llama-index-core

llama-index-core [0.10.59]

• Introduce Workflows for event-driven orchestration (#15067)
• Added feature to context chat engine allowing previous chunks to be inserted into the current context window (#14889)
• MLflow Integration added to docs (#14977)
• docs(literalai): add Literal AI integration to documentation (#15023)
• expand span coverage for query pipeline (#14997)
• make re-raising error skip constructor during asyncio_run() (#14970)

llama-index-embeddings-ollama [0.1.3]

• Add proper async embedding support

llama-index-embeddings-textembed [0.0.1]

• add support for textembed embedding (#14968)

llama-index-graph-stores-falkordb [0.1.5]

• initial implementation FalkorDBPropertyGraphStore (#14936)

llama-index-llms-azure-inference [0.1.1]

• Fix: Azure AI inference integration support for tools (#15044)

llama-index-llms-fireworks [0.1.7]

• Updates to Default model for support for function calling (#15046)

llama-index-llms-ollama [0.2.2]

• toggle for ollama function calling (#14972)
• Add function calling for Ollama (#14948)

llama-index-llms-openllm [0.2.0]

• update to OpenLLM 0.6 (#14935)

llama-index-packs-longrag [0.1.0]

• Adds a LlamaPack that implements LongRAG (#14916)

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

• Support for Re-Ranker via Text Embedding Interface (#15063)

llama-index-readers-confluence [0.1.7]

• confluence reader sort auth parameters priority (#14905)

llama-index-readers-file [0.1.31]

• UnstructuredReader use filename as ID (#14946)

llama-index-readers-gitlab [0.1.0]

• Add GitLab reader integration (#15030)

llama-index-readers-google [0.2.11]

• Fix issue with average ratings being a float vs an int (#15070)

llama-index-retrievers-bm25 [0.2.2]

• use proper stemmer in bm25 tokenize (#14965)

llama-index-vector-stores-azureaisearch [0.1.13]

• Fix issue with deleting non-existent index (#14949)

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

• disable embeddings for sparse strategy (#15032)

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

• Update default sparse encoder for Hybrid search (#15019)

llama-index-vector-stores-milvus [0.1.22]

• Enhance MilvusVectorStore with flexible index management for overwriting (#15058)

llama-index-vector-stores-postgres [0.1.13]

• Adds option to construct PGVectorStore with a HNSW index (#15024)

llama-index-core [v0.10.57]

• Add an optional parameter similarity_score to VectorContextRetrieve… (#14831)
• add property extraction (using property names and optional descriptions) for KGs (#14707)
• able to attach output classes to LLMs (#14747)
• Add streaming for tool calling / structured extraction (#14759)
• fix from removing private variables when copying/pickling (#14860)
• Fix empty array being send to vector store in ingestion pipeline (#14859)
• optimize ingestion pipeline deduping (#14858)
• Add an optional parameter similarity_score to VectorContextRetriever (#14831)

llama-index-llms-azure-openai [0.1.10]

• Bugfix: AzureOpenAI may fail with custom azure_ad_token_provider (#14869)

llama-index-llms-bedrock-converse [0.1.5]

• feat: ✨ Implement async functionality in BedrockConverse (#14326)

llama-index-llms-langchain [0.3.0]

• make some dependencies optional
• bump langchain version in integration (#14879)

llama-index-llms-ollama [0.1.6]

• Bugfix: ollama streaming response (#14830)

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

• align deps (#14850)

llama-index-readers-notion [0.1.10]

• update notion reader to handle duplicate pages, database+page ids (#14861)

llama-index-vector-stores-milvus [0.1.21]

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

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

• MongoDB Atlas Vector Search: Enhanced Metadata Filtering (#14856)

llama-index-vector-stores-opensearch [0.1.13]

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

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

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

llama-index-vector-stores-postgres [0.1.12]

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

llama-index-vector-stores-weaviate [1.0.2]

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

llama-index-core [0.10.52]

• fix file reader path bug on windows (#14537)
• follow up with kwargs propagation in colbert index due to change in parent class (#14522)
• deprecate query pipeline agent in favor of FnAgentWorker (#14525O)

llama-index-callbacks-arize-phoenix [0.1.6]

• support latest version of arize #14526

llama-index-embeddings-litellm [0.1.0]

• Add support for LiteLLM Proxy Server for embeddings (#14523)

llama-index-finetuning [0.1.10]

• Adding device choice from sentence_transformers (#14546)

llama-index-graph-stores-neo4 [0.2.7]

• Fixed ordering of returned nodes on vector queries (#14461)

llama-index-llms-bedrock [0.1.10]

• handle empty response in Bedrock AnthropicProvider (#14479)

llama-index-llms-bedrock-converse [0.1.4]

• Fix Bedrock Converse's join_two_dicts function when a new string kwarg is added (#14548)

llama-index-llms-upstage [0.1.4]

• Add upstage tokenizer and token counting method (#14502)

llama-index-readers-azstorage-blob [0.1.7]

• Fix bug with getting object name for blobs (#14547)

llama-index-readers-file [0.1.26]

• Pandas excel reader load data fix for appending documents (#14501)

llama-index-readers-iceberg [0.1.0]

• Add Iceberg Reader integration to LLamaIndex (#14477)

llama-index-readers-notion [0.1.8]

• Added retries (#14488)
• add list_databases method (#14488)

llama-index-readers-slack [0.1.5]

• Enhance SlackReader to fetch Channel IDs from Channel Names/Patterns (#14429)

llama-index-readers-web [0.1.21]

• Add API url to firecrawl reader (#14452)

llama-index-retrievers-bm25 [0.1.5]

• fix score in nodes returned by the BM25 retriever (#14495)

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

• add async methods to azure ai search (#14496)

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

• Kdbai rest compatible (#14511)

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

• Adds Hybrid and Full-Text Search to MongoDBAtlasVectorSearch (#14490)

llama-index-core [0.10.43]

• use default UUIDs when possible for property graph index vector stores (#13886)
• avoid empty or duplicate inserts in property graph index (#13891)
• Fix cur depth for get_rel_map in simple property graph store (#13888)
• (bandaid) disable instrumentation from logging generators (#13901)
• Add backwards compatibility to Dispatcher.get_dispatch_event() method (#13895)
• Fix: Incorrect naming of acreate_plan in StructuredPlannerAgent (#13879)

llama-index-graph-stores-neo4j [0.2.2]

• Handle cases where type is missing (neo4j property graph) (#13875)
• Rename Neo4jPGStore to Neo4jPropertyGraphStore (with backward compat) (#13891)

llama-index-llms-openai [0.1.22]

• Improve the retry mechanism of OpenAI (#13878)

llama-index-readers-web [0.1.18]

• AsyncWebPageReader: made it actually async; it was exhibiting blocking behavior (#13897)

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

• Fix/OpenSearch filter logic (#13804)

llama-index-core [0.10.42]

• Allow proper setting of the vector store in property graph index (#13816)
• fix imports in langchain bridge (#13871)

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

• NebulaGraph support for PropertyGraphStore (#13816)

llama-index-llms-langchain [0.1.5]

• fix fireworks imports in langchain llm (#13871)

llama-index-llms-openllm [0.1.5]

• feat(openllm): 0.5 sdk integrations update (#13848)

llama-index-llms-premai [0.1.5]

• Update SDK compatibility (#13836)

llama-index-readers-google [0.2.6]

• Fixed a bug with tokens causing an infinite loop in GoogleDriveReader (#13863)

llama-index-core [0.10.41]

• pass embeddings from index to property graph retriever (#13843)
• protect instrumentation event/span handlers from each other (#13823)
• add missing events for completion streaming (#13824)
• missing callback_manager.on_event_end when there is exception (#13825)

llama-index-llms-gemini [0.1.10]

• use model kwarg for model name for gemini (#13791)

llama-index-llms-mistralai [0.1.15]

• Add mistral code model (#13807)
• update mistral codestral with fill in middle endpoint (#13810)

llama-index-llms-openllm [0.1.5]

• 0.5 integrations update (#13848)

llama-index-llms-vertex [0.1.8]

• Safety setting for Pydantic Error for Vertex Integration (#13817)

llama-index-readers-smart-pdf-loader [0.1.5]

• handle path objects in smart pdf reader (#13847)

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)

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)

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)

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)

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)

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)

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)

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)