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)

2024-04-17 (v0.10.30)

llama-index-core [0.10.30]

• Add intermediate outputs to QueryPipeline (#12683)
• Fix show progress causing results to be out of order (#12897)
• add OR filter condition support to simple vector store (#12823)
• improved custom agent init (#12824)
• fix pipeline load without docstore (#12808)
• Use async _aprocess_actions in _arun_step_stream (#12846)
• provide the exception to the StreamChatErrorEvent (#12879)
• fix bug in load and search tool spec (#12902)

llama-index-embeddings-azure-opena [0.1.7]

• Expose azure_ad_token_provider argument to support token expiration (#12818)

llama-index-embeddings-cohere [0.1.8]

• Add httpx_async_client option (#12896)

llama-index-embeddings-ipex-llm [0.1.0]

• add ipex-llm embedding integration (#12740)

llama-index-embeddings-octoai [0.1.0]

• add octoai embeddings (#12857)

llama-index-llms-azure-openai [0.1.6]

• Expose azure_ad_token_provider argument to support token expiration (#12818)

llama-index-llms-ipex-llm [0.1.2]

• add support for loading "low-bit format" model to IpexLLM integration (#12785)

llama-index-llms-mistralai [0.1.11]

• support open-mixtral-8x22b (#12894)

llama-index-packs-agents-lats [0.1.0]

• added LATS agent pack (#12735)

llama-index-readers-smart-pdf-loader [0.1.4]

• Use passed in metadata for documents (#12844)

llama-index-readers-web [0.1.9]

• added Firecrawl Web Loader (#12825)

llama-index-vector-stores-milvus [0.1.10]

• use batch insertions into Milvus vector store (#12837)

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

• add vearch to vector stores (#10972)

2024-04-13 (v0.10.29)

llama-index-core [0.10.29]

• BREAKING Moved PandasQueryEngine and PandasInstruction parser to llama-index-experimental (#12419)
  • new install: pip install -U llama-index-experimental
  • new import: from llama_index.experimental.query_engine import PandasQueryEngine
• Fixed some core dependencies to make python3.12 work nicely (#12762)
• update async utils run_jobs() to include tqdm description (#12812)
• Refactor kvdocstore delete methods (#12681)

llama-index-llms-bedrock [0.1.6]

• Support for Mistral Large from Bedrock (#12804)

llama-index-llms-openvino [0.1.0]

• Added OpenVino LLMs (#12639)

llama-index-llms-predibase [0.1.4]

• Update LlamaIndex-Predibase Integration to latest API (#12736)
• Enable choice of either Predibase-hosted or HuggingFace-hosted fine-tuned adapters in LlamaIndex-Predibase integration (#12789)

llama-index-output-parsers-guardrails [0.1.3]

• Modernize GuardrailsOutputParser (#12676)

llama-index-packs-agents-coa [0.1.0]

• Chain-of-Abstraction Agent Pack (#12757)

llama-index-packs-code-hierarchy [0.1.3]

• Fixed issue with chunking multi-byte characters (#12715)

llama-index-packs-raft-dataset [0.1.4]

• Fix bug in raft dataset generator - multiple system prompts (#12751)

llama-index-postprocessor-openvino-rerank [0.1.2]

• Add openvino rerank support (#12688)

llama-index-readers-file [0.1.18]

• convert to Path in docx reader if input path str (#12807)
• make pip check work for optional pdf packages (#12758)

llama-index-readers-s3 [0.1.7]

• wrong doc id when using default s3 endpoint in S3Reader (#12803)

llama-index-retrievers-bedrock [0.1.0]

• Add Amazon Bedrock knowledge base integration as retriever (#12737)

llama-index-retrievers-mongodb-atlas-bm25-retriever [0.1.3]

• Add mongodb atlas bm25 retriever (#12519)

llama-index-storage-chat-store-redis [0.1.3]

• fix message serialization in redis chat store (#12802)

llama-index-vector-stores-astra-db [0.1.6]

• Relax dependency version to accept astrapy 1.* (#12792)

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

• Add support for Couchbase as a Vector Store (#12680)

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

• Fix elasticsearch hybrid rrf window_size (#12695)

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

• Added support to retrieve metadata fields from milvus (#12626)

llama-index-vector-stores-redis [0.2.0]

• Modernize redis vector store, use redisvl (#12386)

llama-index-vector-stores-qdrant [0.2.0]

• refactor: Switch default Qdrant sparse encoder (#12512)

2024-04-09 (v0.10.28)

llama-index-core [0.10.28]

• Support indented code block fences in markdown node parser (#12393)
• Pass in output parser to guideline evaluator (#12646)
• Added example of query pipeline + memory (#12654)
• Add missing node postprocessor in CondensePlusContextChatEngine async mode (#12663)
• Added return_direct option to tools /tool metadata (#12587)
• Add retry for batch eval runner (#12647)
• Thread-safe instrumentation (#12638)
• Coroutine-safe instrumentation Spans #12589
• Add in-memory loading for non-default filesystems in PDFReader (#12659)
• Remove redundant tokenizer call in sentence splitter (#12655)
• Add SynthesizeComponent import to shortcut imports (#12655)
• Improved truncation in SimpleSummarize (#12655)
• adding err handling in eval_utils default_parser for correctness (#12624)
• Add async_postprocess_nodes at RankGPT Postprocessor Nodes (#12620)
• Fix MarkdownNodeParser ref_doc_id (#12615)

llama-index-embeddings-openvino [0.1.5]

• Added initial support for openvino embeddings (#12643)

llama-index-llms-anthropic [0.1.9]

• add anthropic tool calling (#12591)

llama-index-llms-ipex-llm [0.1.1]

• add ipex-llm integration (#12322)
• add more data types support to ipex-llm llm integration (#12635)

llama-index-llms-openllm [0.1.4]

• Proper PrivateAttr usage in OpenLLM (#12655)

llama-index-multi-modal-llms-anthropic [0.1.4]

• Bumped anthropic dep version (#12655)

llama-index-multi-modal-llms-gemini [0.1.5]

• bump generativeai dep (#12645)

llama-index-packs-dense-x-retrieval [0.1.4]

• Add streaming support for DenseXRetrievalPack (#12607)

llama-index-readers-mongodb [0.1.4]

• Improve efficiency of MongoDB reader (#12664)

llama-index-readers-wikipedia [0.1.4]

• Added multilingual support for the Wikipedia reader (#12616)

llama-index-storage-index-store-elasticsearch [0.1.3]

• remove invalid chars from default collection name (#12672)

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

• Added support to retrieve metadata fields from milvus (#12626)
• Bug fix - Similarity metric is always IP for MilvusVectorStore (#12611)

2024-04-04 (v0.10.27)

llama-index-agent-openai [0.2.2]

• Update imports for message thread typing (#12437)

llama-index-core [0.10.27]

• Fix for pydantic query engine outputs being blank (#12469)
• Add span_id attribute to Events (instrumentation) (#12417)
• Fix RedisDocstore node retrieval from docs property (#12324)
• Add node-postprocessors to retriever_tool (#12415)
• FLAREInstructQueryEngine : delegating retriever api if the query engine supports it (#12503)
• Make chat message to dict safer (#12526)
• fix check in batch eval runner for multi-kwargs (#12563)
• Fixes agent_react_multimodal_step.py bug with partial args (#12566)

llama-index-embeddings-clip [0.1.5]

• Added support to load clip model from local file path (#12577)

llama-index-embeddings-cloudflar-workersai [0.1.0]

• text embedding integration: Cloudflare Workers AI (#12446)

llama-index-embeddings-voyageai [0.1.4]

• Fix pydantic issue in class definition (#12469)

llama-index-finetuning [0.1.5]

• Small typo fix in QA generation prompt (#12470)

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

• Replace redis driver with FalkorDB driver (#12434)

llama-index-llms-anthropic [0.1.8]

• Add ability to pass custom HTTP headers to Anthropic client (#12558)

llama-index-llms-cohere [0.1.6]

• Add support for Cohere Command R+ model (#12581)

llama-index-llms-databricks [0.1.0]

• Integrations with DataBricks LLM API (#12432)

llama-index-llms-watsonx [0.1.6]

• Updated Watsonx foundation models (#12493)
• Updated base model name on watsonx integration #12491

lama-index-postprocessor-rankllm-rerank [0.1.2]

• Add RankGPT support inside RankLLM (#12475)

llama-index-readers-microsoft-sharepoint [0.1.7]

• Use recursive strategy by default for SharePoint (#12557)

llama-index-readers-web [0.1.8]

• Readability web page reader fix playwright async api bug (#12520)

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

• small to_list fix (#12515)

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

• Add support for Neptune Analytics as a Vector Store (#12423)

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

• fix(postgres): numeric metadata filters (#12583)