs/examples/finetuning/embeddings/finetune_embedding.ipynb
+++ b/docs/docs/examples/finetuning/embeddings/finetune_embedding.ipynb
@@ -77,8 +77,8 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/finetuning/embeddings/finetune_embedding_adapter.ipynb b/docs/docs/examples/finetuning/embeddings/finetune_embedding_adapter.ipynb
index d927f7432..7e28cd11f 100644
--- a/docs/docs/examples/finetuning/embeddings/finetune_embedding_adapter.ipynb
+++ b/docs/docs/examples/finetuning/embeddings/finetune_embedding_adapter.ipynb
@@ -80,8 +80,8 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/finetuning/openai_fine_tuning_functions.ipynb b/docs/docs/examples/finetuning/openai_fine_tuning_functions.ipynb
index e8ee6bae8..223e57722 100644
--- a/docs/docs/examples/finetuning/openai_fine_tuning_functions.ipynb
+++ b/docs/docs/examples/finetuning/openai_fine_tuning_functions.ipynb
@@ -5,7 +5,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/finetuning/openai_fine_tuning_functions.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/finetuning/openai_fine_tuning_functions.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/finetuning/rerankers/cohere_custom_reranker.ipynb b/docs/docs/examples/finetuning/rerankers/cohere_custom_reranker.ipynb
index 8f6a97999..21c0fc93d 100644
--- a/docs/docs/examples/finetuning/rerankers/cohere_custom_reranker.ipynb
+++ b/docs/docs/examples/finetuning/rerankers/cohere_custom_reranker.ipynb
@@ -154,8 +154,8 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/index_structs/doc_summary/DocSummary.ipynb b/docs/docs/examples/index_structs/doc_summary/DocSummary.ipynb
index 5c0a47082..e9f861fc0 100644
--- a/docs/docs/examples/index_structs/doc_summary/DocSummary.ipynb
+++ b/docs/docs/examples/index_structs/doc_summary/DocSummary.ipynb
@@ -5,7 +5,7 @@
    "id": "20de0e22",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/index_structs/doc_summary/DocSummary.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/index_structs/doc_summary/DocSummary.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/index_structs/struct_indices/SQLIndexDemo.ipynb b/docs/docs/examples/index_structs/struct_indices/SQLIndexDemo.ipynb
index 07717ed93..4dc57c275 100644
--- a/docs/docs/examples/index_structs/struct_indices/SQLIndexDemo.ipynb
+++ b/docs/docs/examples/index_structs/struct_indices/SQLIndexDemo.ipynb
@@ -5,7 +5,7 @@
    "id": "1a558ee1",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/index_structs/struct_indices/SQLIndexDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/index_structs/struct_indices/SQLIndexDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/index_structs/struct_indices/duckdb_sql_query.ipynb b/docs/docs/examples/index_structs/struct_indices/duckdb_sql_query.ipynb
index 122244ba5..7c2dabfec 100644
--- a/docs/docs/examples/index_structs/struct_indices/duckdb_sql_query.ipynb
+++ b/docs/docs/examples/index_structs/struct_indices/duckdb_sql_query.ipynb
@@ -6,7 +6,7 @@
    "id": "e4d8172b",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/index_structs/struct_indices/duckdb_sql_query.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/index_structs/struct_indices/duckdb_sql_query.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/ingestion/advanced_ingestion_pipeline.ipynb b/docs/docs/examples/ingestion/advanced_ingestion_pipeline.ipynb
index 1ba6b061c..48ff5533a 100644
--- a/docs/docs/examples/ingestion/advanced_ingestion_pipeline.ipynb
+++ b/docs/docs/examples/ingestion/advanced_ingestion_pipeline.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/ingestion/advanced_ingestion_pipeline.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/ingestion/advanced_ingestion_pipeline.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/ingestion/async_ingestion_pipeline.ipynb b/docs/docs/examples/ingestion/async_ingestion_pipeline.ipynb
index 960fa5ad6..7b6aaa497 100644
--- a/docs/docs/examples/ingestion/async_ingestion_pipeline.ipynb
+++ b/docs/docs/examples/ingestion/async_ingestion_pipeline.ipynb
@@ -28,7 +28,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/ingestion/parallel_execution_ingestion_pipeline.ipynb b/docs/docs/examples/ingestion/parallel_execution_ingestion_pipeline.ipynb
index 92cb160da..e35be36a2 100644
--- a/docs/docs/examples/ingestion/parallel_execution_ingestion_pipeline.ipynb
+++ b/docs/docs/examples/ingestion/parallel_execution_ingestion_pipeline.ipynb
@@ -5,7 +5,7 @@
    "id": "d1de0f1a",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/ingestion/parallel_execution_ingestion_pipeline.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/ingestion/parallel_execution_ingestion_pipeline.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/instrumentation/basic_usage.ipynb b/docs/docs/examples/instrumentation/basic_usage.ipynb
index f30a13c31..bbd64b06c 100644
--- a/docs/docs/examples/instrumentation/basic_usage.ipynb
+++ b/docs/docs/examples/instrumentation/basic_usage.ipynb
@@ -310,7 +310,7 @@
    ],
    "source": [
     "!mkdir -p 'data/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/llama_dataset/ragdataset_submission_template.ipynb b/docs/docs/examples/llama_dataset/ragdataset_submission_template.ipynb
index f15155858..8c11fe91b 100644
--- a/docs/docs/examples/llama_dataset/ragdataset_submission_template.ipynb
+++ b/docs/docs/examples/llama_dataset/ragdataset_submission_template.ipynb
@@ -150,7 +150,7 @@
    "source": [
     "# DOWNLOAD RAW SOURCE DATA\n",
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
@@ -741,7 +741,7 @@
    "source": [
     "# DOWNLOAD RAW SOURCE DATA\n",
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/llama_dataset/uploading_llama_dataset.ipynb b/docs/docs/examples/llama_dataset/uploading_llama_dataset.ipynb
index 919a34d9f..1970033c6 100644
--- a/docs/docs/examples/llama_dataset/uploading_llama_dataset.ipynb
+++ b/docs/docs/examples/llama_dataset/uploading_llama_dataset.ipynb
@@ -69,7 +69,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/llama_hub/llama_pack_resume.ipynb b/docs/docs/examples/llama_hub/llama_pack_resume.ipynb
index b95652e29..3aaf8f92a 100644
--- a/docs/docs/examples/llama_hub/llama_pack_resume.ipynb
+++ b/docs/docs/examples/llama_hub/llama_pack_resume.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# Llama Pack - Resume Screener 📄\n",
     "\n",
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llama_hub/llama_pack_resume.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llama_hub/llama_pack_resume.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
     "\n",
     "This example shows you how to use the Resume Screener Llama Pack.\n",
     "You can find all packs on https://llamahub.ai\n",
diff --git a/docs/docs/examples/llama_hub/llama_packs_example.ipynb b/docs/docs/examples/llama_hub/llama_packs_example.ipynb
index e978eeda5..4a50c13d6 100644
--- a/docs/docs/examples/llama_hub/llama_packs_example.ipynb
+++ b/docs/docs/examples/llama_hub/llama_packs_example.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# Llama Packs Example\n",
     "\n",
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llama_hub/llama_packs_example.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llama_hub/llama_packs_example.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
     "\n",
     "This example shows you how to use a simple Llama Pack with VoyageAI. We show the following:\n",
     "- How to download a Llama Pack\n",
diff --git a/docs/docs/examples/llm/alephalpha.ipynb b/docs/docs/examples/llm/alephalpha.ipynb
index 8425edb61..3ff23939b 100644
--- a/docs/docs/examples/llm/alephalpha.ipynb
+++ b/docs/docs/examples/llm/alephalpha.ipynb
@@ -5,7 +5,7 @@
    "id": "6453d3d5",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/ulan-yisaev/llama_index/blob/main/docs/examples/llm/alephalpha.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/ulan-yisaev/llama_index/blob/main/docs/docs/examples/llm/alephalpha.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/anthropic.ipynb b/docs/docs/examples/llm/anthropic.ipynb
index 48c50c02f..4078b5968 100644
--- a/docs/docs/examples/llm/anthropic.ipynb
+++ b/docs/docs/examples/llm/anthropic.ipynb
@@ -5,7 +5,7 @@
    "id": "6453d3d5",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/anthropic.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/anthropic.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/anyscale.ipynb b/docs/docs/examples/llm/anyscale.ipynb
index 5d1a0627f..927ce04b0 100644
--- a/docs/docs/examples/llm/anyscale.ipynb
+++ b/docs/docs/examples/llm/anyscale.ipynb
@@ -5,7 +5,7 @@
    "id": "7f7c3284",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/anyscale.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/anyscale.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/azure_openai.ipynb b/docs/docs/examples/llm/azure_openai.ipynb
index 79f2492ce..ca1d21ead 100644
--- a/docs/docs/examples/llm/azure_openai.ipynb
+++ b/docs/docs/examples/llm/azure_openai.ipynb
@@ -5,7 +5,7 @@
    "id": "6340e329",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/azure_openai.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/azure_openai.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/fireworks.ipynb b/docs/docs/examples/llm/fireworks.ipynb
index 989680118..2fd9883b8 100644
--- a/docs/docs/examples/llm/fireworks.ipynb
+++ b/docs/docs/examples/llm/fireworks.ipynb
@@ -5,7 +5,7 @@
    "id": "9fd54a32",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/openai.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/openai.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/fireworks_cookbook.ipynb b/docs/docs/examples/llm/fireworks_cookbook.ipynb
index 82bf07071..efe892665 100644
--- a/docs/docs/examples/llm/fireworks_cookbook.ipynb
+++ b/docs/docs/examples/llm/fireworks_cookbook.ipynb
@@ -5,7 +5,7 @@
    "id": "9fd54a32",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/fireworks_cookbook.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/fireworks_cookbook.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/gradient_base_model.ipynb b/docs/docs/examples/llm/gradient_base_model.ipynb
index c59f8ed7c..4ab779fbd 100644
--- a/docs/docs/examples/llm/gradient_base_model.ipynb
+++ b/docs/docs/examples/llm/gradient_base_model.ipynb
@@ -143,7 +143,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/gradient_model_adapter.ipynb b/docs/docs/examples/llm/gradient_model_adapter.ipynb
index 0b934d984..fce70a032 100644
--- a/docs/docs/examples/llm/gradient_model_adapter.ipynb
+++ b/docs/docs/examples/llm/gradient_model_adapter.ipynb
@@ -123,7 +123,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/groq.ipynb b/docs/docs/examples/llm/groq.ipynb
index 530c4f05d..7933c765c 100644
--- a/docs/docs/examples/llm/groq.ipynb
+++ b/docs/docs/examples/llm/groq.ipynb
@@ -5,7 +5,7 @@
    "id": "4d1b897a",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/groq.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/groq.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/langchain.ipynb b/docs/docs/examples/llm/langchain.ipynb
index d9f9ab038..74a56ab3e 100644
--- a/docs/docs/examples/llm/langchain.ipynb
+++ b/docs/docs/examples/llm/langchain.ipynb
@@ -5,7 +5,7 @@
    "id": "f503d3ec",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/langchain.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/langchain.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/litellm.ipynb b/docs/docs/examples/llm/litellm.ipynb
index 6eb4731eb..2829f7494 100755
--- a/docs/docs/examples/llm/litellm.ipynb
+++ b/docs/docs/examples/llm/litellm.ipynb
@@ -5,7 +5,7 @@
    "id": "30311f71",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/litellm.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/litellm.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/llama_2.ipynb b/docs/docs/examples/llm/llama_2.ipynb
index 62f2bf893..58faf193d 100644
--- a/docs/docs/examples/llm/llama_2.ipynb
+++ b/docs/docs/examples/llm/llama_2.ipynb
@@ -5,7 +5,7 @@
    "id": "bc2079ca",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/llama_2.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/llama_2.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/llama_2_llama_cpp.ipynb b/docs/docs/examples/llm/llama_2_llama_cpp.ipynb
index 81c7dacde..d707d2bcc 100644
--- a/docs/docs/examples/llm/llama_2_llama_cpp.ipynb
+++ b/docs/docs/examples/llm/llama_2_llama_cpp.ipynb
@@ -5,7 +5,7 @@
    "id": "3ac9adb4",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/llama_2_llama_cpp.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/llama_2_llama_cpp.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/llama_2_rap_battle.ipynb b/docs/docs/examples/llm/llama_2_rap_battle.ipynb
index 7506e2cf6..fbb72030e 100644
--- a/docs/docs/examples/llm/llama_2_rap_battle.ipynb
+++ b/docs/docs/examples/llm/llama_2_rap_battle.ipynb
@@ -5,7 +5,7 @@
    "id": "c7f0f941",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/llama_2_rap_battle.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/llama_2_rap_battle.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/llama_api.ipynb b/docs/docs/examples/llm/llama_api.ipynb
index 4e59f7a6c..f5358a8a7 100644
--- a/docs/docs/examples/llm/llama_api.ipynb
+++ b/docs/docs/examples/llm/llama_api.ipynb
@@ -5,7 +5,7 @@
    "id": "7184eab5",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/llama_api.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/llama_api.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/llm_predictor.ipynb b/docs/docs/examples/llm/llm_predictor.ipynb
index 301d395f2..5bee613f1 100644
--- a/docs/docs/examples/llm/llm_predictor.ipynb
+++ b/docs/docs/examples/llm/llm_predictor.ipynb
@@ -5,7 +5,7 @@
    "id": "f8612a38",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/llm_predictor.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/llm_predictor.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/mistralai.ipynb b/docs/docs/examples/llm/mistralai.ipynb
index 64ed6f8b3..21236d5b8 100644
--- a/docs/docs/examples/llm/mistralai.ipynb
+++ b/docs/docs/examples/llm/mistralai.ipynb
@@ -5,7 +5,7 @@
    "id": "6453d3d5",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/mistralai.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/mistralai.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/monsterapi.ipynb b/docs/docs/examples/llm/monsterapi.ipynb
index 8d5da52dc..be79f4cbe 100644
--- a/docs/docs/examples/llm/monsterapi.ipynb
+++ b/docs/docs/examples/llm/monsterapi.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/monsterapi.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/monsterapi.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/neutrino.ipynb b/docs/docs/examples/llm/neutrino.ipynb
index 7a5bcfa66..c1a6e8fe9 100644
--- a/docs/docs/examples/llm/neutrino.ipynb
+++ b/docs/docs/examples/llm/neutrino.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/neutrino.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/neutrino.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/nvidia_tensorrt.ipynb b/docs/docs/examples/llm/nvidia_tensorrt.ipynb
index 64853f12f..142ae1522 100644
--- a/docs/docs/examples/llm/nvidia_tensorrt.ipynb
+++ b/docs/docs/examples/llm/nvidia_tensorrt.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/nvidia_tensorrt.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/nvidia_tensorrt.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/nvidia_triton.ipynb b/docs/docs/examples/llm/nvidia_triton.ipynb
index a88c91aae..f6ee2ef4e 100644
--- a/docs/docs/examples/llm/nvidia_triton.ipynb
+++ b/docs/docs/examples/llm/nvidia_triton.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/nvidia_triton.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/nvidia_triton.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/ollama.ipynb b/docs/docs/examples/llm/ollama.ipynb
index 314474994..c1e1c24b0 100644
--- a/docs/docs/examples/llm/ollama.ipynb
+++ b/docs/docs/examples/llm/ollama.ipynb
@@ -5,7 +5,7 @@
    "id": "4d1b897a",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/Ollama.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/Ollama.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/ollama_gemma.ipynb b/docs/docs/examples/llm/ollama_gemma.ipynb
index 47445cb9f..3960aadfa 100644
--- a/docs/docs/examples/llm/ollama_gemma.ipynb
+++ b/docs/docs/examples/llm/ollama_gemma.ipynb
@@ -5,7 +5,7 @@
    "id": "4d1b897a",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/ollama_gemma.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/ollama_gemma.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/openai.ipynb b/docs/docs/examples/llm/openai.ipynb
index d60a7fd11..74cb3a1e7 100644
--- a/docs/docs/examples/llm/openai.ipynb
+++ b/docs/docs/examples/llm/openai.ipynb
@@ -5,7 +5,7 @@
    "id": "9fd54a32",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/openai.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/openai.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/openrouter.ipynb b/docs/docs/examples/llm/openrouter.ipynb
index f9fdda99c..7bbdb926a 100644
--- a/docs/docs/examples/llm/openrouter.ipynb
+++ b/docs/docs/examples/llm/openrouter.ipynb
@@ -5,7 +5,7 @@
    "id": "7f7c3284",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/openrouter.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/openrouter.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/palm.ipynb b/docs/docs/examples/llm/palm.ipynb
index 615ac347c..14917868d 100644
--- a/docs/docs/examples/llm/palm.ipynb
+++ b/docs/docs/examples/llm/palm.ipynb
@@ -5,7 +5,7 @@
    "id": "4d4991c2",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/palm.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/palm.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/portkey.ipynb b/docs/docs/examples/llm/portkey.ipynb
index 6de626093..5f67556d7 100644
--- a/docs/docs/examples/llm/portkey.ipynb
+++ b/docs/docs/examples/llm/portkey.ipynb
@@ -44,7 +44,7 @@
     "\n",
     "To harness these features, let's start with the setup:\n",
     "\n",
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/portkey.ipynb\" target=\"_blank\">\n",
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/portkey.ipynb\" target=\"_blank\">\n",
     "    <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\\\"Open In Colab\\\" width=150 />\n",
     "</a>"
    ]
@@ -359,7 +359,7 @@
     "- [LLMOptions Constructor](https://github.com/Portkey-AI/rubeus-python-sdk/blob/4cf3e17b847225123e92f8e8467b41d082186d60/rubeus/api_resources/utils.py#L179)\n",
     "- [List of Portkey + Llamaindex Features](#portkeys-integration-with-llamaindex-adds-the-following-production-capabilities-to-your-apps-out-of-the-box)\n",
     "\n",
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/portkey.ipynb\" target=\"_blank\">\n",
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/portkey.ipynb\" target=\"_blank\">\n",
     "    <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\\\"Open In Colab\\\" width=150 />\n",
     "</a>\n",
     "\n"
diff --git a/docs/docs/examples/llm/predibase.ipynb b/docs/docs/examples/llm/predibase.ipynb
index c14fe1106..dffa20a06 100644
--- a/docs/docs/examples/llm/predibase.ipynb
+++ b/docs/docs/examples/llm/predibase.ipynb
@@ -5,7 +5,7 @@
    "id": "4ec7cd6e",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/predibase.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/predibase.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -130,7 +130,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/rungpt.ipynb b/docs/docs/examples/llm/rungpt.ipynb
index 8214a2d15..cd91b6f22 100644
--- a/docs/docs/examples/llm/rungpt.ipynb
+++ b/docs/docs/examples/llm/rungpt.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/rungpt.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/rungpt.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/together.ipynb b/docs/docs/examples/llm/together.ipynb
index 69d55bba6..ba7b1116a 100644
--- a/docs/docs/examples/llm/together.ipynb
+++ b/docs/docs/examples/llm/together.ipynb
@@ -5,7 +5,7 @@
    "id": "4d1b897a",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/together.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/together.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/llm/vicuna.ipynb b/docs/docs/examples/llm/vicuna.ipynb
index 434d0da03..9e96df22b 100644
--- a/docs/docs/examples/llm/vicuna.ipynb
+++ b/docs/docs/examples/llm/vicuna.ipynb
@@ -5,7 +5,7 @@
    "id": "c798b3ad",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/llm/vicuna.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/llm/vicuna.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/low_level/ingestion.ipynb b/docs/docs/examples/low_level/ingestion.ipynb
index caf150bd3..bd9f787ad 100644
--- a/docs/docs/examples/low_level/ingestion.ipynb
+++ b/docs/docs/examples/low_level/ingestion.ipynb
@@ -5,7 +5,7 @@
    "id": "57c676db",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/low_level/ingestion.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/low_level/ingestion.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/low_level/response_synthesis.ipynb b/docs/docs/examples/low_level/response_synthesis.ipynb
index c472cc7b7..566bf441f 100644
--- a/docs/docs/examples/low_level/response_synthesis.ipynb
+++ b/docs/docs/examples/low_level/response_synthesis.ipynb
@@ -5,7 +5,7 @@
    "id": "e5df0f51",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/low_level/response_synthesis.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/low_level/response_synthesis.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/low_level/retrieval.ipynb b/docs/docs/examples/low_level/retrieval.ipynb
index 51d5f7284..096ab0443 100644
--- a/docs/docs/examples/low_level/retrieval.ipynb
+++ b/docs/docs/examples/low_level/retrieval.ipynb
@@ -5,7 +5,7 @@
    "id": "62ac6c38",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/low_level/retrieval.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/low_level/retrieval.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/managed/GoogleDemo.ipynb b/docs/docs/examples/managed/GoogleDemo.ipynb
index 74a12d383..d44752630 100644
--- a/docs/docs/examples/managed/GoogleDemo.ipynb
+++ b/docs/docs/examples/managed/GoogleDemo.ipynb
@@ -123,7 +123,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/managed/manage_retrieval_benchmark.ipynb b/docs/docs/examples/managed/manage_retrieval_benchmark.ipynb
index e2cb97ed7..df67dd13e 100644
--- a/docs/docs/examples/managed/manage_retrieval_benchmark.ipynb
+++ b/docs/docs/examples/managed/manage_retrieval_benchmark.ipynb
@@ -186,7 +186,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/managed/vectaraDemo.ipynb b/docs/docs/examples/managed/vectaraDemo.ipynb
index 2e845f1bc..33f74bdd7 100644
--- a/docs/docs/examples/managed/vectaraDemo.ipynb
+++ b/docs/docs/examples/managed/vectaraDemo.ipynb
@@ -5,7 +5,7 @@
    "id": "adf7d63d",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/managed/vectaraDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/managed/vectaraDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/managed/zcpDemo.ipynb b/docs/docs/examples/managed/zcpDemo.ipynb
index 1097f10f9..68292d3ee 100644
--- a/docs/docs/examples/managed/zcpDemo.ipynb
+++ b/docs/docs/examples/managed/zcpDemo.ipynb
@@ -5,7 +5,7 @@
    "id": "adf7d63d",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/managed/vectaraDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/managed/vectaraDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/metadata_extraction/EntityExtractionClimate.ipynb b/docs/docs/examples/metadata_extraction/EntityExtractionClimate.ipynb
index 2039fc088..5c638323b 100644
--- a/docs/docs/examples/metadata_extraction/EntityExtractionClimate.ipynb
+++ b/docs/docs/examples/metadata_extraction/EntityExtractionClimate.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/metadata_extraction/EntityExtractionClimate.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/metadata_extraction/EntityExtractionClimate.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/metadata_extraction/MetadataExtractionSEC.ipynb b/docs/docs/examples/metadata_extraction/MetadataExtractionSEC.ipynb
index c239af4ad..6c5ca04b1 100644
--- a/docs/docs/examples/metadata_extraction/MetadataExtractionSEC.ipynb
+++ b/docs/docs/examples/metadata_extraction/MetadataExtractionSEC.ipynb
@@ -5,7 +5,7 @@
    "id": "76534cce",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/metadata_extraction/MetadataExtractionSEC.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/metadata_extraction/MetadataExtractionSEC.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/metadata_extraction/MetadataExtraction_LLMSurvey.ipynb b/docs/docs/examples/metadata_extraction/MetadataExtraction_LLMSurvey.ipynb
index dc91554f5..cfeec5999 100644
--- a/docs/docs/examples/metadata_extraction/MetadataExtraction_LLMSurvey.ipynb
+++ b/docs/docs/examples/metadata_extraction/MetadataExtraction_LLMSurvey.ipynb
@@ -5,7 +5,7 @@
    "id": "41aecfc5",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/metadata_extraction/MetadataExtraction_LLMSurvey.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/metadata_extraction/MetadataExtraction_LLMSurvey.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/multi_modal/azure_openai_multi_modal.ipynb b/docs/docs/examples/multi_modal/azure_openai_multi_modal.ipynb
index 2fd083cbf..3ef92f9c9 100644
--- a/docs/docs/examples/multi_modal/azure_openai_multi_modal.ipynb
+++ b/docs/docs/examples/multi_modal/azure_openai_multi_modal.ipynb
@@ -9,7 +9,7 @@
     "\n",
     "# Multi-Modal LLM using Azure OpenAI GPT-4V model for image reasoning\n",
     "\n",
-    "In this notebook, we show how to use **Azure** OpenAI GPT4V MultiModal LLM class/abstraction for image understanding/reasoning. For a more complete example, please visit [this notebook](https://github.com/run-llama/llama_index/blob/main/docs/examples/multi_modal/openai_multi_modal.ipynb)."
+    "In this notebook, we show how to use **Azure** OpenAI GPT4V MultiModal LLM class/abstraction for image understanding/reasoning. For a more complete example, please visit [this notebook](https://github.com/run-llama/llama_index/blob/main/docs/docs/examples/multi_modal/openai_multi_modal.ipynb)."
    ]
   },
   {
diff --git a/docs/docs/examples/multi_modal/gpt4v_experiments_cot.ipynb b/docs/docs/examples/multi_modal/gpt4v_experiments_cot.ipynb
index 28662cee4..55fa8fca9 100644
--- a/docs/docs/examples/multi_modal/gpt4v_experiments_cot.ipynb
+++ b/docs/docs/examples/multi_modal/gpt4v_experiments_cot.ipynb
@@ -124,9 +124,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/gpt4_experiments/llama2_mistral.png' -O './llama2_mistral.png'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/gpt4_experiments/llama2_model_analysis.pdf' -O './llama2_model_analysis.png'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/gpt4_experiments/llama2_violations_charts.png' -O './llama2_violations_charts.png'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/gpt4_experiments/llama2_mistral.png' -O './llama2_mistral.png'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/gpt4_experiments/llama2_model_analysis.pdf' -O './llama2_model_analysis.png'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/gpt4_experiments/llama2_violations_charts.png' -O './llama2_violations_charts.png'"
    ]
   },
   {
diff --git a/docs/docs/examples/multi_modal/mm_agent.ipynb b/docs/docs/examples/multi_modal/mm_agent.ipynb
index 95cbab33f..71f21018a 100644
--- a/docs/docs/examples/multi_modal/mm_agent.ipynb
+++ b/docs/docs/examples/multi_modal/mm_agent.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# [Beta] Multi-modal ReAct Agent\n",
     "\n",
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/multi_modal/mm_agent.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/multi_modal/mm_agent.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
     "\n",
     "In this tutorial we show you how to construct a multi-modal ReAct agent.\n",
     "\n",
diff --git a/docs/docs/examples/node_parsers/semantic_chunking.ipynb b/docs/docs/examples/node_parsers/semantic_chunking.ipynb
index 75e888eb4..dd265f8e6 100644
--- a/docs/docs/examples/node_parsers/semantic_chunking.ipynb
+++ b/docs/docs/examples/node_parsers/semantic_chunking.ipynb
@@ -59,7 +59,7 @@
      "text": [
       "Will not apply HSTS. The HSTS database must be a regular and non-world-writable file.\n",
       "ERROR: could not open HSTS store at '/home/loganm/.wget-hsts'. HSTS will be disabled.\n",
-      "--2024-01-11 15:04:43--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-01-11 15:04:43--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.109.133, 185.199.111.133, 185.199.108.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.109.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -74,7 +74,7 @@
     }
    ],
    "source": [
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'pg_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'pg_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/node_postprocessor/CohereRerank.ipynb b/docs/docs/examples/node_postprocessor/CohereRerank.ipynb
index 67512bbb0..9c48de19a 100644
--- a/docs/docs/examples/node_postprocessor/CohereRerank.ipynb
+++ b/docs/docs/examples/node_postprocessor/CohereRerank.ipynb
@@ -78,7 +78,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/node_postprocessor/ColbertRerank.ipynb b/docs/docs/examples/node_postprocessor/ColbertRerank.ipynb
index ad465ce9e..e87c97c64 100644
--- a/docs/docs/examples/node_postprocessor/ColbertRerank.ipynb
+++ b/docs/docs/examples/node_postprocessor/ColbertRerank.ipynb
@@ -69,7 +69,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/node_postprocessor/FlagEmbeddingReranker.ipynb b/docs/docs/examples/node_postprocessor/FlagEmbeddingReranker.ipynb
index 3d18b0f7f..2fe65de74 100644
--- a/docs/docs/examples/node_postprocessor/FlagEmbeddingReranker.ipynb
+++ b/docs/docs/examples/node_postprocessor/FlagEmbeddingReranker.ipynb
@@ -76,7 +76,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/node_postprocessor/LLMReranker-Lyft-10k.ipynb b/docs/docs/examples/node_postprocessor/LLMReranker-Lyft-10k.ipynb
index e349eb40e..f9092f79a 100644
--- a/docs/docs/examples/node_postprocessor/LLMReranker-Lyft-10k.ipynb
+++ b/docs/docs/examples/node_postprocessor/LLMReranker-Lyft-10k.ipynb
@@ -80,7 +80,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/node_postprocessor/LongContextReorder.ipynb b/docs/docs/examples/node_postprocessor/LongContextReorder.ipynb
index b6bdba0ff..29089e1e2 100644
--- a/docs/docs/examples/node_postprocessor/LongContextReorder.ipynb
+++ b/docs/docs/examples/node_postprocessor/LongContextReorder.ipynb
@@ -103,7 +103,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/node_postprocessor/PrevNextPostprocessorDemo.ipynb b/docs/docs/examples/node_postprocessor/PrevNextPostprocessorDemo.ipynb
index 739dba55c..c021890b2 100644
--- a/docs/docs/examples/node_postprocessor/PrevNextPostprocessorDemo.ipynb
+++ b/docs/docs/examples/node_postprocessor/PrevNextPostprocessorDemo.ipynb
@@ -71,7 +71,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/node_postprocessor/SentenceTransformerRerank.ipynb b/docs/docs/examples/node_postprocessor/SentenceTransformerRerank.ipynb
index 1205d1c6d..c637217cb 100644
--- a/docs/docs/examples/node_postprocessor/SentenceTransformerRerank.ipynb
+++ b/docs/docs/examples/node_postprocessor/SentenceTransformerRerank.ipynb
@@ -74,7 +74,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/objects/object_index.ipynb b/docs/docs/examples/objects/object_index.ipynb
index 3631e764b..ab10c666a 100644
--- a/docs/docs/examples/objects/object_index.ipynb
+++ b/docs/docs/examples/objects/object_index.ipynb
@@ -5,7 +5,7 @@
    "id": "2f43c205",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/objects/object_index.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/objects/object_index.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/output_parsing/GuardrailsDemo.ipynb b/docs/docs/examples/output_parsing/GuardrailsDemo.ipynb
index ae82fae4b..7d0677679 100644
--- a/docs/docs/examples/output_parsing/GuardrailsDemo.ipynb
+++ b/docs/docs/examples/output_parsing/GuardrailsDemo.ipynb
@@ -64,7 +64,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/output_parsing/LangchainOutputParserDemo.ipynb b/docs/docs/examples/output_parsing/LangchainOutputParserDemo.ipynb
index 88a2538e8..afd3f6f55 100644
--- a/docs/docs/examples/output_parsing/LangchainOutputParserDemo.ipynb
+++ b/docs/docs/examples/output_parsing/LangchainOutputParserDemo.ipynb
@@ -49,7 +49,7 @@
      "text": [
       "Will not apply HSTS. The HSTS database must be a regular and non-world-writable file.\n",
       "ERROR: could not open HSTS store at '/home/loganm/.wget-hsts'. HSTS will be disabled.\n",
-      "--2023-12-11 10:24:04--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2023-12-11 10:24:04--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.110.133, 185.199.109.133, 185.199.108.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.110.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -65,7 +65,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/output_parsing/guidance_sub_question.ipynb b/docs/docs/examples/output_parsing/guidance_sub_question.ipynb
index c0cf9d6cf..0c3b5bed7 100644
--- a/docs/docs/examples/output_parsing/guidance_sub_question.ipynb
+++ b/docs/docs/examples/output_parsing/guidance_sub_question.ipynb
@@ -234,8 +234,8 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/param_optimizer/param_optimizer.ipynb b/docs/docs/examples/param_optimizer/param_optimizer.ipynb
index 34eb9d74f..542d48d46 100644
--- a/docs/docs/examples/param_optimizer/param_optimizer.ipynb
+++ b/docs/docs/examples/param_optimizer/param_optimizer.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# [WIP] Hyperparameter Optimization for RAG\n",
     "\n",
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/param_optimizer/param_optimizer.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/param_optimizer/param_optimizer.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
     "\n",
     "In this guide we show you how to do hyperparameter optimization for RAG.\n",
     "\n",
diff --git a/docs/docs/examples/pipeline/query_pipeline_async.ipynb b/docs/docs/examples/pipeline/query_pipeline_async.ipynb
index e890e0871..5d41b7439 100644
--- a/docs/docs/examples/pipeline/query_pipeline_async.ipynb
+++ b/docs/docs/examples/pipeline/query_pipeline_async.ipynb
@@ -46,7 +46,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-01-10 12:31:00--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-01-10 12:31:00--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.111.133, 185.199.110.133, 185.199.108.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.111.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -61,7 +61,7 @@
     }
    ],
    "source": [
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt' -O pg_essay.txt"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt' -O pg_essay.txt"
    ]
   },
   {
diff --git a/docs/docs/examples/pipeline/query_pipeline_pandas.ipynb b/docs/docs/examples/pipeline/query_pipeline_pandas.ipynb
index 099a29e47..e8041a0cf 100644
--- a/docs/docs/examples/pipeline/query_pipeline_pandas.ipynb
+++ b/docs/docs/examples/pipeline/query_pipeline_pandas.ipynb
@@ -59,7 +59,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-01-13 18:39:07--  https://raw.githubusercontent.com/jerryjliu/llama_index/main/docs/examples/data/csv/titanic_train.csv\n",
+      "--2024-01-13 18:39:07--  https://raw.githubusercontent.com/jerryjliu/llama_index/main/docs/docs/examples/data/csv/titanic_train.csv\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8003::154, 2606:50c0:8001::154, 2606:50c0:8002::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8003::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -74,7 +74,7 @@
     }
    ],
    "source": [
-    "!wget 'https://raw.githubusercontent.com/jerryjliu/llama_index/main/docs/examples/data/csv/titanic_train.csv' -O 'titanic_train.csv'"
+    "!wget 'https://raw.githubusercontent.com/jerryjliu/llama_index/main/docs/docs/examples/data/csv/titanic_train.csv' -O 'titanic_train.csv'"
    ]
   },
   {
diff --git a/docs/docs/examples/pipeline/query_pipeline_routing.ipynb b/docs/docs/examples/pipeline/query_pipeline_routing.ipynb
index b5873ac03..404f6954d 100644
--- a/docs/docs/examples/pipeline/query_pipeline_routing.ipynb
+++ b/docs/docs/examples/pipeline/query_pipeline_routing.ipynb
@@ -44,7 +44,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-01-10 12:31:00--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-01-10 12:31:00--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.111.133, 185.199.110.133, 185.199.108.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.111.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -59,7 +59,7 @@
     }
    ],
    "source": [
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt' -O pg_essay.txt"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt' -O pg_essay.txt"
    ]
   },
   {
diff --git a/docs/docs/examples/prompts/prompt_mixin.ipynb b/docs/docs/examples/prompts/prompt_mixin.ipynb
index 24d564437..78cbd5370 100644
--- a/docs/docs/examples/prompts/prompt_mixin.ipynb
+++ b/docs/docs/examples/prompts/prompt_mixin.ipynb
@@ -124,7 +124,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/CustomRetrievers.ipynb b/docs/docs/examples/query_engine/CustomRetrievers.ipynb
index 698f145cf..45707e288 100644
--- a/docs/docs/examples/query_engine/CustomRetrievers.ipynb
+++ b/docs/docs/examples/query_engine/CustomRetrievers.ipynb
@@ -5,7 +5,7 @@
    "id": "7f6607dd",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_engine/CustomRetrievers.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_engine/CustomRetrievers.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -80,7 +80,7 @@
      "text": [
       "Will not apply HSTS. The HSTS database must be a regular and non-world-writable file.\n",
       "ERROR: could not open HSTS store at '/home/loganm/.wget-hsts'. HSTS will be disabled.\n",
-      "--2023-11-23 12:54:37--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2023-11-23 12:54:37--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.109.133, 185.199.111.133, 185.199.108.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.109.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -96,7 +96,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/JSONalyze_query_engine.ipynb b/docs/docs/examples/query_engine/JSONalyze_query_engine.ipynb
index 08358a4e0..217066c18 100644
--- a/docs/docs/examples/query_engine/JSONalyze_query_engine.ipynb
+++ b/docs/docs/examples/query_engine/JSONalyze_query_engine.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_engine/json_list_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_engine/json_list_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
     "\n",
     "# JSONalyze Query Engine"
    ]
diff --git a/docs/docs/examples/query_engine/JointQASummary.ipynb b/docs/docs/examples/query_engine/JointQASummary.ipynb
index a7df81d69..932328087 100644
--- a/docs/docs/examples/query_engine/JointQASummary.ipynb
+++ b/docs/docs/examples/query_engine/JointQASummary.ipynb
@@ -5,7 +5,7 @@
    "id": "5f1c83e5",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_engine/JointQASummary.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_engine/JointQASummary.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -88,7 +88,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/RetrieverRouterQueryEngine.ipynb b/docs/docs/examples/query_engine/RetrieverRouterQueryEngine.ipynb
index 08e656ed1..6bfbc06d2 100644
--- a/docs/docs/examples/query_engine/RetrieverRouterQueryEngine.ipynb
+++ b/docs/docs/examples/query_engine/RetrieverRouterQueryEngine.ipynb
@@ -113,7 +113,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/SQLAutoVectorQueryEngine.ipynb b/docs/docs/examples/query_engine/SQLAutoVectorQueryEngine.ipynb
index 7b923f982..112eb2995 100644
--- a/docs/docs/examples/query_engine/SQLAutoVectorQueryEngine.ipynb
+++ b/docs/docs/examples/query_engine/SQLAutoVectorQueryEngine.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_engine/SQLAutoVectorQueryEngine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_engine/SQLAutoVectorQueryEngine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/SQLJoinQueryEngine.ipynb b/docs/docs/examples/query_engine/SQLJoinQueryEngine.ipynb
index 146e6ad1d..e9b723122 100644
--- a/docs/docs/examples/query_engine/SQLJoinQueryEngine.ipynb
+++ b/docs/docs/examples/query_engine/SQLJoinQueryEngine.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_engine/SQLJoinQueryEngine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_engine/SQLJoinQueryEngine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/SQLRouterQueryEngine.ipynb b/docs/docs/examples/query_engine/SQLRouterQueryEngine.ipynb
index 9b796ae5e..2cebbcd00 100644
--- a/docs/docs/examples/query_engine/SQLRouterQueryEngine.ipynb
+++ b/docs/docs/examples/query_engine/SQLRouterQueryEngine.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_engine/SQLRouterQueryEngine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_engine/SQLRouterQueryEngine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/citation_query_engine.ipynb b/docs/docs/examples/query_engine/citation_query_engine.ipynb
index 28d67bf4e..2e03423a8 100644
--- a/docs/docs/examples/query_engine/citation_query_engine.ipynb
+++ b/docs/docs/examples/query_engine/citation_query_engine.ipynb
@@ -5,7 +5,7 @@
    "id": "f560d34d",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_engine/citation_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_engine/citation_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -119,7 +119,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/custom_query_engine.ipynb b/docs/docs/examples/query_engine/custom_query_engine.ipynb
index 4b0e6a661..b459f8725 100644
--- a/docs/docs/examples/query_engine/custom_query_engine.ipynb
+++ b/docs/docs/examples/query_engine/custom_query_engine.ipynb
@@ -87,7 +87,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/ensemble_query_engine.ipynb b/docs/docs/examples/query_engine/ensemble_query_engine.ipynb
index 8eef386f0..ebbdccd6d 100644
--- a/docs/docs/examples/query_engine/ensemble_query_engine.ipynb
+++ b/docs/docs/examples/query_engine/ensemble_query_engine.ipynb
@@ -5,7 +5,7 @@
    "id": "9bbed780",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_engine/ensemble_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_engine/ensemble_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/flare_query_engine.ipynb b/docs/docs/examples/query_engine/flare_query_engine.ipynb
index 931810a6d..73290b04d 100644
--- a/docs/docs/examples/query_engine/flare_query_engine.ipynb
+++ b/docs/docs/examples/query_engine/flare_query_engine.ipynb
@@ -5,7 +5,7 @@
    "id": "5e329054",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_engine/flare_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_engine/flare_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -80,7 +80,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/json_query_engine.ipynb b/docs/docs/examples/query_engine/json_query_engine.ipynb
index 79b4e4bb6..5471e8688 100644
--- a/docs/docs/examples/query_engine/json_query_engine.ipynb
+++ b/docs/docs/examples/query_engine/json_query_engine.ipynb
@@ -5,7 +5,7 @@
    "id": "fa753135",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_engine/json_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_engine/json_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/knowledge_graph_rag_query_engine.ipynb b/docs/docs/examples/query_engine/knowledge_graph_rag_query_engine.ipynb
index 5665d25e6..4d82a472f 100644
--- a/docs/docs/examples/query_engine/knowledge_graph_rag_query_engine.ipynb
+++ b/docs/docs/examples/query_engine/knowledge_graph_rag_query_engine.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_engine/knowledge_graph_rag_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_engine/knowledge_graph_rag_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/pandas_query_engine.ipynb b/docs/docs/examples/query_engine/pandas_query_engine.ipynb
index d5dcc5fda..281ef2a23 100644
--- a/docs/docs/examples/query_engine/pandas_query_engine.ipynb
+++ b/docs/docs/examples/query_engine/pandas_query_engine.ipynb
@@ -5,7 +5,7 @@
    "id": "8329aae0",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_engine/pandas_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_engine/pandas_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -238,7 +238,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-01-13 17:45:15--  https://raw.githubusercontent.com/jerryjliu/llama_index/main/docs/examples/data/csv/titanic_train.csv\n",
+      "--2024-01-13 17:45:15--  https://raw.githubusercontent.com/jerryjliu/llama_index/main/docs/docs/examples/data/csv/titanic_train.csv\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8003::154, 2606:50c0:8002::154, 2606:50c0:8001::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8003::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -253,7 +253,7 @@
     }
    ],
    "source": [
-    "!wget 'https://raw.githubusercontent.com/jerryjliu/llama_index/main/docs/examples/data/csv/titanic_train.csv' -O 'titanic_train.csv'"
+    "!wget 'https://raw.githubusercontent.com/jerryjliu/llama_index/main/docs/docs/examples/data/csv/titanic_train.csv' -O 'titanic_train.csv'"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/pgvector_sql_query_engine.ipynb b/docs/docs/examples/query_engine/pgvector_sql_query_engine.ipynb
index dd6f66abf..e006844b0 100644
--- a/docs/docs/examples/query_engine/pgvector_sql_query_engine.ipynb
+++ b/docs/docs/examples/query_engine/pgvector_sql_query_engine.ipynb
@@ -90,7 +90,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/pydantic_query_engine.ipynb b/docs/docs/examples/query_engine/pydantic_query_engine.ipynb
index 2795f16ce..73caf0010 100644
--- a/docs/docs/examples/query_engine/pydantic_query_engine.ipynb
+++ b/docs/docs/examples/query_engine/pydantic_query_engine.ipynb
@@ -90,7 +90,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/query_engine/sub_question_query_engine.ipynb b/docs/docs/examples/query_engine/sub_question_query_engine.ipynb
index dd166377a..6d16892af 100644
--- a/docs/docs/examples/query_engine/sub_question_query_engine.ipynb
+++ b/docs/docs/examples/query_engine/sub_question_query_engine.ipynb
@@ -5,7 +5,7 @@
    "id": "0e3e4245",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_engine/sub_question_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_engine/sub_question_query_engine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -112,7 +112,7 @@
      "text": [
       "Will not apply HSTS. The HSTS database must be a regular and non-world-writable file.\n",
       "ERROR: could not open HSTS store at '/home/loganm/.wget-hsts'. HSTS will be disabled.\n",
-      "--2024-01-28 11:27:04--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-01-28 11:27:04--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.111.133, 185.199.108.133, 185.199.109.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.111.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -128,7 +128,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/query_transformations/HyDEQueryTransformDemo.ipynb b/docs/docs/examples/query_transformations/HyDEQueryTransformDemo.ipynb
index fa86b3bd9..ac6b26331 100644
--- a/docs/docs/examples/query_transformations/HyDEQueryTransformDemo.ipynb
+++ b/docs/docs/examples/query_transformations/HyDEQueryTransformDemo.ipynb
@@ -5,7 +5,7 @@
    "id": "033d7aed",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_transformations/HyDEQueryTransformDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_transformations/HyDEQueryTransformDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -51,7 +51,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/query_transformations/SimpleIndexDemo-multistep.ipynb b/docs/docs/examples/query_transformations/SimpleIndexDemo-multistep.ipynb
index 8bf69a975..6ac46ee82 100644
--- a/docs/docs/examples/query_transformations/SimpleIndexDemo-multistep.ipynb
+++ b/docs/docs/examples/query_transformations/SimpleIndexDemo-multistep.ipynb
@@ -5,7 +5,7 @@
    "id": "5e0768d5",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_transformations/SimpleIndexDemo-multistep.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_transformations/SimpleIndexDemo-multistep.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -64,7 +64,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/query_transformations/query_transform_cookbook.ipynb b/docs/docs/examples/query_transformations/query_transform_cookbook.ipynb
index 35b327d15..79a9cd4c0 100644
--- a/docs/docs/examples/query_transformations/query_transform_cookbook.ipynb
+++ b/docs/docs/examples/query_transformations/query_transform_cookbook.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# Query Transform Cookbook \n",
     "\n",
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/query_transformations/query_transform_cookbook.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/query_transformations/query_transform_cookbook.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
     "\n",
     "A user query can be transformed and decomposed in many ways before being executed as part of a RAG query engine, agent, or any other pipeline.\n",
     "\n",
diff --git a/docs/docs/examples/response_synthesizers/custom_prompt_synthesizer.ipynb b/docs/docs/examples/response_synthesizers/custom_prompt_synthesizer.ipynb
index 231e96964..158b67d88 100644
--- a/docs/docs/examples/response_synthesizers/custom_prompt_synthesizer.ipynb
+++ b/docs/docs/examples/response_synthesizers/custom_prompt_synthesizer.ipynb
@@ -78,7 +78,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/response_synthesizers/long_context_test.ipynb b/docs/docs/examples/response_synthesizers/long_context_test.ipynb
index bcd3e2d53..be351f1be 100644
--- a/docs/docs/examples/response_synthesizers/long_context_test.ipynb
+++ b/docs/docs/examples/response_synthesizers/long_context_test.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# Stress-Testing Long Context LLMs with a Recall Task\n",
     "\n",
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/agent/openai_retrieval_benchmark.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/agent/openai_retrieval_benchmark.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
     "\n",
     "In this section we stress-test long context recall capabilities of GPT-4 and Claude v2. This is inspired by [Greg Kamradt's tweet](https://x.com/GregKamradt/status/1722386725635580292?s=20). \n",
     "\n",
@@ -73,7 +73,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2023-11-09 00:35:55--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf\n",
+      "--2023-11-09 00:35:55--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8000::154, 2606:50c0:8002::154, 2606:50c0:8003::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8000::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -84,7 +84,7 @@
       "\n",
       "2023-11-09 00:36:04 (18.2 MB/s) - ‘data/10k/uber_2021.pdf’ saved [1880483/1880483]\n",
       "\n",
-      "--2023-11-09 00:36:04--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf\n",
+      "--2023-11-09 00:36:04--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8000::154, 2606:50c0:8002::154, 2606:50c0:8003::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8000::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -100,7 +100,7 @@
    ],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/response_synthesizers/pydantic_tree_summarize.ipynb b/docs/docs/examples/response_synthesizers/pydantic_tree_summarize.ipynb
index f85f10394..8f02dd25d 100644
--- a/docs/docs/examples/response_synthesizers/pydantic_tree_summarize.ipynb
+++ b/docs/docs/examples/response_synthesizers/pydantic_tree_summarize.ipynb
@@ -51,7 +51,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/response_synthesizers/refine.ipynb b/docs/docs/examples/response_synthesizers/refine.ipynb
index 5fedb0070..0941662a9 100644
--- a/docs/docs/examples/response_synthesizers/refine.ipynb
+++ b/docs/docs/examples/response_synthesizers/refine.ipynb
@@ -5,7 +5,7 @@
    "id": "91dea8fd",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/response_synthesizers/refine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/response_synthesizers/refine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -61,7 +61,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/response_synthesizers/structured_refine.ipynb b/docs/docs/examples/response_synthesizers/structured_refine.ipynb
index 682970ba8..825b0df0a 100644
--- a/docs/docs/examples/response_synthesizers/structured_refine.ipynb
+++ b/docs/docs/examples/response_synthesizers/structured_refine.ipynb
@@ -5,7 +5,7 @@
    "id": "def266be",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/response_synthesizers/structured_refine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/response_synthesizers/structured_refine.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/response_synthesizers/tree_summarize.ipynb b/docs/docs/examples/response_synthesizers/tree_summarize.ipynb
index fbdad99fc..493f83a30 100644
--- a/docs/docs/examples/response_synthesizers/tree_summarize.ipynb
+++ b/docs/docs/examples/response_synthesizers/tree_summarize.ipynb
@@ -5,7 +5,7 @@
    "id": "dad51427",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/response_synthesizers/tree_summarize.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/response_synthesizers/tree_summarize.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -51,7 +51,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/retrievers/auto_merging_retriever.ipynb b/docs/docs/examples/retrievers/auto_merging_retriever.ipynb
index 6082fbc14..f1f8d5f38 100644
--- a/docs/docs/examples/retrievers/auto_merging_retriever.ipynb
+++ b/docs/docs/examples/retrievers/auto_merging_retriever.ipynb
@@ -5,7 +5,7 @@
    "id": "b39acfe0",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/retrievers/auto_merging_retriever.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/retrievers/auto_merging_retriever.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/retrievers/bm25_retriever.ipynb b/docs/docs/examples/retrievers/bm25_retriever.ipynb
index 550e777f9..ab00b6658 100644
--- a/docs/docs/examples/retrievers/bm25_retriever.ipynb
+++ b/docs/docs/examples/retrievers/bm25_retriever.ipynb
@@ -5,7 +5,7 @@
    "id": "723fcf40",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/retrievers/bm25_retriever.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/retrievers/bm25_retriever.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -127,7 +127,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/retrievers/multi_doc_together_hybrid.ipynb b/docs/docs/examples/retrievers/multi_doc_together_hybrid.ipynb
index 44f9dbbdc..7a7e97642 100644
--- a/docs/docs/examples/retrievers/multi_doc_together_hybrid.ipynb
+++ b/docs/docs/examples/retrievers/multi_doc_together_hybrid.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/embeddings/together.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/embeddings/together.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/retrievers/reciprocal_rerank_fusion.ipynb b/docs/docs/examples/retrievers/reciprocal_rerank_fusion.ipynb
index ebfe9002e..94fdd6677 100644
--- a/docs/docs/examples/retrievers/reciprocal_rerank_fusion.ipynb
+++ b/docs/docs/examples/retrievers/reciprocal_rerank_fusion.ipynb
@@ -74,7 +74,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-02-12 17:59:58--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-02-12 17:59:58--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8003::154, 2606:50c0:8001::154, 2606:50c0:8002::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8003::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -90,7 +90,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/retrievers/recursive_retriever_nodes.ipynb b/docs/docs/examples/retrievers/recursive_retriever_nodes.ipynb
index 770649dbe..8e0b8da30 100644
--- a/docs/docs/examples/retrievers/recursive_retriever_nodes.ipynb
+++ b/docs/docs/examples/retrievers/recursive_retriever_nodes.ipynb
@@ -5,7 +5,7 @@
    "id": "94f8a023",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/retrievers/recursive_retriever_nodes.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/retrievers/recursive_retriever_nodes.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/retrievers/relative_score_dist_fusion.ipynb b/docs/docs/examples/retrievers/relative_score_dist_fusion.ipynb
index da10c4e3e..f4282a1e7 100644
--- a/docs/docs/examples/retrievers/relative_score_dist_fusion.ipynb
+++ b/docs/docs/examples/retrievers/relative_score_dist_fusion.ipynb
@@ -70,7 +70,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/retrievers/router_retriever.ipynb b/docs/docs/examples/retrievers/router_retriever.ipynb
index 2e6e1d1e9..da1ac47bd 100644
--- a/docs/docs/examples/retrievers/router_retriever.ipynb
+++ b/docs/docs/examples/retrievers/router_retriever.ipynb
@@ -126,7 +126,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/tools/OnDemandLoaderTool.ipynb b/docs/docs/examples/tools/OnDemandLoaderTool.ipynb
index 01460ba45..a26cd9270 100644
--- a/docs/docs/examples/tools/OnDemandLoaderTool.ipynb
+++ b/docs/docs/examples/tools/OnDemandLoaderTool.ipynb
@@ -5,7 +5,7 @@
    "id": "4f4b3e2a",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/tools/OnDemandLoaderTool.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/tools/OnDemandLoaderTool.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
diff --git a/docs/docs/examples/tools/eval_query_engine_tool.ipynb b/docs/docs/examples/tools/eval_query_engine_tool.ipynb
index d09415301..534dc1608 100644
--- a/docs/docs/examples/tools/eval_query_engine_tool.ipynb
+++ b/docs/docs/examples/tools/eval_query_engine_tool.ipynb
@@ -6,7 +6,7 @@
    "id": "6b0186a4",
    "metadata": {},
    "source": [
-    "<a href=\"https://colab.research.google.com/github/run-llama/llama_index/blob/main/docs/examples/tools/eval_query_engine_tool.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+    "<a href=\"https://colab.research.google.com/github/run-llama/llama_index/blob/main/docs/docs/examples/tools/eval_query_engine_tool.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
   {
@@ -142,8 +142,8 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/usecases/10k_sub_question.ipynb b/docs/docs/examples/usecases/10k_sub_question.ipynb
index ba32514a4..fe68dee7f 100644
--- a/docs/docs/examples/usecases/10k_sub_question.ipynb
+++ b/docs/docs/examples/usecases/10k_sub_question.ipynb
@@ -133,8 +133,8 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/usecases/10q_sub_question.ipynb b/docs/docs/examples/usecases/10q_sub_question.ipynb
index 871990159..045ac2001 100644
--- a/docs/docs/examples/usecases/10q_sub_question.ipynb
+++ b/docs/docs/examples/usecases/10q_sub_question.ipynb
@@ -125,9 +125,9 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10q/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/AstraDBIndexDemo.ipynb b/docs/docs/examples/vector_stores/AstraDBIndexDemo.ipynb
index 726d02d3c..6e6b99426 100644
--- a/docs/docs/examples/vector_stores/AstraDBIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/AstraDBIndexDemo.ipynb
@@ -103,7 +103,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/AwadbDemo.ipynb b/docs/docs/examples/vector_stores/AwadbDemo.ipynb
index 2b27afbae..fb0859c9e 100644
--- a/docs/docs/examples/vector_stores/AwadbDemo.ipynb
+++ b/docs/docs/examples/vector_stores/AwadbDemo.ipynb
@@ -123,7 +123,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/AzureAISearchIndexDemo.ipynb b/docs/docs/examples/vector_stores/AzureAISearchIndexDemo.ipynb
index 5be7fa793..15f9bbe86 100644
--- a/docs/docs/examples/vector_stores/AzureAISearchIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/AzureAISearchIndexDemo.ipynb
@@ -204,7 +204,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/AzureCosmosDBMongoDBvCoreDemo.ipynb b/docs/docs/examples/vector_stores/AzureCosmosDBMongoDBvCoreDemo.ipynb
index 3d303b8eb..1fd7c9808 100644
--- a/docs/docs/examples/vector_stores/AzureCosmosDBMongoDBvCoreDemo.ipynb
+++ b/docs/docs/examples/vector_stores/AzureCosmosDBMongoDBvCoreDemo.ipynb
@@ -131,7 +131,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/BagelIndexDemo.ipynb b/docs/docs/examples/vector_stores/BagelIndexDemo.ipynb
index 5ab6701ea..1ffa0abb1 100644
--- a/docs/docs/examples/vector_stores/BagelIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/BagelIndexDemo.ipynb
@@ -130,7 +130,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/BaiduVectorDBIndexDemo.ipynb b/docs/docs/examples/vector_stores/BaiduVectorDBIndexDemo.ipynb
index a2879e911..8546e868b 100644
--- a/docs/docs/examples/vector_stores/BaiduVectorDBIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/BaiduVectorDBIndexDemo.ipynb
@@ -129,7 +129,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/CassandraIndexDemo.ipynb b/docs/docs/examples/vector_stores/CassandraIndexDemo.ipynb
index 8025bd295..b2906606e 100644
--- a/docs/docs/examples/vector_stores/CassandraIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/CassandraIndexDemo.ipynb
@@ -242,7 +242,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2023-11-10 01:44:05--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2023-11-10 01:44:05--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.109.133, 185.199.110.133, 185.199.111.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.109.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -258,7 +258,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/ChromaFireworksNomic.ipynb b/docs/docs/examples/vector_stores/ChromaFireworksNomic.ipynb
index 1135ec791..b06988c16 100644
--- a/docs/docs/examples/vector_stores/ChromaFireworksNomic.ipynb
+++ b/docs/docs/examples/vector_stores/ChromaFireworksNomic.ipynb
@@ -195,7 +195,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-02-24 01:44:58--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-02-24 01:44:58--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.111.133, 185.199.110.133, 185.199.109.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.111.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -211,7 +211,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/ChromaIndexDemo.ipynb b/docs/docs/examples/vector_stores/ChromaIndexDemo.ipynb
index 9d4ececfa..2af1b2460 100644
--- a/docs/docs/examples/vector_stores/ChromaIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/ChromaIndexDemo.ipynb
@@ -170,7 +170,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/ClickHouseIndexDemo.ipynb b/docs/docs/examples/vector_stores/ClickHouseIndexDemo.ipynb
index 112decfec..fa5867c3c 100644
--- a/docs/docs/examples/vector_stores/ClickHouseIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/ClickHouseIndexDemo.ipynb
@@ -143,7 +143,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-02-13 10:08:31--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\r\n",
+      "--2024-02-13 10:08:31--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\r\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.111.133, 185.199.109.133, 185.199.110.133, ...\r\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.111.133|:443... connected.\r\n",
       "HTTP request sent, awaiting response... 200 OK\r\n",
@@ -159,7 +159,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/DashvectorIndexDemo.ipynb b/docs/docs/examples/vector_stores/DashvectorIndexDemo.ipynb
index 3002039d2..8e8fc47b7 100644
--- a/docs/docs/examples/vector_stores/DashvectorIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/DashvectorIndexDemo.ipynb
@@ -141,7 +141,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/DatabricksVectorSearchDemo.ipynb b/docs/docs/examples/vector_stores/DatabricksVectorSearchDemo.ipynb
index e48cfd926..420df8de7 100644
--- a/docs/docs/examples/vector_stores/DatabricksVectorSearchDemo.ipynb
+++ b/docs/docs/examples/vector_stores/DatabricksVectorSearchDemo.ipynb
@@ -81,7 +81,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/DeepLakeIndexDemo.ipynb b/docs/docs/examples/vector_stores/DeepLakeIndexDemo.ipynb
index b1c8656fc..de24ee815 100644
--- a/docs/docs/examples/vector_stores/DeepLakeIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/DeepLakeIndexDemo.ipynb
@@ -83,7 +83,7 @@
     "import urllib.request\n",
     "\n",
     "urllib.request.urlretrieve(\n",
-    "    \"https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\",\n",
+    "    \"https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\",\n",
     "    \"data/paul_graham/paul_graham_essay.txt\",\n",
     ")"
    ]
diff --git a/docs/docs/examples/vector_stores/DocArrayHnswIndexDemo.ipynb b/docs/docs/examples/vector_stores/DocArrayHnswIndexDemo.ipynb
index 7024942c4..61c5c8a68 100644
--- a/docs/docs/examples/vector_stores/DocArrayHnswIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/DocArrayHnswIndexDemo.ipynb
@@ -111,7 +111,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/DocArrayInMemoryIndexDemo.ipynb b/docs/docs/examples/vector_stores/DocArrayInMemoryIndexDemo.ipynb
index 0d1d406bb..7c1bf4b3c 100644
--- a/docs/docs/examples/vector_stores/DocArrayInMemoryIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/DocArrayInMemoryIndexDemo.ipynb
@@ -112,7 +112,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/DuckDBDemo.ipynb b/docs/docs/examples/vector_stores/DuckDBDemo.ipynb
index 4d0618c2f..61b78f20e 100644
--- a/docs/docs/examples/vector_stores/DuckDBDemo.ipynb
+++ b/docs/docs/examples/vector_stores/DuckDBDemo.ipynb
@@ -118,7 +118,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-02-16 19:38:34--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-02-16 19:38:34--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.110.133, 185.199.111.133, 185.199.108.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.110.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -134,7 +134,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/ElasticsearchIndexDemo.ipynb b/docs/docs/examples/vector_stores/ElasticsearchIndexDemo.ipynb
index 3a7db83ec..c8edb9b0d 100644
--- a/docs/docs/examples/vector_stores/ElasticsearchIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/ElasticsearchIndexDemo.ipynb
@@ -207,7 +207,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/Elasticsearch_demo.ipynb b/docs/docs/examples/vector_stores/Elasticsearch_demo.ipynb
index 1f3bfb9dc..91a77cf72 100644
--- a/docs/docs/examples/vector_stores/Elasticsearch_demo.ipynb
+++ b/docs/docs/examples/vector_stores/Elasticsearch_demo.ipynb
@@ -108,7 +108,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/EpsillaIndexDemo.ipynb b/docs/docs/examples/vector_stores/EpsillaIndexDemo.ipynb
index 234895baa..ed4196fb1 100644
--- a/docs/docs/examples/vector_stores/EpsillaIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/EpsillaIndexDemo.ipynb
@@ -117,7 +117,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/FaissIndexDemo.ipynb b/docs/docs/examples/vector_stores/FaissIndexDemo.ipynb
index 1f3f9a303..5e7f823d3 100644
--- a/docs/docs/examples/vector_stores/FaissIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/FaissIndexDemo.ipynb
@@ -127,7 +127,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/LanceDBIndexDemo.ipynb b/docs/docs/examples/vector_stores/LanceDBIndexDemo.ipynb
index 732fdedc3..b84c87215 100644
--- a/docs/docs/examples/vector_stores/LanceDBIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/LanceDBIndexDemo.ipynb
@@ -107,7 +107,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/LanternIndexDemo.ipynb b/docs/docs/examples/vector_stores/LanternIndexDemo.ipynb
index 92b7b36f6..e602b5f52 100644
--- a/docs/docs/examples/vector_stores/LanternIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/LanternIndexDemo.ipynb
@@ -102,7 +102,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/MetalIndexDemo.ipynb b/docs/docs/examples/vector_stores/MetalIndexDemo.ipynb
index d36217093..d80a3b507 100644
--- a/docs/docs/examples/vector_stores/MetalIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/MetalIndexDemo.ipynb
@@ -87,7 +87,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/MilvusIndexDemo.ipynb b/docs/docs/examples/vector_stores/MilvusIndexDemo.ipynb
index 6544a65d6..3fa41f2a3 100644
--- a/docs/docs/examples/vector_stores/MilvusIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/MilvusIndexDemo.ipynb
@@ -115,7 +115,7 @@
    "outputs": [],
    "source": [
     "! mkdir -p 'data/paul_graham/'\n",
-    "! wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "! wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/MongoDBAtlasVectorSearch.ipynb b/docs/docs/examples/vector_stores/MongoDBAtlasVectorSearch.ipynb
index 822667978..bbee1a63d 100644
--- a/docs/docs/examples/vector_stores/MongoDBAtlasVectorSearch.ipynb
+++ b/docs/docs/examples/vector_stores/MongoDBAtlasVectorSearch.ipynb
@@ -71,7 +71,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/10k/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/MyScaleIndexDemo.ipynb b/docs/docs/examples/vector_stores/MyScaleIndexDemo.ipynb
index 34259a8be..c52d51e21 100644
--- a/docs/docs/examples/vector_stores/MyScaleIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/MyScaleIndexDemo.ipynb
@@ -151,7 +151,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/Neo4jVectorDemo.ipynb b/docs/docs/examples/vector_stores/Neo4jVectorDemo.ipynb
index 5e6883f81..eb9b0618e 100644
--- a/docs/docs/examples/vector_stores/Neo4jVectorDemo.ipynb
+++ b/docs/docs/examples/vector_stores/Neo4jVectorDemo.ipynb
@@ -123,7 +123,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2023-12-14 18:44:00--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2023-12-14 18:44:00--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.111.133, 185.199.109.133, 185.199.110.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.111.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -139,7 +139,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/OpensearchDemo.ipynb b/docs/docs/examples/vector_stores/OpensearchDemo.ipynb
index 58eb17362..65c5a67e5 100644
--- a/docs/docs/examples/vector_stores/OpensearchDemo.ipynb
+++ b/docs/docs/examples/vector_stores/OpensearchDemo.ipynb
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/PGVectoRsDemo.ipynb b/docs/docs/examples/vector_stores/PGVectoRsDemo.ipynb
index 5464d7407..504e7d82f 100644
--- a/docs/docs/examples/vector_stores/PGVectoRsDemo.ipynb
+++ b/docs/docs/examples/vector_stores/PGVectoRsDemo.ipynb
@@ -173,7 +173,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/PineconeIndexDemo-Hybrid.ipynb b/docs/docs/examples/vector_stores/PineconeIndexDemo-Hybrid.ipynb
index 7148529a6..4fe07ba36 100644
--- a/docs/docs/examples/vector_stores/PineconeIndexDemo-Hybrid.ipynb
+++ b/docs/docs/examples/vector_stores/PineconeIndexDemo-Hybrid.ipynb
@@ -170,7 +170,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/PineconeIndexDemo.ipynb b/docs/docs/examples/vector_stores/PineconeIndexDemo.ipynb
index bf857d1d2..5c6298f28 100644
--- a/docs/docs/examples/vector_stores/PineconeIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/PineconeIndexDemo.ipynb
@@ -190,7 +190,7 @@
      "text": [
       "Will not apply HSTS. The HSTS database must be a regular and non-world-writable file.\n",
       "ERROR: could not open HSTS store at '/home/loganm/.wget-hsts'. HSTS will be disabled.\n",
-      "--2024-01-16 11:56:25--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-01-16 11:56:25--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.111.133, 185.199.110.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -206,7 +206,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/QdrantIndexDemo.ipynb b/docs/docs/examples/vector_stores/QdrantIndexDemo.ipynb
index 612b0ad6d..4fece4e30 100644
--- a/docs/docs/examples/vector_stores/QdrantIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/QdrantIndexDemo.ipynb
@@ -113,7 +113,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/RedisIndexDemo.ipynb b/docs/docs/examples/vector_stores/RedisIndexDemo.ipynb
index 7aff817de..c3bd2d256 100644
--- a/docs/docs/examples/vector_stores/RedisIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/RedisIndexDemo.ipynb
@@ -142,7 +142,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/SimpleIndexDemo.ipynb b/docs/docs/examples/vector_stores/SimpleIndexDemo.ipynb
index ce3a9dd7f..07f233de9 100644
--- a/docs/docs/examples/vector_stores/SimpleIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/SimpleIndexDemo.ipynb
@@ -153,7 +153,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-02-12 13:21:13--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-02-12 13:21:13--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.110.133, 185.199.111.133, 185.199.108.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.110.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -169,7 +169,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/SimpleIndexDemoLlama-Local.ipynb b/docs/docs/examples/vector_stores/SimpleIndexDemoLlama-Local.ipynb
index be7c69b4b..8e7789090 100644
--- a/docs/docs/examples/vector_stores/SimpleIndexDemoLlama-Local.ipynb
+++ b/docs/docs/examples/vector_stores/SimpleIndexDemoLlama-Local.ipynb
@@ -174,7 +174,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/SimpleIndexDemoMMR.ipynb b/docs/docs/examples/vector_stores/SimpleIndexDemoMMR.ipynb
index 6b802d6e8..01b6664cf 100644
--- a/docs/docs/examples/vector_stores/SimpleIndexDemoMMR.ipynb
+++ b/docs/docs/examples/vector_stores/SimpleIndexDemoMMR.ipynb
@@ -58,7 +58,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/SimpleIndexOnS3.ipynb b/docs/docs/examples/vector_stores/SimpleIndexOnS3.ipynb
index 5f01b5ae1..a137f0f3c 100644
--- a/docs/docs/examples/vector_stores/SimpleIndexOnS3.ipynb
+++ b/docs/docs/examples/vector_stores/SimpleIndexOnS3.ipynb
@@ -114,7 +114,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/SupabaseVectorIndexDemo.ipynb b/docs/docs/examples/vector_stores/SupabaseVectorIndexDemo.ipynb
index 3fc979d7a..146e6296b 100644
--- a/docs/docs/examples/vector_stores/SupabaseVectorIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/SupabaseVectorIndexDemo.ipynb
@@ -108,7 +108,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/TairIndexDemo.ipynb b/docs/docs/examples/vector_stores/TairIndexDemo.ipynb
index ea200c6f7..fc7e69f9d 100644
--- a/docs/docs/examples/vector_stores/TairIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/TairIndexDemo.ipynb
@@ -127,7 +127,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/TencentVectorDBIndexDemo.ipynb b/docs/docs/examples/vector_stores/TencentVectorDBIndexDemo.ipynb
index c36479d2c..6cfbb8a82 100644
--- a/docs/docs/examples/vector_stores/TencentVectorDBIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/TencentVectorDBIndexDemo.ipynb
@@ -146,7 +146,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/Timescalevector.ipynb b/docs/docs/examples/vector_stores/Timescalevector.ipynb
index 5e3dee21e..05c6fa9b3 100644
--- a/docs/docs/examples/vector_stores/Timescalevector.ipynb
+++ b/docs/docs/examples/vector_stores/Timescalevector.ipynb
@@ -196,7 +196,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/TxtaiIndexDemo.ipynb b/docs/docs/examples/vector_stores/TxtaiIndexDemo.ipynb
index 6ee46265c..af6fc271f 100644
--- a/docs/docs/examples/vector_stores/TxtaiIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/TxtaiIndexDemo.ipynb
@@ -126,7 +126,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/TypesenseDemo.ipynb b/docs/docs/examples/vector_stores/TypesenseDemo.ipynb
index 8f25f13fc..865775b53 100644
--- a/docs/docs/examples/vector_stores/TypesenseDemo.ipynb
+++ b/docs/docs/examples/vector_stores/TypesenseDemo.ipynb
@@ -46,7 +46,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/UpstashVectorDemo.ipynb b/docs/docs/examples/vector_stores/UpstashVectorDemo.ipynb
index 32ba1d9a2..d1ff631c2 100644
--- a/docs/docs/examples/vector_stores/UpstashVectorDemo.ipynb
+++ b/docs/docs/examples/vector_stores/UpstashVectorDemo.ipynb
@@ -50,7 +50,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-02-03 20:04:25--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-02-03 20:04:25--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -67,7 +67,7 @@
    "source": [
     "# Download data\n",
     "! mkdir -p 'data/paul_graham/'\n",
-    "! wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "! wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/WeaviateIndexDemo-Hybrid.ipynb b/docs/docs/examples/vector_stores/WeaviateIndexDemo-Hybrid.ipynb
index fc2f1c205..eebbe624a 100644
--- a/docs/docs/examples/vector_stores/WeaviateIndexDemo-Hybrid.ipynb
+++ b/docs/docs/examples/vector_stores/WeaviateIndexDemo-Hybrid.ipynb
@@ -135,7 +135,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/WeaviateIndexDemo.ipynb b/docs/docs/examples/vector_stores/WeaviateIndexDemo.ipynb
index dbb1655e4..4dac1daa6 100644
--- a/docs/docs/examples/vector_stores/WeaviateIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/WeaviateIndexDemo.ipynb
@@ -164,7 +164,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/ZepIndexDemo.ipynb b/docs/docs/examples/vector_stores/ZepIndexDemo.ipynb
index 38e602ba8..ca0a35870 100644
--- a/docs/docs/examples/vector_stores/ZepIndexDemo.ipynb
+++ b/docs/docs/examples/vector_stores/ZepIndexDemo.ipynb
@@ -135,7 +135,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/docs/docs/examples/vector_stores/postgres.ipynb b/docs/docs/examples/vector_stores/postgres.ipynb
index 6ae85fb73..30d032d99 100644
--- a/docs/docs/examples/vector_stores/postgres.ipynb
+++ b/docs/docs/examples/vector_stores/postgres.ipynb
@@ -133,7 +133,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-03-14 02:56:30--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-03-14 02:56:30--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.111.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -149,7 +149,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
@@ -589,7 +589,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-03-14 02:56:46--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/csv/commit_history.csv\n",
+      "--2024-03-14 02:56:46--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/csv/commit_history.csv\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.111.133, 185.199.108.133, 185.199.109.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.111.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -605,7 +605,7 @@
    ],
    "source": [
     "!mkdir -p 'data/git_commits/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/csv/commit_history.csv' -O 'data/git_commits/commit_history.csv'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/csv/commit_history.csv' -O 'data/git_commits/commit_history.csv'"
    ]
   },
   {
diff --git a/docs/docs/getting_started/discover_llamaindex.md b/docs/docs/getting_started/discover_llamaindex.md
index 69cb3cecf..cf8074423 100644
--- a/docs/docs/getting_started/discover_llamaindex.md
+++ b/docs/docs/getting_started/discover_llamaindex.md
@@ -29,7 +29,7 @@ This video covers managing documents from a source that is constantly updating (
 
 [Youtube](https://www.youtube.com/watch?v=j6dJcODLd_c)
 
-[Notebook and Supplementary Material](https://github.com/jerryjliu/llama_index/tree/main/docs/examples/discover_llamaindex/document_management/)
+[Notebook and Supplementary Material](https://github.com/jerryjliu/llama_index/tree/main/docs/docs/examples/discover_llamaindex/document_management/)
 
 [Reference Docs](../module_guides/indexing/document_management.md)
 
diff --git a/docs/docs/getting_started/starter_example.md b/docs/docs/getting_started/starter_example.md
index 50db6167a..43601e852 100644
--- a/docs/docs/getting_started/starter_example.md
+++ b/docs/docs/getting_started/starter_example.md
@@ -13,7 +13,7 @@ If you want to do our starter tutorial using only local models, [check out this
 
 This example uses the text of Paul Graham's essay, ["What I Worked On"](http://paulgraham.com/worked.html). This and many other examples can be found in the `examples` folder of our repo.
 
-The easiest way to get it is to [download it via this link](https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt) and save it in a folder called `data`.
+The easiest way to get it is to [download it via this link](https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt) and save it in a folder called `data`.
 
 ## Set your OpenAI API key
 
diff --git a/docs/docs/getting_started/starter_example_local.md b/docs/docs/getting_started/starter_example_local.md
index df0797fe7..6b376c492 100644
--- a/docs/docs/getting_started/starter_example_local.md
+++ b/docs/docs/getting_started/starter_example_local.md
@@ -9,7 +9,7 @@ This is our famous "5 lines of code" starter example with local LLM and embeddin
 
 This example uses the text of Paul Graham's essay, ["What I Worked On"](http://paulgraham.com/worked.html). This and many other examples can be found in the `examples` folder of our repo.
 
-The easiest way to get it is to [download it via this link](https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt) and save it in a folder called `data`.
+The easiest way to get it is to [download it via this link](https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt) and save it in a folder called `data`.
 
 ## Setup
 
diff --git a/docs/docs/module_guides/indexing/metadata_extraction.md b/docs/docs/module_guides/indexing/metadata_extraction.md
index 06fc5a9a7..003fdbf2c 100644
--- a/docs/docs/module_guides/indexing/metadata_extraction.md
+++ b/docs/docs/module_guides/indexing/metadata_extraction.md
@@ -6,7 +6,7 @@ In many cases, especially with long documents, a chunk of text may lack the cont
 
 To combat this, we use LLMs to extract certain contextual information relevant to the document to better help the retrieval and language models disambiguate similar-looking passages.
 
-We show this in an [example notebook](https://github.com/jerryjliu/llama_index/blob/main/docs/examples/metadata_extraction/MetadataExtractionSEC.ipynb) and demonstrate its effectiveness in processing long documents.
+We show this in an [example notebook](https://github.com/jerryjliu/llama_index/blob/main/docs/docs/examples/metadata_extraction/MetadataExtractionSEC.ipynb) and demonstrate its effectiveness in processing long documents.
 
 ## Usage
 
diff --git a/docs/docs/module_guides/loading/simpledirectoryreader.md b/docs/docs/module_guides/loading/simpledirectoryreader.md
index 074e37204..8f0bb486c 100644
--- a/docs/docs/module_guides/loading/simpledirectoryreader.md
+++ b/docs/docs/module_guides/loading/simpledirectoryreader.md
@@ -169,4 +169,4 @@ documents = reader.load_data()
 print(documents)
 ```
 
-A full example notebook can be found [here](https://github.com/run-llama/llama_index/blob/main/docs/examples/data_connectors/simple_directory_reader_remote_fs.ipynb).
+A full example notebook can be found [here](https://github.com/run-llama/llama_index/blob/main/docs/docs/examples/data_connectors/simple_directory_reader_remote_fs.ipynb).
diff --git a/docs/docs/optimizing/advanced_retrieval/query_transformations.md b/docs/docs/optimizing/advanced_retrieval/query_transformations.md
index 80b66ce5f..6898fbb0a 100644
--- a/docs/docs/optimizing/advanced_retrieval/query_transformations.md
+++ b/docs/docs/optimizing/advanced_retrieval/query_transformations.md
@@ -45,7 +45,7 @@ response = query_engine.query(query_str)
 print(response)
 ```
 
-Check out our [example notebook](https://github.com/jerryjliu/llama_index/blob/main/docs/examples/query_transformations/HyDEQueryTransformDemo.ipynb) for a full walkthrough.
+Check out our [example notebook](https://github.com/jerryjliu/llama_index/blob/main/docs/docs/examples/query_transformations/HyDEQueryTransformDemo.ipynb) for a full walkthrough.
 
 ### Multi-Step Query Transformations
 
diff --git a/docs/docs/understanding/putting_it_all_together/agents.md b/docs/docs/understanding/putting_it_all_together/agents.md
index 16d63540e..729325bb7 100644
--- a/docs/docs/understanding/putting_it_all_together/agents.md
+++ b/docs/docs/understanding/putting_it_all_together/agents.md
@@ -68,7 +68,7 @@ LlamaIndex provides core modules capable of automated reasoning for different us
 **Query Transformations**
 
 - [How-To](../../optimizing/advanced_retrieval/query_transformations.md)
-- [Multi-Step Query Decomposition](../../examples/query_transformations/HyDEQueryTransformDemo.ipynb) ([Notebook](https://github.com/jerryjliu/llama_index/blob/main/docs/examples/query_transformations/HyDEQueryTransformDemo.ipynb))
+- [Multi-Step Query Decomposition](../../examples/query_transformations/HyDEQueryTransformDemo.ipynb) ([Notebook](https://github.com/jerryjliu/llama_index/blob/main/docs/docs/examples/query_transformations/HyDEQueryTransformDemo.ipynb))
 
 **Routing**
 
diff --git a/docs/docs/understanding/putting_it_all_together/q_and_a.md b/docs/docs/understanding/putting_it_all_together/q_and_a.md
index 2b57b4860..f24f6c86e 100644
--- a/docs/docs/understanding/putting_it_all_together/q_and_a.md
+++ b/docs/docs/understanding/putting_it_all_together/q_and_a.md
@@ -194,7 +194,7 @@ query the index, and then ask followup questions.
 **Guides**
 
 - [Query Transformations](../../optimizing/advanced_retrieval/query_transformations.md)
-- [Multi-Step Query Decomposition](../../examples/query_transformations/HyDEQueryTransformDemo.ipynb) ([Notebook](https://github.com/jerryjliu/llama_index/blob/main/docs/examples/query_transformations/HyDEQueryTransformDemo.ipynb))
+- [Multi-Step Query Decomposition](../../examples/query_transformations/HyDEQueryTransformDemo.ipynb) ([Notebook](https://github.com/jerryjliu/llama_index/blob/main/docs/docs/examples/query_transformations/HyDEQueryTransformDemo.ipynb))
 
 ## Temporal Queries
 
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index 776b9bc72..04f72ed38 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -78,6 +78,7 @@ nav:
           - ./examples/agent/openai_retrieval_benchmark.ipynb
           - ./examples/agent/agent_runner/agent_around_query_pipeline_with_HyDE_for_PDFs.ipynb
           - ./examples/agent/mistral_agent.ipynb
+          - ./examples/agent/openai_agent_tool_call_parser.ipynb
       - Callbacks:
           - ./examples/callbacks/HoneyHiveLlamaIndexTracer.ipynb
           - ./examples/callbacks/PromptLayerHandler.ipynb
@@ -900,6 +901,7 @@ nav:
           - ./api_reference/postprocessor/sentence_optimizer.md
           - ./api_reference/postprocessor/similarity.md
           - ./api_reference/postprocessor/time_weighted.md
+          - ./api_reference/postprocessor/voyageai_rerank.md
       - Object Stores:
           - ./api_reference/objects/index.md
       - Output Parsers:
@@ -1011,6 +1013,7 @@ nav:
           - ./api_reference/readers/file.md
           - ./api_reference/readers/firebase_realtimedb.md
           - ./api_reference/readers/firestore.md
+          - ./api_reference/readers/gcs.md
           - ./api_reference/readers/genius.md
           - ./api_reference/readers/github.md
           - ./api_reference/readers/google.md
@@ -1068,6 +1071,7 @@ nav:
           - ./api_reference/readers/psychic.md
           - ./api_reference/readers/qdrant.md
           - ./api_reference/readers/rayyan.md
+          - ./api_reference/readers/readme.md
           - ./api_reference/readers/readwise.md
           - ./api_reference/readers/reddit.md
           - ./api_reference/readers/remote.md
@@ -1174,6 +1178,7 @@ nav:
           - Storage:
               - ./api_reference/storage/storage_context.md
           - Vector Store:
+              - ./api_reference/storage/vector_store/analyticdb.md
               - ./api_reference/storage/vector_store/astra_db.md
               - ./api_reference/storage/vector_store/awadb.md
               - ./api_reference/storage/vector_store/azureaisearch.md
@@ -1748,6 +1753,9 @@ plugins:
             - ../llama-index-packs/llama-index-packs-raft-dataset
             - ../llama-index-integrations/storage/docstore/llama-index-storage-docstore-elasticsearch
             - ../llama-index-integrations/storage/index_store/llama-index-storage-index-store-elasticsearch
+            - ../llama-index-integrations/postprocessor/llama-index-postprocessor-voyageai-rerank
+            - ../llama-index-integrations/readers/llama-index-readers-gcs
+            - ../llama-index-integrations/readers/llama-index-readers-readme
   - redirects:
       redirect_maps:
         ./api/llama_index.vector_stores.MongoDBAtlasVectorSearch.html: api_reference/storage/vector_store/mongodb.md
diff --git a/llama-index-core/CONTRIBUTING.md b/llama-index-core/CONTRIBUTING.md
index 5b395fa78..217f292ea 100644
--- a/llama-index-core/CONTRIBUTING.md
+++ b/llama-index-core/CONTRIBUTING.md
@@ -333,7 +333,7 @@ make test
 For changes that involve entirely new features, it may be worth adding an example Jupyter notebook to showcase
 this feature.
 
-Example notebooks can be found in this folder: <https://github.com/run-llama/llama_index/tree/main/docs/examples>.
+Example notebooks can be found in this folder: <https://github.com/run-llama/llama_index/tree/main/docs/docs/examples>.
 
 ### Creating a pull request
 
diff --git a/llama-index-core/llama_index/core/__init__.py b/llama-index-core/llama_index/core/__init__.py
index 450f185e1..baadbb692 100644
--- a/llama-index-core/llama_index/core/__init__.py
+++ b/llama-index-core/llama_index/core/__init__.py
@@ -1,6 +1,6 @@
 """Init file of LlamaIndex."""
 
-__version__ = "0.10.23.post1"
+__version__ = "0.10.24.post1"
 
 import logging
 from logging import NullHandler
diff --git a/llama-index-core/llama_index/core/node_parser/relational/base_element.py b/llama-index-core/llama_index/core/node_parser/relational/base_element.py
index 62a068cfd..c3697b0b2 100644
--- a/llama-index-core/llama_index/core/node_parser/relational/base_element.py
+++ b/llama-index-core/llama_index/core/node_parser/relational/base_element.py
@@ -346,3 +346,8 @@ class BaseElementNodeParser(NodeParser):
             if metadata_inherited:
                 node.metadata.update(metadata_inherited)
         return [node for node in nodes if len(node.text) > 0]
+
+    def __call__(self, nodes: List[BaseNode], **kwargs: Any) -> List[BaseNode]:
+        nodes = self.get_nodes_from_documents(nodes, **kwargs)
+        nodes, objects = self.get_nodes_and_objects(nodes)
+        return nodes + objects
diff --git a/llama-index-core/pyproject.toml b/llama-index-core/pyproject.toml
index c03689895..becd84714 100644
--- a/llama-index-core/pyproject.toml
+++ b/llama-index-core/pyproject.toml
@@ -43,7 +43,7 @@ name = "llama-index-core"
 packages = [{include = "llama_index"}]
 readme = "README.md"
 repository = "https://github.com/run-llama/llama_index"
-version = "0.10.23.post1"
+version = "0.10.24.post1"
 
 [tool.poetry.dependencies]
 SQLAlchemy = {extras = ["asyncio"], version = ">=1.4.49"}
diff --git a/llama-index-integrations/agent/llama-index-agent-openai/llama_index/agent/openai/step.py b/llama-index-integrations/agent/llama-index-agent-openai/llama_index/agent/openai/step.py
index 8974e6b30..e84c5c524 100644
--- a/llama-index-integrations/agent/llama-index-agent-openai/llama_index/agent/openai/step.py
+++ b/llama-index-integrations/agent/llama-index-agent-openai/llama_index/agent/openai/step.py
@@ -80,7 +80,7 @@ def call_tool_with_error_handling(
 
 def default_tool_call_parser(tool_call: OpenAIToolCall):
     try:
-        json.loads(tool_call.function.arguments)
+        return json.loads(tool_call.function.arguments)
     except json.JSONDecodeError as e:
         raise ValueError(
             f"Error in calling tool {tool_call.function.name}: The input json block is malformed:\n```json\n{tool_call.function.arguments}\n```"
diff --git a/llama-index-integrations/llms/llama-index-llms-mistralai/pyproject.toml b/llama-index-integrations/llms/llama-index-llms-mistralai/pyproject.toml
index d65cc8b8d..0564243b3 100644
--- a/llama-index-integrations/llms/llama-index-llms-mistralai/pyproject.toml
+++ b/llama-index-integrations/llms/llama-index-llms-mistralai/pyproject.toml
@@ -27,11 +27,11 @@ exclude = ["**/BUILD"]
 license = "MIT"
 name = "llama-index-llms-mistralai"
 readme = "README.md"
-version = "0.1.8"
+version = "0.1.9"
 
 [tool.poetry.dependencies]
 python = ">=3.9,<4.0"
-llama-index-core = "^0.10.1"
+llama-index-core = "^0.10.24"
 mistralai = ">=0.1.3"
 
 [tool.poetry.group.dev.dependencies]
diff --git a/llama-index-integrations/llms/llama-index-llms-openai/pyproject.toml b/llama-index-integrations/llms/llama-index-llms-openai/pyproject.toml
index b9715befa..8c72fd651 100644
--- a/llama-index-integrations/llms/llama-index-llms-openai/pyproject.toml
+++ b/llama-index-integrations/llms/llama-index-llms-openai/pyproject.toml
@@ -29,11 +29,11 @@ exclude = ["**/BUILD"]
 license = "MIT"
 name = "llama-index-llms-openai"
 readme = "README.md"
-version = "0.1.12"
+version = "0.1.13"
 
 [tool.poetry.dependencies]
 python = ">=3.8.1,<4.0"
-llama-index-core = "^0.10.20.post1"
+llama-index-core = "^0.10.24"
 
 [tool.poetry.group.dev.dependencies]
 ipython = "8.10.0"
diff --git a/llama-index-integrations/postprocessor/llama-index-postprocessor-voyageai-rerank/pyproject.toml b/llama-index-integrations/postprocessor/llama-index-postprocessor-voyageai-rerank/pyproject.toml
index 3bbb05854..77a80a4c9 100644
--- a/llama-index-integrations/postprocessor/llama-index-postprocessor-voyageai-rerank/pyproject.toml
+++ b/llama-index-integrations/postprocessor/llama-index-postprocessor-voyageai-rerank/pyproject.toml
@@ -9,6 +9,13 @@ check-hidden = true
 # work through many typos (--write-changes and --interactive will help)
 skip = "*.csv,*.html,*.json,*.jsonl,*.pdf,*.txt,*.ipynb"
 
+[tool.llamahub]
+contains_example = false
+import_path = "llama_index.postprocessor.voyageai_rerank"
+
+[tool.llamahub.class_authors]
+VoyageAIRerank = "llama-index"
+
 [tool.mypy]
 disallow_untyped_defs = true
 # Remove venv skip when integrated with pre-commit
@@ -23,7 +30,7 @@ license = "MIT"
 name = "llama-index-postprocessor-voyageai-rerank"
 packages = [{include = "llama_index/"}]
 readme = "README.md"
-version = "0.1.0"
+version = "0.1.1"
 
 [tool.poetry.dependencies]
 python = ">=3.8.1,<4.0"
diff --git a/llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/examples/DuckDBDemo.ipynb b/llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/examples/DuckDBDemo.ipynb
index 96c8ff459..a124e566e 100644
--- a/llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/examples/DuckDBDemo.ipynb
+++ b/llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/examples/DuckDBDemo.ipynb
@@ -118,7 +118,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-02-16 19:38:34--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-02-16 19:38:34--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.110.133, 185.199.111.133, 185.199.108.133, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.110.133|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -134,7 +134,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/examples/tidb_vector.ipynb b/llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/examples/tidb_vector.ipynb
index fb79cbe3b..78bcdba0f 100644
--- a/llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/examples/tidb_vector.ipynb
+++ b/llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/examples/tidb_vector.ipynb
@@ -79,7 +79,7 @@
    "outputs": [],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/llama-index-packs/llama-index-packs-node-parser-semantic-chunking/examples/semantic_chunking.ipynb b/llama-index-packs/llama-index-packs-node-parser-semantic-chunking/examples/semantic_chunking.ipynb
index 20b621b06..583bc7143 100644
--- a/llama-index-packs/llama-index-packs-node-parser-semantic-chunking/examples/semantic_chunking.ipynb
+++ b/llama-index-packs/llama-index-packs-node-parser-semantic-chunking/examples/semantic_chunking.ipynb
@@ -63,7 +63,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-01-11 00:04:37--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-01-11 00:04:37--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8003::154, 2606:50c0:8000::154, 2606:50c0:8002::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8003::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -78,7 +78,7 @@
     }
    ],
    "source": [
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'pg_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'pg_essay.txt'"
    ]
   },
   {
diff --git a/llama-index-packs/llama-index-packs-query-understanding-agent/examples/query_understanding_agent.ipynb b/llama-index-packs/llama-index-packs-query-understanding-agent/examples/query_understanding_agent.ipynb
index 3e8ccf31a..863f08bfa 100644
--- a/llama-index-packs/llama-index-packs-query-understanding-agent/examples/query_understanding_agent.ipynb
+++ b/llama-index-packs/llama-index-packs-query-understanding-agent/examples/query_understanding_agent.ipynb
@@ -55,7 +55,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-03-07 21:54:37--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-03-07 21:54:37--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8000::154, 2606:50c0:8001::154, 2606:50c0:8002::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8000::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -71,7 +71,7 @@
    ],
    "source": [
     "!mkdir -p 'data/paul_graham/'\n",
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
    ]
   },
   {
diff --git a/llama-index-packs/llama-index-packs-rag-fusion-query-pipeline/examples/rag_fusion_pipeline.ipynb b/llama-index-packs/llama-index-packs-rag-fusion-query-pipeline/examples/rag_fusion_pipeline.ipynb
index fdc777ba8..d16ae9e60 100644
--- a/llama-index-packs/llama-index-packs-rag-fusion-query-pipeline/examples/rag_fusion_pipeline.ipynb
+++ b/llama-index-packs/llama-index-packs-rag-fusion-query-pipeline/examples/rag_fusion_pipeline.ipynb
@@ -43,7 +43,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2024-01-09 21:50:55--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
+      "--2024-01-09 21:50:55--  https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
       "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8000::154, 2606:50c0:8003::154, 2606:50c0:8001::154, ...\n",
       "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8000::154|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
@@ -58,7 +58,7 @@
     }
    ],
    "source": [
-    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt' -O pg_essay.txt"
+    "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt' -O pg_essay.txt"
    ]
   },
   {
diff --git a/llama-index-packs/llama-index-packs-resume-screener/pyproject.toml b/llama-index-packs/llama-index-packs-resume-screener/pyproject.toml
index 81a6431b9..7bdc6b83e 100644
--- a/llama-index-packs/llama-index-packs-resume-screener/pyproject.toml
+++ b/llama-index-packs/llama-index-packs-resume-screener/pyproject.toml
@@ -29,14 +29,14 @@ license = "MIT"
 maintainers = ["Disiok"]
 name = "llama-index-packs-resume-screener"
 readme = "README.md"
-version = "0.1.3"
+version = "0.1.4"
 
 [tool.poetry.dependencies]
 python = ">=3.8.1,<4.0"
-llama-index-core = "^0.10.1"
+llama-index-core = "^0.10.24"
 pypdf = "^4.0.1"
 llama-index-readers-file = "^0.1.1"
-llama-index-llms-openai = "^0.1.1"
+llama-index-llms-openai = "^0.1.13"
 
 [tool.poetry.group.dev.dependencies]
 ipython = "8.10.0"
diff --git a/poetry.lock b/poetry.lock
index 5f5cbd4f2..9e99f9966 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -831,18 +831,18 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.13.1"
+version = "3.13.3"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.13.1-py3-none-any.whl", hash = "sha256:57dbda9b35157b05fb3e58ee91448612eb674172fab98ee235ccb0b5bee19a1c"},
-    {file = "filelock-3.13.1.tar.gz", hash = "sha256:521f5f56c50f8426f5e03ad3b281b490a87ef15bc6c526f168290f0c7148d44e"},
+    {file = "filelock-3.13.3-py3-none-any.whl", hash = "sha256:5ffa845303983e7a0b7ae17636509bc97997d58afeafa72fb141a17b152284cb"},
+    {file = "filelock-3.13.3.tar.gz", hash = "sha256:a79895a25bbefdf55d1a2a0a80968f7dbb28edcd6d4234a0afb3f37ecde4b546"},
 ]
 
 [package.extras]
-docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.24)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
 typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
@@ -1518,13 +1518,13 @@ llama-index-llms-openai = ">=0.1.1,<0.2.0"
 
 [[package]]
 name = "llama-index-core"
-version = "0.10.23"
+version = "0.10.24"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_core-0.10.23-py3-none-any.whl", hash = "sha256:59379d5685b1a7a6d8cc4a7124fdcaa3be40b2ea86386d541ab46c7b64ab2550"},
-    {file = "llama_index_core-0.10.23.tar.gz", hash = "sha256:51673d35ec164fcde0fe49c433fbe8659a40a34def4ecf65e64d539f86179efc"},
+    {file = "llama_index_core-0.10.24-py3-none-any.whl", hash = "sha256:c4b979160e813f2f41b6aeaa243293b5297f83aed1c3654d2673aa881551d479"},
+    {file = "llama_index_core-0.10.24.tar.gz", hash = "sha256:0bb28871a44d697a06df8668602828c9132ffe3289b4a598f8928b887ac70901"},
 ]
 
 [package.dependencies]
@@ -1575,13 +1575,13 @@ llama-index-core = ">=0.10.1,<0.11.0"
 
 [[package]]
 name = "llama-index-indices-managed-llama-cloud"
-version = "0.1.4"
+version = "0.1.5"
 description = "llama-index indices llama-cloud integration"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_indices_managed_llama_cloud-0.1.4-py3-none-any.whl", hash = "sha256:48afacbc1d22150079c431bb3aa4570c490ee045530c6977b294709770a869a6"},
-    {file = "llama_index_indices_managed_llama_cloud-0.1.4.tar.gz", hash = "sha256:1ad07aea659125b31cbf45ff939b19f2208f2f52ac7a1e37539d7a15e9db2c86"},
+    {file = "llama_index_indices_managed_llama_cloud-0.1.5-py3-none-any.whl", hash = "sha256:79f636cb6f4fabb12fec153564110f7f4dfda3cacb087793a5fec988484d7d2c"},
+    {file = "llama_index_indices_managed_llama_cloud-0.1.5.tar.gz", hash = "sha256:47cdde9f06bbddd508f0efcf41de425e85171ac2c8fda8a5fb2a89673e1c8c71"},
 ]
 
 [package.dependencies]
@@ -1629,17 +1629,17 @@ query-tools = ["guidance (>=0.0.64,<0.0.65)", "jsonpath-ng (>=1.6.0,<2.0.0)", "l
 
 [[package]]
 name = "llama-index-llms-openai"
-version = "0.1.12"
+version = "0.1.13"
 description = "llama-index llms openai integration"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_llms_openai-0.1.12-py3-none-any.whl", hash = "sha256:75cf9ad8de0578fc8aae959f3f5f0900f496d8674cfdf97f3e064004e54d7b64"},
-    {file = "llama_index_llms_openai-0.1.12.tar.gz", hash = "sha256:400ca0083951bd668ce8bc24875ce70b636e7db328b27c6a50e6d1a2b081b9e6"},
+    {file = "llama_index_llms_openai-0.1.13-py3-none-any.whl", hash = "sha256:84b7f2d1699d882d6a92f7e8a8b203701e9a32e42924e01bccabddbe9955d3f7"},
+    {file = "llama_index_llms_openai-0.1.13.tar.gz", hash = "sha256:c0fd932255ac9bf72b6b02c3811eebbf3431aa7603aeaab31c811547f444b1ca"},
 ]
 
 [package.dependencies]
-llama-index-core = ">=0.10.20.post1,<0.11.0"
+llama-index-core = ">=0.10.24,<0.11.0"
 
 [[package]]
 name = "llama-index-multi-modal-llms-openai"
@@ -1709,28 +1709,28 @@ striprtf = ">=0.0.26,<0.0.27"
 
 [[package]]
 name = "llama-index-readers-llama-parse"
-version = "0.1.3"
+version = "0.1.4"
 description = "llama-index readers llama-parse integration"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_readers_llama_parse-0.1.3-py3-none-any.whl", hash = "sha256:f52a06a2765a2ffe6c138cf1703ab1de6249ff069ba62d80b9147e849bbcbc27"},
-    {file = "llama_index_readers_llama_parse-0.1.3.tar.gz", hash = "sha256:e0ee0c393e10fc80eac644788338bbd2032050c8b8a474f3d0b5ebd08e9867fe"},
+    {file = "llama_index_readers_llama_parse-0.1.4-py3-none-any.whl", hash = "sha256:c4914b37d12cceee56fbd185cca80f87d60acbf8ea7a73f9719610180be1fcdd"},
+    {file = "llama_index_readers_llama_parse-0.1.4.tar.gz", hash = "sha256:78608b193c818894aefeee0aa303f02b7f80f2e4caf13866c2fd3b0b1023e2c0"},
 ]
 
 [package.dependencies]
 llama-index-core = ">=0.10.7,<0.11.0"
-llama-parse = ">=0.3.3,<0.4.0"
+llama-parse = ">=0.4.0,<0.5.0"
 
 [[package]]
 name = "llama-parse"
-version = "0.3.9"
+version = "0.4.0"
 description = "Parse files into RAG-Optimized formats."
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_parse-0.3.9-py3-none-any.whl", hash = "sha256:ee96102ad5d23f7cadf677fff4c2f55493472ba0d0be7588e7a7b37c0338ed81"},
-    {file = "llama_parse-0.3.9.tar.gz", hash = "sha256:beb6ba4dbb7a57708ab6f10f7d53141598e39de1a040a61e6f5a71c3a5d56b13"},
+    {file = "llama_parse-0.4.0-py3-none-any.whl", hash = "sha256:52b450c9bb94746c5f86867f54fd2e74670d89b385dcb879eb93490a42fda628"},
+    {file = "llama_parse-0.4.0.tar.gz", hash = "sha256:ee521e9422db48dbdf00303cb6e90f1066131960b5ca4e14f5b5a6db6b7917e2"},
 ]
 
 [package.dependencies]
@@ -2308,13 +2308,13 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.14.2"
+version = "1.14.3"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.14.2-py3-none-any.whl", hash = "sha256:a48b3c4d635b603952189ac5a0c0c9b06c025b80eb2900396939f02bb2104ac3"},
-    {file = "openai-1.14.2.tar.gz", hash = "sha256:e5642f7c02cf21994b08477d7bb2c1e46d8f335d72c26f0396c5f89b15b5b153"},
+    {file = "openai-1.14.3-py3-none-any.whl", hash = "sha256:7a465994a7ccf677a110c6cc2ef9d86229bad42c060b585b67049aa749f3b774"},
+    {file = "openai-1.14.3.tar.gz", hash = "sha256:37b514e9c0ff45383ec9b242abd0f7859b1080d4b54b61393ed341ecad1b8eb9"},
 ]
 
 [package.dependencies]
@@ -3622,60 +3622,60 @@ test = ["pytest"]
 
 [[package]]
 name = "sqlalchemy"
-version = "2.0.28"
+version = "2.0.29"
 description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "SQLAlchemy-2.0.28-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e0b148ab0438f72ad21cb004ce3bdaafd28465c4276af66df3b9ecd2037bf252"},
-    {file = "SQLAlchemy-2.0.28-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:bbda76961eb8f27e6ad3c84d1dc56d5bc61ba8f02bd20fcf3450bd421c2fcc9c"},
-    {file = "SQLAlchemy-2.0.28-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:feea693c452d85ea0015ebe3bb9cd15b6f49acc1a31c28b3c50f4db0f8fb1e71"},
-    {file = "SQLAlchemy-2.0.28-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5da98815f82dce0cb31fd1e873a0cb30934971d15b74e0d78cf21f9e1b05953f"},
-    {file = "SQLAlchemy-2.0.28-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:4a5adf383c73f2d49ad15ff363a8748319ff84c371eed59ffd0127355d6ea1da"},
-    {file = "SQLAlchemy-2.0.28-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:56856b871146bfead25fbcaed098269d90b744eea5cb32a952df00d542cdd368"},
-    {file = "SQLAlchemy-2.0.28-cp310-cp310-win32.whl", hash = "sha256:943aa74a11f5806ab68278284a4ddd282d3fb348a0e96db9b42cb81bf731acdc"},
-    {file = "SQLAlchemy-2.0.28-cp310-cp310-win_amd64.whl", hash = "sha256:c6c4da4843e0dabde41b8f2e8147438330924114f541949e6318358a56d1875a"},
-    {file = "SQLAlchemy-2.0.28-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:46a3d4e7a472bfff2d28db838669fc437964e8af8df8ee1e4548e92710929adc"},
-    {file = "SQLAlchemy-2.0.28-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:0d3dd67b5d69794cfe82862c002512683b3db038b99002171f624712fa71aeaa"},
-    {file = "SQLAlchemy-2.0.28-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c61e2e41656a673b777e2f0cbbe545323dbe0d32312f590b1bc09da1de6c2a02"},
-    {file = "SQLAlchemy-2.0.28-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0315d9125a38026227f559488fe7f7cee1bd2fbc19f9fd637739dc50bb6380b2"},
-    {file = "SQLAlchemy-2.0.28-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:af8ce2d31679006e7b747d30a89cd3ac1ec304c3d4c20973f0f4ad58e2d1c4c9"},
-    {file = "SQLAlchemy-2.0.28-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:81ba314a08c7ab701e621b7ad079c0c933c58cdef88593c59b90b996e8b58fa5"},
-    {file = "SQLAlchemy-2.0.28-cp311-cp311-win32.whl", hash = "sha256:1ee8bd6d68578e517943f5ebff3afbd93fc65f7ef8f23becab9fa8fb315afb1d"},
-    {file = "SQLAlchemy-2.0.28-cp311-cp311-win_amd64.whl", hash = "sha256:ad7acbe95bac70e4e687a4dc9ae3f7a2f467aa6597049eeb6d4a662ecd990bb6"},
-    {file = "SQLAlchemy-2.0.28-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:d3499008ddec83127ab286c6f6ec82a34f39c9817f020f75eca96155f9765097"},
-    {file = "SQLAlchemy-2.0.28-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:9b66fcd38659cab5d29e8de5409cdf91e9986817703e1078b2fdaad731ea66f5"},
-    {file = "SQLAlchemy-2.0.28-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bea30da1e76cb1acc5b72e204a920a3a7678d9d52f688f087dc08e54e2754c67"},
-    {file = "SQLAlchemy-2.0.28-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:124202b4e0edea7f08a4db8c81cc7859012f90a0d14ba2bf07c099aff6e96462"},
-    {file = "SQLAlchemy-2.0.28-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:e23b88c69497a6322b5796c0781400692eca1ae5532821b39ce81a48c395aae9"},
-    {file = "SQLAlchemy-2.0.28-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:4b6303bfd78fb3221847723104d152e5972c22367ff66edf09120fcde5ddc2e2"},
-    {file = "SQLAlchemy-2.0.28-cp312-cp312-win32.whl", hash = "sha256:a921002be69ac3ab2cf0c3017c4e6a3377f800f1fca7f254c13b5f1a2f10022c"},
-    {file = "SQLAlchemy-2.0.28-cp312-cp312-win_amd64.whl", hash = "sha256:b4a2cf92995635b64876dc141af0ef089c6eea7e05898d8d8865e71a326c0385"},
-    {file = "SQLAlchemy-2.0.28-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:8e91b5e341f8c7f1e5020db8e5602f3ed045a29f8e27f7f565e0bdee3338f2c7"},
-    {file = "SQLAlchemy-2.0.28-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45c7b78dfc7278329f27be02c44abc0d69fe235495bb8e16ec7ef1b1a17952db"},
-    {file = "SQLAlchemy-2.0.28-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3eba73ef2c30695cb7eabcdb33bb3d0b878595737479e152468f3ba97a9c22a4"},
-    {file = "SQLAlchemy-2.0.28-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:5df5d1dafb8eee89384fb7a1f79128118bc0ba50ce0db27a40750f6f91aa99d5"},
-    {file = "SQLAlchemy-2.0.28-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:2858bbab1681ee5406650202950dc8f00e83b06a198741b7c656e63818633526"},
-    {file = "SQLAlchemy-2.0.28-cp37-cp37m-win32.whl", hash = "sha256:9461802f2e965de5cff80c5a13bc945abea7edaa1d29360b485c3d2b56cdb075"},
-    {file = "SQLAlchemy-2.0.28-cp37-cp37m-win_amd64.whl", hash = "sha256:a6bec1c010a6d65b3ed88c863d56b9ea5eeefdf62b5e39cafd08c65f5ce5198b"},
-    {file = "SQLAlchemy-2.0.28-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:843a882cadebecc655a68bd9a5b8aa39b3c52f4a9a5572a3036fb1bb2ccdc197"},
-    {file = "SQLAlchemy-2.0.28-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:dbb990612c36163c6072723523d2be7c3eb1517bbdd63fe50449f56afafd1133"},
-    {file = "SQLAlchemy-2.0.28-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bd7e4baf9161d076b9a7e432fce06217b9bd90cfb8f1d543d6e8c4595627edb9"},
-    {file = "SQLAlchemy-2.0.28-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e0a5354cb4de9b64bccb6ea33162cb83e03dbefa0d892db88a672f5aad638a75"},
-    {file = "SQLAlchemy-2.0.28-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:fffcc8edc508801ed2e6a4e7b0d150a62196fd28b4e16ab9f65192e8186102b6"},
-    {file = "SQLAlchemy-2.0.28-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:aca7b6d99a4541b2ebab4494f6c8c2f947e0df4ac859ced575238e1d6ca5716b"},
-    {file = "SQLAlchemy-2.0.28-cp38-cp38-win32.whl", hash = "sha256:8c7f10720fc34d14abad5b647bc8202202f4948498927d9f1b4df0fb1cf391b7"},
-    {file = "SQLAlchemy-2.0.28-cp38-cp38-win_amd64.whl", hash = "sha256:243feb6882b06a2af68ecf4bec8813d99452a1b62ba2be917ce6283852cf701b"},
-    {file = "SQLAlchemy-2.0.28-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:fc4974d3684f28b61b9a90fcb4c41fb340fd4b6a50c04365704a4da5a9603b05"},
-    {file = "SQLAlchemy-2.0.28-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:87724e7ed2a936fdda2c05dbd99d395c91ea3c96f029a033a4a20e008dd876bf"},
-    {file = "SQLAlchemy-2.0.28-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:68722e6a550f5de2e3cfe9da6afb9a7dd15ef7032afa5651b0f0c6b3adb8815d"},
-    {file = "SQLAlchemy-2.0.28-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:328529f7c7f90adcd65aed06a161851f83f475c2f664a898af574893f55d9e53"},
-    {file = "SQLAlchemy-2.0.28-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:df40c16a7e8be7413b885c9bf900d402918cc848be08a59b022478804ea076b8"},
-    {file = "SQLAlchemy-2.0.28-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:426f2fa71331a64f5132369ede5171c52fd1df1bd9727ce621f38b5b24f48750"},
-    {file = "SQLAlchemy-2.0.28-cp39-cp39-win32.whl", hash = "sha256:33157920b233bc542ce497a81a2e1452e685a11834c5763933b440fedd1d8e2d"},
-    {file = "SQLAlchemy-2.0.28-cp39-cp39-win_amd64.whl", hash = "sha256:2f60843068e432311c886c5f03c4664acaef507cf716f6c60d5fde7265be9d7b"},
-    {file = "SQLAlchemy-2.0.28-py3-none-any.whl", hash = "sha256:78bb7e8da0183a8301352d569900d9d3594c48ac21dc1c2ec6b3121ed8b6c986"},
-    {file = "SQLAlchemy-2.0.28.tar.gz", hash = "sha256:dd53b6c4e6d960600fd6532b79ee28e2da489322fcf6648738134587faf767b6"},
+    {file = "SQLAlchemy-2.0.29-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4c142852ae192e9fe5aad5c350ea6befe9db14370b34047e1f0f7cf99e63c63b"},
+    {file = "SQLAlchemy-2.0.29-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:99a1e69d4e26f71e750e9ad6fdc8614fbddb67cfe2173a3628a2566034e223c7"},
+    {file = "SQLAlchemy-2.0.29-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5ef3fbccb4058355053c51b82fd3501a6e13dd808c8d8cd2561e610c5456013c"},
+    {file = "SQLAlchemy-2.0.29-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d6753305936eddc8ed190e006b7bb33a8f50b9854823485eed3a886857ab8d1"},
+    {file = "SQLAlchemy-2.0.29-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:0f3ca96af060a5250a8ad5a63699180bc780c2edf8abf96c58af175921df847a"},
+    {file = "SQLAlchemy-2.0.29-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:c4520047006b1d3f0d89e0532978c0688219857eb2fee7c48052560ae76aca1e"},
+    {file = "SQLAlchemy-2.0.29-cp310-cp310-win32.whl", hash = "sha256:b2a0e3cf0caac2085ff172c3faacd1e00c376e6884b5bc4dd5b6b84623e29e4f"},
+    {file = "SQLAlchemy-2.0.29-cp310-cp310-win_amd64.whl", hash = "sha256:01d10638a37460616708062a40c7b55f73e4d35eaa146781c683e0fa7f6c43fb"},
+    {file = "SQLAlchemy-2.0.29-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:308ef9cb41d099099fffc9d35781638986870b29f744382904bf9c7dadd08513"},
+    {file = "SQLAlchemy-2.0.29-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:296195df68326a48385e7a96e877bc19aa210e485fa381c5246bc0234c36c78e"},
+    {file = "SQLAlchemy-2.0.29-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a13b917b4ffe5a0a31b83d051d60477819ddf18276852ea68037a144a506efb9"},
+    {file = "SQLAlchemy-2.0.29-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f6d971255d9ddbd3189e2e79d743ff4845c07f0633adfd1de3f63d930dbe673"},
+    {file = "SQLAlchemy-2.0.29-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:61405ea2d563407d316c63a7b5271ae5d274a2a9fbcd01b0aa5503635699fa1e"},
+    {file = "SQLAlchemy-2.0.29-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:de7202ffe4d4a8c1e3cde1c03e01c1a3772c92858837e8f3879b497158e4cb44"},
+    {file = "SQLAlchemy-2.0.29-cp311-cp311-win32.whl", hash = "sha256:b5d7ed79df55a731749ce65ec20d666d82b185fa4898430b17cb90c892741520"},
+    {file = "SQLAlchemy-2.0.29-cp311-cp311-win_amd64.whl", hash = "sha256:205f5a2b39d7c380cbc3b5dcc8f2762fb5bcb716838e2d26ccbc54330775b003"},
+    {file = "SQLAlchemy-2.0.29-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:d96710d834a6fb31e21381c6d7b76ec729bd08c75a25a5184b1089141356171f"},
+    {file = "SQLAlchemy-2.0.29-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:52de4736404e53c5c6a91ef2698c01e52333988ebdc218f14c833237a0804f1b"},
+    {file = "SQLAlchemy-2.0.29-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5c7b02525ede2a164c5fa5014915ba3591730f2cc831f5be9ff3b7fd3e30958e"},
+    {file = "SQLAlchemy-2.0.29-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0dfefdb3e54cd15f5d56fd5ae32f1da2d95d78319c1f6dfb9bcd0eb15d603d5d"},
+    {file = "SQLAlchemy-2.0.29-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:a88913000da9205b13f6f195f0813b6ffd8a0c0c2bd58d499e00a30eb508870c"},
+    {file = "SQLAlchemy-2.0.29-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:fecd5089c4be1bcc37c35e9aa678938d2888845a134dd016de457b942cf5a758"},
+    {file = "SQLAlchemy-2.0.29-cp312-cp312-win32.whl", hash = "sha256:8197d6f7a3d2b468861ebb4c9f998b9df9e358d6e1cf9c2a01061cb9b6cf4e41"},
+    {file = "SQLAlchemy-2.0.29-cp312-cp312-win_amd64.whl", hash = "sha256:9b19836ccca0d321e237560e475fd99c3d8655d03da80c845c4da20dda31b6e1"},
+    {file = "SQLAlchemy-2.0.29-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:87a1d53a5382cdbbf4b7619f107cc862c1b0a4feb29000922db72e5a66a5ffc0"},
+    {file = "SQLAlchemy-2.0.29-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2a0732dffe32333211801b28339d2a0babc1971bc90a983e3035e7b0d6f06b93"},
+    {file = "SQLAlchemy-2.0.29-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:90453597a753322d6aa770c5935887ab1fc49cc4c4fdd436901308383d698b4b"},
+    {file = "SQLAlchemy-2.0.29-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:ea311d4ee9a8fa67f139c088ae9f905fcf0277d6cd75c310a21a88bf85e130f5"},
+    {file = "SQLAlchemy-2.0.29-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:5f20cb0a63a3e0ec4e169aa8890e32b949c8145983afa13a708bc4b0a1f30e03"},
+    {file = "SQLAlchemy-2.0.29-cp37-cp37m-win32.whl", hash = "sha256:e5bbe55e8552019c6463709b39634a5fc55e080d0827e2a3a11e18eb73f5cdbd"},
+    {file = "SQLAlchemy-2.0.29-cp37-cp37m-win_amd64.whl", hash = "sha256:c2f9c762a2735600654c654bf48dad388b888f8ce387b095806480e6e4ff6907"},
+    {file = "SQLAlchemy-2.0.29-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:7e614d7a25a43a9f54fcce4675c12761b248547f3d41b195e8010ca7297c369c"},
+    {file = "SQLAlchemy-2.0.29-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:471fcb39c6adf37f820350c28aac4a7df9d3940c6548b624a642852e727ea586"},
+    {file = "SQLAlchemy-2.0.29-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:988569c8732f54ad3234cf9c561364221a9e943b78dc7a4aaf35ccc2265f1930"},
+    {file = "SQLAlchemy-2.0.29-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dddaae9b81c88083e6437de95c41e86823d150f4ee94bf24e158a4526cbead01"},
+    {file = "SQLAlchemy-2.0.29-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:334184d1ab8f4c87f9652b048af3f7abea1c809dfe526fb0435348a6fef3d380"},
+    {file = "SQLAlchemy-2.0.29-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:38b624e5cf02a69b113c8047cf7f66b5dfe4a2ca07ff8b8716da4f1b3ae81567"},
+    {file = "SQLAlchemy-2.0.29-cp38-cp38-win32.whl", hash = "sha256:bab41acf151cd68bc2b466deae5deeb9e8ae9c50ad113444151ad965d5bf685b"},
+    {file = "SQLAlchemy-2.0.29-cp38-cp38-win_amd64.whl", hash = "sha256:52c8011088305476691b8750c60e03b87910a123cfd9ad48576d6414b6ec2a1d"},
+    {file = "SQLAlchemy-2.0.29-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:3071ad498896907a5ef756206b9dc750f8e57352113c19272bdfdc429c7bd7de"},
+    {file = "SQLAlchemy-2.0.29-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:dba622396a3170974f81bad49aacebd243455ec3cc70615aeaef9e9613b5bca5"},
+    {file = "SQLAlchemy-2.0.29-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7b184e3de58009cc0bf32e20f137f1ec75a32470f5fede06c58f6c355ed42a72"},
+    {file = "SQLAlchemy-2.0.29-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8c37f1050feb91f3d6c32f864d8e114ff5545a4a7afe56778d76a9aec62638ba"},
+    {file = "SQLAlchemy-2.0.29-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:bda7ce59b06d0f09afe22c56714c65c957b1068dee3d5e74d743edec7daba552"},
+    {file = "SQLAlchemy-2.0.29-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:25664e18bef6dc45015b08f99c63952a53a0a61f61f2e48a9e70cec27e55f699"},
+    {file = "SQLAlchemy-2.0.29-cp39-cp39-win32.whl", hash = "sha256:77d29cb6c34b14af8a484e831ab530c0f7188f8efed1c6a833a2c674bf3c26ec"},
+    {file = "SQLAlchemy-2.0.29-cp39-cp39-win_amd64.whl", hash = "sha256:04c487305ab035a9548f573763915189fc0fe0824d9ba28433196f8436f1449c"},
+    {file = "SQLAlchemy-2.0.29-py3-none-any.whl", hash = "sha256:dc4ee2d4ee43251905f88637d5281a8d52e916a021384ec10758826f5cbae305"},
+    {file = "SQLAlchemy-2.0.29.tar.gz", hash = "sha256:bd9566b8e58cabd700bc367b60e90d9349cd16f0984973f98a9a09f9c64e86f0"},
 ]
 
 [package.dependencies]
@@ -4302,4 +4302,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.1,<4.0"
-content-hash = "1d0d8dc47d815d6bfba2c471e88cb5b1dc07b6810bb49309b63fa89f367c0430"
+content-hash = "91b54ceb13377ca45c2fd44e037fd7ea3d8fe40cdd48a2c006d551f0b08a9482"
diff --git a/pyproject.toml b/pyproject.toml
index 03fcff407..0e5a525b8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,12 +44,12 @@ name = "llama-index"
 packages = [{from = "_llama-index", include = "llama_index"}]
 readme = "README.md"
 repository = "https://github.com/run-llama/llama_index"
-version = "0.10.23"
+version = "0.10.24"
 
 [tool.poetry.dependencies]
 python = ">=3.8.1,<4.0"
 llama-index-legacy = "^0.9.48"
-llama-index-llms-openai = "^0.1.5"
+llama-index-llms-openai = "^0.1.13"
 llama-index-embeddings-openai = "^0.1.5"
 llama-index-program-openai = "^0.1.3"
 llama-index-question-gen-openai = "^0.1.2"
@@ -57,7 +57,7 @@ llama-index-agent-openai = "^0.1.4"
 llama-index-readers-file = "^0.1.4"
 llama-index-readers-llama-parse = "^0.1.2"
 llama-index-indices-managed-llama-cloud = "^0.1.2"
-llama-index-core = "^0.10.23"
+llama-index-core = "^0.10.24"
 llama-index-multi-modal-llms-openai = "^0.1.3"
 llama-index-cli = "^0.1.2"
 
-- 
GitLab