2024-05-28 (v0.10.40)

llama-index-core [0.10.40]

• Added PropertyGraphIndex and other supporting abstractions. See the full guide for more details (#13747)
• Updated AutoPrevNextNodePostprocessor to allow passing in response mode and LLM (#13771)
• fix type handling with return direct (#13776)
• Correct the method name to _aget_retrieved_ids_and_texts in retrievval evaluator (#13765)
• fix: QueryTransformComponent incorrect call self._query_transform (#13756)
• implement more filters for SimpleVectorStoreIndex (#13365)

llama-index-embeddings-bedrock [0.2.0]

• Added support for Bedrock Titan Embeddings v2 (#13580)

llama-index-embeddings-oci-genai [0.1.0]

• add Oracle Cloud Infrastructure (OCI) Generative AI (#13631)

llama-index-embeddings-huggingface [0.2.1]

• Expose "safe_serialization" parameter from AutoModel (#11939)

llama-index-graph-stores-neo4j [0.2.0]

• Added Neo4jPGStore for property graph support (#13747)

llama-index-indices-managed-dashscope [0.1.1]

• Added dashscope managed index (#13378)

llama-index-llms-oci-genai [0.1.0]

• add Oracle Cloud Infrastructure (OCI) Generative AI (#13631)

llama-index-readers-feishu-wiki [0.1.1]

• fix undefined variable (#13768)

llama-index-packs-secgpt [0.1.0]

• SecGPT - LlamaIndex Integration #13127

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

• Add Hologres vector db (#13619)

llama-index-vector-stores-milvus [0.1.16]

• Remove FlagEmbedding as Milvus's dependency (#13767)
  Unify the collection construction regardless of the value of enable_sparse (#13773)

llama-index-vector-stores-opensearch [0.1.9]

• refactor to put helper methods inside class definition (#13749)

v0.10.39

v0.10.39

v0.10.38

v0.10.38

v0.10.37

v0.10.37

v0.10.36

v0.10.36

2024-05-07 (v0.10.35)

llama-index-agent-introspective [0.1.0]

• Add CRITIC and reflection agent integrations (#13108)

llama-index-core [0.10.35]

• fix from_defaults() erasing summary memory buffer history (#13325)
• use existing async event loop instead of asyncio.run() in core (#13309)
• fix async streaming from query engine in condense question chat engine (#13306)
• Handle ValueError in extract_table_summaries in element node parsers (#13318)
• Handle llm properly for QASummaryQueryEngineBuilder and RouterQueryEngine (#13281)
• expand instrumentation payloads (#13302)
• Fix Bug in sql join statement missing schema (#13277)

llama-index-embeddings-jinaai [0.1.5]

• add encoding_type parameters in JinaEmbedding class (#13172)
• fix encoding type access in JinaEmbeddings (#13315)

llama-index-embeddings-nvidia [0.1.0]

• add nvidia nim embeddings support (#13177)

llama-index-llms-mistralai [0.1.12]

• Fix async issue when streaming with Mistral AI (#13292)

llama-index-llms-nvidia [0.1.0]

• add nvidia nim llm support (#13176)

llama-index-postprocessor-nvidia-rerank [0.1.0]

• add nvidia nim rerank support (#13178)

llama-index-readers-file [0.1.21]

• Update MarkdownReader to parse text before first header (#13327)

llama-index-readers-web [0.1.13]

• feat: Spider Web Loader (#13200)

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

• Add VectorStore integration for Vespa (#13213)

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

• Add support for Vertex AI Vector Search as Vector Store (#13186)

2024-05-02 (v0.10.34)

llama-index-core [0.10.34]

• remove error ignoring during chat engine streaming (#13160)
• add structured planning agent (#13149)
• update base class for planner agent (#13228)
• Fix: Error when parse file using SimpleFileNodeParser and file's extension doesn't in FILE_NODE_PARSERS (#13156)
• add matching source_node.node_id verification to node parsers (#13109)
• Retrieval Metrics: Updating HitRate and MRR for Evaluation@K documents retrieved. Also adding RR as a separate metric (#12997)
• Add chat summary memory buffer (#13155)

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

• ZillizCloudPipelineIndex accepts flexible params to create pipelines (#10134, #10112)

llama-index-llms-huggingface [0.1.7]

• Add tool usage support with text-generation-inference integration from Hugging Face (#12471)

llama-index-llms-maritalk [0.2.0]

• Add streaming for maritalk (#13207)

llama-index-llms-mistral-rs [0.1.0]

• Integrate mistral.rs LLM (#13105)

llama-index-llms-mymagic [0.1.7]

• mymagicai api update (#13148)

llama-index-llms-nvidia-triton [0.1.5]

• Streaming Support for Nvidia's Triton Integration (#13135)

llama-index-llms-ollama [0.1.3]

• added async support to ollama llms (#13150)

llama-index-readers-microsoft-sharepoint [0.2.2]

• Exclude access control metadata keys from LLMs and embeddings - SharePoint Reader (#13184)

llama-index-readers-web [0.1.11]

• feat: Browserbase Web Reader (#12877)

llama-index-readers-youtube-metadata [0.1.0]

• Added YouTube Metadata Reader (#12975)

llama-index-storage-kvstore-redis [0.1.4]

• fix redis kvstore key that was in bytes (#13201)

llama-index-vector-stores-azureaisearch [0.1.5]

• Respect filter condition for Azure AI Search (#13215)

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

• small bump for new chroma client version (#13158)

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

• Adding Firestore Vector Store (#12048)

llama-index-vector-stores-kdbai [0.1.5]

• small fix to returned IDs after add() (#12515)

llama-index-vector-stores-milvus [0.1.11]

• Add hybrid retrieval mode to MilvusVectorStore (#13122)

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

• parameterize queries in pgvector store (#13199)

v0.10.33

v0.10.33

v0.10.32

v0.10.32

2024-04-23 (v0.10.31)

llama-index-core [0.10.31]

• fix async streaming response from query engine (#12953)
• enforce uuid in element node parsers (#12951)
• add function calling LLM program (#12980)
• make the PydanticSingleSelector work with async api (#12964)
• fix query pipeline's arun_with_intermediates (#13002)

llama-index-agent-coa [0.1.0]

• Add COA Agent integration (#13043)

llama-index-agent-lats [0.1.0]

• Official LATs agent integration (#13031)

llama-index-agent-llm-compiler [0.1.0]

• Add LLMCompiler Agent Integration (#13044)

llama-index-llms-anthropic [0.1.10]

• Add the ability to pass custom headers to Anthropic LLM requests (#12819)

llama-index-llms-bedrock [0.1.7]

• Adding claude 3 opus to BedRock integration (#13033)

llama-index-llms-fireworks [0.1.5]

• Add new Llama 3 and Mixtral 8x22b model into Llama Index for Fireworks (#12970)

llama-index-llms-openai [0.1.16]

• Fix AsyncOpenAI "RuntimeError: Event loop is closed bug" when instances of AsyncOpenAI are rapidly created & destroyed (#12946)
• Don't retry on all OpenAI APIStatusError exceptions - just InternalServerError (#12947)

llama-index-llms-watsonx [0.1.7]

• Updated IBM watsonx foundation models (#12973)

llama-index-packs-code-hierarchy [0.1.6]

• Return the parent node if the query node is not present (#12983)
• fixed bug when function is defined twice (#12941)

llama-index-program-openai [0.1.6]

• dding support for streaming partial instances of Pydantic output class in OpenAIPydanticProgram (#13021)

llama-index-readers-openapi [0.1.0]

• add reader for openapi files (#12998)

llama-index-readers-slack [0.1.4]

• Avoid infinite loop when not handled exception is raised (#12963)

llama-index-readers-web [0.1.10]

• Improve whole site reader to remove duplicate links (#12977)

llama-index-retrievers-bedrock [0.1.1]

• Fix Bedrock KB retriever to use query bundle (#12910)

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

• Integrating AWS DocumentDB as a vector storage method (#12217)

llama-index-vector-stores-databricks [0.1.2]

• Fix databricks vector search metadata (#12999)

llama-index-vector-stores-neo4j [0.1.4]

• Neo4j metadata filtering support (#12923)

llama-index-vector-stores-pinecone [0.1.5]

• Fix error querying PineconeVectorStore using sparse query mode (#12967)

llama-index-vector-stores-qdrant [0.2.5]

• Many fixes for async and checking if collection exists (#12916)

llama-index-vector-stores-weaviate [0.1.5]

• Adds the index deletion functionality to the WeviateVectoreStore (#12993)