CHANGELOG.md



To find the state of this project's repository at the time of any of these versions, check out the tags.


ChangeLog

[2024-03-14]

llama-index-core [0.10.20]

New instrumentation module for observability (#11831)
Allow passing in LLM for CitationQueryEngine (#11914)
Updated keyval docstore to allow changing suffix in addition to namespace (#11873)
Add (some) async streaming support to query_engine #11949


llama-index-embeddings-dashscope [0.1.3]

Fixed embedding type for query texts (#11901)


llama-index-embeddings-premai [0.1.3]

Support for premai embeddings (#11954)


llama-index-networks [0.2.0]

Added support for network retrievers (#11800)


llama-index-llms-anthropic [0.1.6]

Added support for haiku (#11916)


llama-index-llms-mistralai [0.1.6]

Fixed import error for ChatMessage (#11902)


llama-index-llms-openai [0.1.11]

added gpt-35-turbo-0125 for AZURE_TURBO_MODELS (#11956)
fixed error with nontype in logprobs (#11967)


llama-index-llms-premai [0.1.4]

Support for premai llm (#11954)


llama-index-llms-solar [0.1.3]

Support for solar as an LLM class (#11710)


llama-index-llms-vertex [0.1.5]

Add support for medlm in vertex (#11911)


llama-index-readers-goolge [0.1.6]

added README files and query string for google drive reader (#11724)


llama-index-readers-file [0.1.11]

Updated ImageReader to add plain_text option to trigger pytesseract (#11913)


llama-index-readers-pathway [0.1.3]

use pure requests to reduce deps, simplify code (#11924)


llama-index-retrievers-pathway [0.1.3]

use pure requests to reduce deps, simplify code (#11924)


llama-index-storage-docstore-mongodb [0.1.3]

Allow changing suffix for mongodb docstore (#11873)


llama-index-vector-stores-databricks [0.1.1]

Support for databricks vector search as a vector store (#10754)


llama-index-vector-stores-opensearch [0.1.8]

(re)implement proper delete (#11959)


llama-index-vector-stores-postgres [0.1.4]

Fixes for IN filters and OR text search (#11872, #11927)


[2024-03-12]

llama-index-cli [0.1.9]

Removed chroma as a bundled dep to reduce llama-index deps


llama-index-core [0.10.19]

Introduce retries for rate limits in OpenAI llm class (#11867)
Added table comments to SQL table schemas in SQLDatabase (#11774)
Added LogProb type to ChatResponse object (#11795)
Introduced LabelledSimpleDataset (#11805)
Fixed insert IndexNode objects with unserializable objects (#11836)
Fixed stream chat type error when writing response to history in CondenseQuestionChatEngine (#11856)
Improve post-processing for json query engine (#11862)


llama-index-embeddings-cohere [0.1.4]

Fixed async kwarg error (#11822)


llama-index-embeddings-dashscope [0.1.2]

Fixed pydantic import (#11765)


llama-index-graph-stores-neo4j [0.1.3]

Properly close connection after verifying connectivity (#11821)


llama-index-llms-cohere [0.1.3]

Add support for new command-r model (#11852)


llama-index-llms-huggingface [0.1.4]

Fixed streaming decoding with special tokens (#11807)


llama-index-llms-mistralai [0.1.5]

Added support for latest and open models (#11792)


llama-index-tools-finance [0.1.1]

Fixed small bug when passing in the API get for stock news (#11772)


llama-index-vector-stores-chroma [0.1.6]

Slimmed down chroma deps (#11775)


llama-index-vector-stores-lancedb [0.1.3]

Fixes for deleting (#11825)


llama-index-vector-stores-postgres [0.1.3]

Support for nested metadata filters (#11778)


[2024-03-07]

llama-index-callbacks-deepeval [0.1.3]

Update import path for callback handler (#11754)


llama-index-core [0.10.18]

Ensure LoadAndSearchToolSpec loads document objects (#11733)
Fixed bug for no nodes in QueryFusionRetriever (#11759)
Allow using different runtime kwargs for different evaluators in BatchEvalRunner (#11727)
Fixed issues with fsspec + SimpleDirectoryReader (#11665)
Remove asyncio.run() requirement from guideline evaluator (#11719)


llama-index-embeddings-voyageai [0.1.3]

Update voyage embeddings to use proper clients (#11721)


llama-index-indices-managed-vectara [0.1.3]

Fixed issues with vectara query engine in non-summary mode (#11668)


llama-index-llms-mymagic [0.1.5]

Add return_output option for json output with query and response (#11761)


llama-index-packs-code-hierarchy [0.1.0]

Added support for a CodeHiearchyAgentPack that allows for agentic traversal of a codebase (#10671)


llama-index-packs-cohere-citation-chat [0.1.3]

Added a new llama-pack for citations + chat with cohere (#11697)


llama-index-vector-stores-milvus [0.1.6]

Prevent forced flush() on document add (#11734)


llama-index-vector-stores-opensearch [0.1.7]

Small typo in metadata column name (#11751)


llama-index-vector-stores-tidbvector [0.1.0]

Initial support for TiDB vector store (#11635)


llama-index-vector-stores-weaviate [0.1.4]

Small fix for int fields in metadata filters (#11742)


[2024-03-06]
New format! Going to try out reporting changes per package.

llama-index-cli [0.1.8]

Update mappings for upgrade command (#11699)


llama-index-core [0.10.17]

add relative_score and dist_based_score to QueryFusionRetriever (#11667)
check for none in async agent queue (#11669)
allow refine template for BaseSQLTableQueryEngine (#11378)
update mappings for llama-packs (#11699)
fixed index error for extracting rel texts in KG index (#11695)
return proper response types from synthesizer when no nodes (#11701)
Inherit metadata to summaries in DocumentSummaryIndex (#11671)
Inherit callback manager in sql query engines (#11662)
Fixed bug with agent streaming not being written to chat history (#11675)
Fixed a small bug with none deltas when streaming a function call with an agent (#11713)


llama-index-multi-modal-llms-anthropic [0.1.2]

Added support for new multi-modal models haiku and sonnet (#11656)


llama-index-packs-finchat [0.1.0]

Added a new llama-pack for hierarchical agents + finance chat (#11387)


llama-index-readers-file [0.1.8]

Added support for checking if NLTK files are already downloaded (#11676)


llama-index-readers-json [0.1.4]

Use the metadata passed in when creating documents (#11626)


llama-index-vector-stores-astra-db [0.1.4]

Update wording in warning message (#11702)


llama-index-vector-stores-opensearch [0.1.7]

Avoid calling nest_asyncio.apply() in code to avoid confusing errors for users (#11707)


llama-index-vector-stores-qdrant [0.1.4]

Catch RPC errors (#11657)


[0.10.16] - 2024-03-05

New Features

Anthropic support for new models (#11623, #11612)
Easier creation of chat prompts (#11583)
Added a raptor retriever llama-pack (#11527)
Improve batch cohere embeddings through bedrock (#11572)
Added support for vertex AI embeddings (#11561)


Bug Fixes / Nits

Ensure order in async embeddings generation (#11562)
Fixed empty metadata for csv reader (#11563)
Serializable fix for composable retrievers (#11617)
Fixed milvus metadata filter support (#11566)
FIxed pydantic import in clickhouse vector store (#11631)
Fixed system prompts for gemini/vertext-gemini (#11511)


[0.10.15] - 2024-03-01

New Features

Added FeishuWikiReader (#11491)
Added videodb retriever integration (#11463)
Added async to opensearch vector store (#11513)
New LangFuse one-click callback handler (#11324)


Bug Fixes / Nits

Fixed deadlock issue with async chat streaming (#11548)
Improved hidden file check in SimpleDirectoryReader (#11496)
Fixed null values in document metadata when using SimpleDirectoryReader (#11501)
Fix for sqlite utils in jsonalyze query engine (#11519)
Added base url and timeout to ollama multimodal LLM (#11526)
Updated duplicate handling in query fusion retriever (#11542)
Fixed bug in kg indexx struct updating (#11475)


[0.10.14] - 2024-02-28

New Features

Released llama-index-networks (#11413)
Jina reranker (#11291)
Added DuckDuckGo agent search tool (#11386)
helper functions for chatml (#10272)
added brave search tool for agents (#11468)
Added Friendli LLM integration (#11384)
metadata only queries for chromadb (#11328)


Bug Fixes / Nits

Fixed inheriting llm callback in synthesizers (#11404)
Catch delete error in milvus (#11315)
Fixed pinecone kwargs issue (#11422)
Supabase metadata filtering fix (#11428)
api base fix in gemini embeddings (#11393)
fix elasticsearch vector store await (#11438)
vllm server cuda fix (#11442)
fix for passing LLM to context chat engine (#11444)
set input types for cohere embeddings (#11288)
default value for azure ad token (#10377)
added back prompt mixin for react agent (#10610)
fixed system roles for gemini (#11481)
fixed mean agg pooling returning numpy float values (#11458)
improved json path parsing for JSONQueryEngine (#9097)


[0.10.13] - 2024-02-26

New Features

Added a llama-pack for KodaRetriever, for on-the-fly alpha tuning (#11311)
Added support for mistral-large (#11398)
Last token pooling mode for huggingface embeddings models like SFR-Embedding-Mistral (#11373)
Added fsspec support to SimpleDirectoryReader (#11303)


Bug Fixes / Nits

Fixed an issue with context window + prompt helper (#11379)
Moved OpenSearch vector store to BasePydanticVectorStore (#11400)
Fixed function calling in fireworks LLM (#11363)
Made cohere embedding types more automatic (#11288)
Improve function calling in react agent (#11280)
Fixed MockLLM imports (#11376)


[0.10.12] - 2024-02-22

New Features

Added llama-index-postprocessor-colbert-rerank package (#11057)

MyMagicAI LLM (#11263)

MariaTalk LLM (#10925)
Add retries to github reader (#10980)
Added FireworksAI embedding and LLM modules (#10959)


Bug Fixes / Nits

Fixed string formatting in weaviate (#11294)
Fixed off-by-one error in semantic splitter (#11295)
Fixed download_llama_pack for multiple files (#11272)
Removed BUILD files from packages (#11267)
Loosened python version reqs for all packages (#11267)
Fixed args issue with chromadb (#11104)


[0.10.11] - 2024-02-21

Bug Fixes / Nits

Fixed multi-modal LLM for async acomplete (#11064)
Fixed issue with llamaindex-cli imports (#11068)


[0.10.10] - 2024-02-20
I'm still a bit wonky with our publishing process -- apologies. This is just a version
bump to ensure the changes that were supposed to happen in 0.10.9 actually
did get published. (AF)

[0.10.9] - 2024-02-20

add llama-index-cli dependency


[0.10.7] - 2024-02-19

New Features

Added Self-Discover llamapack (#10951)


Bug Fixes / Nits

Fixed linting in CICD (#10945)
Fixed using remote graph stores (#10971)
Added missing LLM kwarg in NoText response synthesizer (#10971)
Fixed openai import in rankgpt (#10971)
Fixed resolving model name to string in openai embeddings (#10971)
Off by one error in sentence window node parser (#10971)


[0.10.6] - 2024-02-17
First, apologies for missing the changelog the last few versions. Trying to figure out the best process with 400+ packages.
At some point, each package will have a dedicated changelog.
But for now, onto the "master" changelog.

New Features

Added NomicHFEmbedding (#10762)
Added MinioReader (#10744)


Bug Fixes / Nits

Various fixes for clickhouse vector store (#10799)
Fix index name in neo4j vector store (#10749)
Fixes to sagemaker embeddings (#10778)
Fixed performance issues when splitting nodes (#10766)
Fix non-float values in reranker + b25 (#10930)
OpenAI-agent should be a dep of openai program (#10930)
Add missing shortcut imports for query pipeline components (#10930)
Fix NLTK and tiktoken not being bundled properly with core (#10930)
Add back llama_index.core.__version__ (#10930)


[0.10.3] - 2024-02-13

Bug Fixes / Nits

Fixed passing in LLM to as_chat_engine (#10605)
Fixed system prompt formatting for anthropic (#10603)
Fixed elasticsearch vector store error on __version__ (#10656)
Fixed import on openai pydantic program (#10657)
Added client back to opensearch vector store exports (#10660)
Fixed bug in SimpleDirectoryReader not using file loaders properly (#10655)
Added lazy LLM initialization to RankGPT (#10648)
Fixed bedrock embedding from_credentials passing ing the model name (#10640)
Added back recent changes to TelegramReader (#10625)


[0.10.0, 0.10.1] - 2024-02-12

Breaking Changes

Several changes are introduced. See the full blog post for complete details.


[0.9.48] - 2024-02-12

Bug Fixes / Nits

Add back deprecated API for BedrockEmbdding (#10581)


[0.9.47] - 2024-02-11
Last patch before v0.10!

New Features

add conditional links to query pipeline (#10520)
refactor conditional links + add to cookbook (#10544)
agent + query pipeline cleanups (#10563)


Bug Fixes / Nits

Add sleep to fix lag in chat stream (#10339)
OllamaMultiModal kwargs (#10541)
Update Ingestion Pipeline to handle empty documents (#10543)
Fixing minor spelling error (#10516)
fix elasticsearch async check (#10549)
Docs/update slack demo colab (#10534)
Adding the possibility to use the IN operator for PGVectorStore (#10547)
fix agent reset (#10562)
Fix MD duplicated Node id from multiple docs (#10564)


[0.9.46] - 2024-02-08

New Features

Update pooling strategy for embedding models (#10536)
Add Multimodal Video RAG example (#10530)
Add SECURITY.md (#10531)
Move agent module guide up one-level (#10519)


Bug Fixes / Nits