diff --git a/docs/docs/CHANGELOG.md b/docs/docs/CHANGELOG.md
index d881644901546e2d6071883749b8cb677b74a7e1..7da8b3966331c43e6dd36c070f8ae03ff7d18689 100644
--- a/docs/docs/CHANGELOG.md
+++ b/docs/docs/CHANGELOG.md
@@ -1,5 +1,47 @@
 # ChangeLog
 
+## [2024-03-21]
+
+### `llama-index-core` [0.10.22]
+
+- Updated docs backend from sphinx to mkdocs, added ALL api reference, some light re-org, better search (#11301)
+- Added async loading to `BaseReader` class (although its fake async for now) (#12156)
+- Fix path implementation for non-local FS in `SimpleDirectoryReader` (#12141)
+- add args/kwargs to spans, payloads for retrieval events, in instrumentation (#12147)
+- [react agent] Upon exception, say so, so that Agent can correct itself (#12137)
+
+### `llama-index-embeddings-together` [0.1.3]
+
+- Added rate limit handling (#12127)
+
+### `llama-index-graph-stores-neptune` [0.1.3]
+
+- Add Amazon Neptune Support as Graph Store (#12097)
+
+### `llama-index-llms-vllm` [0.1.7]
+
+- fix VllmServer to work without CUDA-required vllm core (#12003)
+
+### `llama-index-readers-s3` [0.1.4]
+
+- Use S3FS in S3Reader (#12061)
+
+### `llama-index-storage-docstore-postgres` [0.1.3]
+
+- Added proper kvstore dep (#12157)
+
+### `llama-index-storage-index-store-postgres` [0.1.3]
+
+- Added proper kvstore dep (#12157)
+
+### `llama-index-vector-stores-elasticsearch` [0.1.6]
+
+- fix unclosed session in es add function #12135
+
+### `llama-index-vector-stores-kbdai` [0.1.3]
+
+- Add support for `KDBAIVectorStore` (#11967)
+
 ## [2024-03-20]
 
 ### `llama-index-core` [0.10.21]
diff --git a/docs/docs/api_reference/embeddings/alephalpha.md b/docs/docs/api_reference/embeddings/alephalpha.md
new file mode 100644
index 0000000000000000000000000000000000000000..d03a1780455f535a3e892e33a0817b27ff33ddd0
--- /dev/null
+++ b/docs/docs/api_reference/embeddings/alephalpha.md
@@ -0,0 +1,4 @@
+::: llama_index.embeddings.alephalpha
+    options:
+      members:
+        - AlephAlphaEmbedding
diff --git a/docs/docs/api_reference/llms/alephalpha.md b/docs/docs/api_reference/llms/alephalpha.md
new file mode 100644
index 0000000000000000000000000000000000000000..bd36c295e59a76c0d9c684d05a537100c7db265c
--- /dev/null
+++ b/docs/docs/api_reference/llms/alephalpha.md
@@ -0,0 +1,4 @@
+::: llama_index.llms.alephalpha
+    options:
+      members:
+        - AlephAlpha
diff --git a/docs/examples/embeddings/alephalpha.ipynb b/docs/docs/examples/embeddings/alephalpha.ipynb
similarity index 100%
rename from docs/examples/embeddings/alephalpha.ipynb
rename to docs/docs/examples/embeddings/alephalpha.ipynb
diff --git a/docs/examples/index_structs/knowledge_graph/NeptuneDatabaseKGIndexDemo.ipynb b/docs/docs/examples/index_structs/knowledge_graph/NeptuneDatabaseKGIndexDemo.ipynb
similarity index 100%
rename from docs/examples/index_structs/knowledge_graph/NeptuneDatabaseKGIndexDemo.ipynb
rename to docs/docs/examples/index_structs/knowledge_graph/NeptuneDatabaseKGIndexDemo.ipynb
diff --git a/docs/examples/llm/alephalpha.ipynb b/docs/docs/examples/llm/alephalpha.ipynb
similarity index 100%
rename from docs/examples/llm/alephalpha.ipynb
rename to docs/docs/examples/llm/alephalpha.ipynb
diff --git a/docs/examples/vector_stores/KDBAI_Advanced_RAG_Demo.ipynb b/docs/docs/examples/vector_stores/KDBAI_Advanced_RAG_Demo.ipynb
similarity index 100%
rename from docs/examples/vector_stores/KDBAI_Advanced_RAG_Demo.ipynb
rename to docs/docs/examples/vector_stores/KDBAI_Advanced_RAG_Demo.ipynb
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index 15e9f413812ba389c1e2b81a999f316c346c81a7..e086561e6f06b4c811f69c24a804948077b51127 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -170,6 +170,7 @@ nav:
           - ./examples/embeddings/together.ipynb
           - ./examples/embeddings/llamafile.ipynb
           - ./examples/embeddings/premai.ipynb
+          - ./examples/embeddings/alephalpha.ipynb
       - Evaluation:
           - ./examples/evaluation/TonicValidateEvaluators.ipynb
           - ./examples/evaluation/semantic_similarity_eval.ipynb
@@ -278,6 +279,7 @@ nav:
           - ./examples/llm/llamafile.ipynb
           - ./examples/llm/premai.ipynb
           - ./examples/llm/solar.ipynb
+          - ./examples/llm/alephalpha.ipynb
       - Low Level:
           - ./examples/low_level/oss_ingestion_retrieval.ipynb
           - ./examples/low_level/fusion_retriever.ipynb
@@ -498,6 +500,7 @@ nav:
           - ./examples/vector_stores/DuckDBDemo.ipynb
           - ./examples/vector_stores/BaiduVectorDBIndexDemo.ipynb
           - ./examples/vector_stores/MongoDBAtlasVectorSearchRAGFireworks.ipynb
+          - ./examples/vector_stores/KDBAI_Advanced_RAG_Demo.ipynb
   - Component Guides:
       - ./module_guides/index.md
       - Models:
@@ -645,6 +648,7 @@ nav:
           - ./api_reference/chat_engines/simple.md
       - Embeddings:
           - ./api_reference/embeddings/adapter.md
+          - ./api_reference/embeddings/alephalpha.md
           - ./api_reference/embeddings/anyscale.md
           - ./api_reference/embeddings/azure_openai.md
           - ./api_reference/embeddings/bedrock.md
@@ -716,6 +720,7 @@ nav:
           - ./api_reference/instrumentation/span_types.md
       - LLMs:
           - ./api_reference/llms/ai21.md
+          - ./api_reference/llms/alephalpha.md
           - ./api_reference/llms/anthropic.md
           - ./api_reference/llms/anyscale.md
           - ./api_reference/llms/azure_openai.md
@@ -1730,495 +1735,640 @@ plugins:
             - ../llama-index-integrations/llms/llama-index-llms-premai
             - ../llama-index-integrations/vector_stores/llama-index-vector-stores-kdbai
             - ../llama-index-integrations/graph_stores/llama-index-graph-stores-neptune
+            - ../llama-index-integrations/embeddings/llama-index-embeddings-alephalpha
+            - ../llama-index-integrations/llms/llama-index-llms-alephalpha
   - redirects:
       redirect_maps:
-        ./module_guides/loading/documents_and_nodes/usage_documents.html: module_guides/loading/documents_and_nodes/usage_documents.md
-        ./getting_started/concepts.html: getting_started/concepts.md
-        ./understanding/loading/loading.html: module_guides/loading/index.md
-        ./module_guides/models/llms.html: module_guides/models/llms.md
-        ./use_cases/q_and_a/rag_cli.html: use_cases/q_and_a/rag_cli.md
-        ./module_guides/observability/instrumentation.html: module_guides/observability/instrumentation.md
-        ./end_to_end_tutorials/usage_pattern.html: understanding/index.md
-        ./end_to_end_tutorials/one_click_observability.html: module_guides/observability/index.md
-        ./end_to_end_tutorials/dev_practices/production_rag.html: optimizing/production_rag.md
-        ./end_to_end_tutorials/dev_practices/evaluation.html: optimizing/evaluation/evaluation.md
-        ./end_to_end_tutorials/discover_llamaindex.html: getting_started/discover_llamaindex.md
-        ./end_to_end_tutorials/finetuning.html: optimizing/fine-tuning/fine-tuning.md
-        ./end_to_end_tutorials/low_level/root.html: optimizing/building_rag_from_scratch.md
-        ./end_to_end_tutorials/use_cases.html: use_cases/q_and_a/index.md
+        ./api/llama_index.vector_stores.MongoDBAtlasVectorSearch.html: api_reference/storage/vector_store/mongodb.md
+        ./changes/deprecated_terms.html: https://docs.llamaindex.ai/en/stable/changes/deprecated_terms/
+        ./community/faq/chat_engines.html: https://docs.llamaindex.ai/en/stable/community/faq/chat_engines/
+        ./community/faq/documents_and_nodes.html: https://docs.llamaindex.ai/en/stable/community/faq/documents_and_nodes/
+        ./community/faq/embeddings.html: https://docs.llamaindex.ai/en/stable/community/faq/embeddings/
+        ./community/faq/llms.html: https://docs.llamaindex.ai/en/stable/community/faq/llms/
+        ./community/faq/query_engines.html: https://docs.llamaindex.ai/en/stable/community/faq/query_engines/
+        ./community/faq/vector_database.html: https://docs.llamaindex.ai/en/stable/community/faq/vector_database/
+        ./community/frequently_asked_questions.html: https://docs.llamaindex.ai/en/stable/community/frequently_asked_questions/
+        ./community/full_stack_projects.html: https://docs.llamaindex.ai/en/stable/community/full_stack_projects/
+        ./community/integrations.html: https://docs.llamaindex.ai/en/stable/community/integrations/
+        ./community/integrations/chatgpt_plugins.html: https://docs.llamaindex.ai/en/stable/community/integrations/chatgpt_plugins/
+        ./community/integrations/deepeval.html: https://docs.llamaindex.ai/en/stable/community/integrations/deepeval/
+        ./community/integrations/fleet_libraries_context.html: https://docs.llamaindex.ai/en/stable/community/integrations/fleet_libraries_context/
+        ./community/integrations/graph_stores.html: https://docs.llamaindex.ai/en/stable/community/integrations/graph_stores/
+        ./community/integrations/graphsignal.html: https://docs.llamaindex.ai/en/stable/community/integrations/graphsignal/
+        ./community/integrations/guidance.html: https://docs.llamaindex.ai/en/stable/community/integrations/guidance/
+        ./community/integrations/lmformatenforcer.html: https://docs.llamaindex.ai/en/stable/community/integrations/lmformatenforcer/
+        ./community/integrations/managed_indices.html: https://docs.llamaindex.ai/en/stable/community/integrations/managed_indices/
+        ./community/integrations/tonicvalidate.html: https://docs.llamaindex.ai/en/stable/community/integrations/tonicvalidate/
+        ./community/integrations/trulens.html: https://docs.llamaindex.ai/en/stable/community/integrations/trulens/
+        ./community/integrations/uptrain.html: https://docs.llamaindex.ai/en/stable/community/integrations/uptrain/
+        ./community/integrations/vector_stores.html: https://docs.llamaindex.ai/en/stable/community/integrations/vector_stores/
+        ./community/llama_packs/root.html: community/llama_packs/index.md
+        ./core_modules/agent_modules/agents/root.html: module_guides/deploying/agents/index.md
+        ./core_modules/agent_modules/tools/root.html: module_guides/deploying/agents/tools/index.md
         ./core_modules/data_modules/connector.html: module_guides/loading/connector/index.md
         ./core_modules/data_modules/documents_and_nodes/root.html: module_guides/loading/documents_and_nodes/index.md
+        ./core_modules/data_modules/index/root.html: module_guides/indexing/index.md
         ./core_modules/data_modules/node_parsers/root.html: module_guides/loading/node_parsers/index.md
         ./core_modules/data_modules/storage/root.html: module_guides/storing/index.md
-        ./core_modules/data_modules/index/root.html: module_guides/indexing/index.md
-        ./core_modules/query_modules/query_engine/root.html: module_guides/deploying/query_engine/index.md
+        ./core_modules/model_modules/embeddings/root.html: module_guides/models/embeddings.md
+        ./core_modules/model_modules/llms/root.html: module_guides/models/llms.md
+        ./core_modules/model_modules/prompts.html: module_guides/models/prompts/index.md
         ./core_modules/query_modules/chat_engines/root.html: module_guides/deploying/chat_engines/index.md
-        ./core_modules/query_modules/retriever/root.html: module_guides/querying/retriever/index.md
-        ./core_modules/query_modules/router/root.html: module_guides/querying/router/index.md
         ./core_modules/query_modules/node_postprocessors/root.html: module_guides/querying/node_postprocessors/index.md
+        ./core_modules/query_modules/query_engine/root.html: module_guides/deploying/query_engine/index.md
         ./core_modules/query_modules/response_synthesizers/root.html: module_guides/querying/response_synthesizers/index.md
+        ./core_modules/query_modules/retriever/root.html: module_guides/querying/retriever/index.md
+        ./core_modules/query_modules/router/root.html: module_guides/querying/router/index.md
         ./core_modules/query_modules/structured_outputs/root.html: module_guides/querying/structured_outputs/index.md
-        ./core_modules/agent_modules/agents/root.html: module_guides/deploying/agents/index.md
-        ./core_modules/agent_modules/tools/root.html: module_guides/deploying/agents/tools/index.md
-        ./core_modules/model_modules/llms/root.html: module_guides/models/llms.md
-        ./core_modules/model_modules/embeddings/root.html: module_guides/models/embeddings.md
-        ./core_modules/model_modules/prompts.html: module_guides/models/prompts/index.md
-        ./core_modules/supporting_modules/service_context.html: module_guides/supporting_modules/settings.md
         ./core_modules/supporting_modules/callbacks/root.html: module_guides/observability/callbacks/index.md
-        ./core_modules/supporting_modules/evaluation/root.html: module_guides/evaluating/index.md
         ./core_modules/supporting_modules/cost_analysis/root.html: understanding/evaluating/cost_analysis/index.md
-        ./api/llama_index.vector_stores.MongoDBAtlasVectorSearch.html: api_reference/storage/vector_store/mongodb.md
-        ./community/llama_packs/root.html: community/llama_packs/index.md
-        ./examples/citation/pdf_page_reference.html: https://docs.llamaindex.ai/en/latest/examples/citation/pdf_page_reference/
-        ./examples/vector_stores/TypesenseDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/TypesenseDemo/
-        ./examples/vector_stores/BagelAutoRetriever.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/BagelAutoRetriever/
-        ./examples/vector_stores/WeaviateIndex_auto_retriever.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/WeaviateIndex_auto_retriever/
-        ./examples/vector_stores/DatabricksVectorSearchDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/DatabricksVectorSearchDemo/
-        ./examples/vector_stores/RocksetIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/RocksetIndexDemo/
-        ./examples/vector_stores/TencentVectorDBIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/TencentVectorDBIndexDemo/
-        ./examples/vector_stores/QdrantIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/QdrantIndexDemo/
-        ./examples/vector_stores/Timescalevector.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/Timescalevector/
-        ./examples/vector_stores/MongoDBAtlasVectorSearch.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/MongoDBAtlasVectorSearch/
-        ./examples/vector_stores/DocArrayInMemoryIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/DocArrayInMemoryIndexDemo/
-        ./examples/vector_stores/ChromaFireworksNomic.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/ChromaFireworksNomic/
-        ./examples/vector_stores/chroma_auto_retriever.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/chroma_auto_retriever/
-        ./examples/vector_stores/ZepIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/ZepIndexDemo/
-        ./examples/vector_stores/FaissIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/FaissIndexDemo/
-        ./examples/vector_stores/existing_data/pinecone_existing_data.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/existing_data/pinecone_existing_data/
-        ./examples/vector_stores/existing_data/weaviate_existing_data.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/existing_data/weaviate_existing_data/
-        ./examples/vector_stores/SimpleIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/SimpleIndexDemo/
-        ./examples/vector_stores/qdrant_hybrid.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/qdrant_hybrid/
-        ./examples/vector_stores/DeepLakeIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/DeepLakeIndexDemo/
-        ./examples/vector_stores/pinecone_metadata_filter.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/pinecone_metadata_filter/
-        ./examples/vector_stores/Qdrant_using_qdrant_filters.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/Qdrant_using_qdrant_filters/
-        ./examples/vector_stores/elasticsearch_auto_retriever.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/elasticsearch_auto_retriever/
-        ./examples/vector_stores/ClickHouseIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/ClickHouseIndexDemo/
-        ./examples/vector_stores/SimpleIndexOnS3.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/SimpleIndexOnS3/
-        ./examples/vector_stores/TxtaiIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/TxtaiIndexDemo/
-        ./examples/vector_stores/CassandraIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/CassandraIndexDemo/
-        ./examples/vector_stores/Elasticsearch_demo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/Elasticsearch_demo/
-        ./examples/vector_stores/AwadbDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/AwadbDemo/
-        ./examples/vector_stores/postgres.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/postgres/
-        ./examples/vector_stores/chroma_metadata_filter.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/chroma_metadata_filter/
-        ./examples/vector_stores/AzureCosmosDBMongoDBvCoreDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/AzureCosmosDBMongoDBvCoreDemo/
-        ./examples/vector_stores/UpstashVectorDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/UpstashVectorDemo/
-        ./examples/vector_stores/Neo4jVectorDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/Neo4jVectorDemo/
-        ./examples/vector_stores/ElasticsearchIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/ElasticsearchIndexDemo/
-        ./examples/vector_stores/SimpleIndexDemoLlama-Local.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/SimpleIndexDemoLlama-Local/
-        ./examples/vector_stores/MyScaleIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/MyScaleIndexDemo/
-        ./examples/vector_stores/MetalIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/MetalIndexDemo/
-        ./examples/vector_stores/DuckDBDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/DuckDBDemo/
-        ./examples/vector_stores/AsyncIndexCreationDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/AsyncIndexCreationDemo/
-        ./examples/vector_stores/TairIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/TairIndexDemo/
-        ./examples/vector_stores/PineconeIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/PineconeIndexDemo/
-        ./examples/vector_stores/MongoDBAtlasVectorSearchRAGOpenAI.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/MongoDBAtlasVectorSearchRAGOpenAI/
-        ./examples/vector_stores/RedisIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/RedisIndexDemo/
-        ./examples/vector_stores/JaguarIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/JaguarIndexDemo/
-        ./examples/vector_stores/SimpleIndexDemoLlama2.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/SimpleIndexDemoLlama2/
-        ./examples/vector_stores/WeaviateIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/WeaviateIndexDemo/
-        ./examples/vector_stores/SupabaseVectorIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/SupabaseVectorIndexDemo/
-        ./examples/vector_stores/PGVectoRsDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/PGVectoRsDemo/
-        ./examples/vector_stores/BaiduVectorDBIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/BaiduVectorDBIndexDemo/
-        ./examples/vector_stores/WeaviateIndex_metadata_filter.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/WeaviateIndex_metadata_filter/
-        ./examples/vector_stores/WeaviateIndexDemo-Hybrid.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/WeaviateIndexDemo-Hybrid/
-        ./examples/vector_stores/DocArrayHnswIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/DocArrayHnswIndexDemo/
-        ./examples/vector_stores/DashvectorIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/DashvectorIndexDemo/
-        ./examples/vector_stores/OpensearchDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/OpensearchDemo/
-        ./examples/vector_stores/PineconeIndexDemo-Hybrid.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/PineconeIndexDemo-Hybrid/
-        ./examples/vector_stores/Qdrant_metadata_filter.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/Qdrant_metadata_filter/
-        ./examples/vector_stores/SimpleIndexDemoMMR.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/SimpleIndexDemoMMR/
-        ./examples/vector_stores/pinecone_auto_retriever.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/pinecone_auto_retriever/
-        ./examples/vector_stores/ChromaIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/ChromaIndexDemo/
-        ./examples/vector_stores/LanceDBIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/LanceDBIndexDemo/
-        ./examples/vector_stores/BagelIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/BagelIndexDemo/
-        ./examples/vector_stores/EpsillaIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/EpsillaIndexDemo/
-        ./examples/vector_stores/MilvusIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/MilvusIndexDemo/
-        ./examples/vector_stores/AzureAISearchIndexDemo.html: https://docs.llamaindex.ai/en/latest/examples/vector_stores/AzureAISearchIndexDemo/
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