v0.10.19

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)

v0.10.18

v0.10.18

v0.10.17

[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 extacting 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 streming 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)

v0.10.16

v0.10.16

v0.10.15

v0.10.15

v0.10.14

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)

v0.10.13.post1

v0.10.13.post1

v0.10.13

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)

v0.10.12

v0.10.12

v0.10.11

v0.10.11