CHANGELOG.md · 花未眠/llama_index

# ChangeLog

## [2024-02-02]

### `llama-index-core` [0.10.60]

- update `StartEvent` usage to allow for dot notation attribute access (#15124)
- Add GraphRAGV2 notebook (#15119)
- Fixed minor bug in DynamicLLMPathExtractor as well as default output parsers not working (#15085)
- update typing for workflow timeouts (#15102)
- fix(sql_wrapper): dont mention foreign keys when there is none (#14998)

### `llama-index-graph-stores-neo4j` [0.2.11]

- fix neo4j retrieving relation properties (#15111) (#15108)

### `llama-index-llms-vllm` [0.1.9]

- Update base.py to use @atexit for cleanup (#15047)

### `llama-index-vector-stores-pinecone` [0.1.9]

- bump pinecone client version deps (#15121)

### `llama-index-vector-stores-redis` [0.2.1]

- Handle nested MetadataFilters for Redis vector store (#15093)

### `llama-index-vector-stores-wordlift` [0.2.0]

- Update WordLift Vector Store to use new client package (#15045)

## [2024-07-31]

### `llama-index-core` [0.10.59]

- Introduce `Workflow`s 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)

## [2024-07-24]

### `llama-index-core` [0.10.58]

- Fix: Token counter expecting response.raw as dict, got ChatCompletionChunk (#14937)
- Return proper tool outputs per agent step instead of all (#14885)
- Minor bug fixes to async structured streaming (#14925)

### `llama-index-llms-fireworks` [0.1.6]

- fireworks ai llama3.1 support (#14914)

### `llama-index-multi-modal-llms-anthropic` [0.1.6]

- Add claude 3.5 sonnet to multi modal llms (#14932)

### `llama-index-retrievers-bm25` [0.2.1]

- 🐞 fix(integrations): BM25Retriever persist missing arg similarity_top_k (#14933)

### `llama-index-retrievers-vertexai-search` [0.1.0]

- Llamaindex retriever for Vertex AI Search (#14913)

### `llama-index-vector-stores-deeplake` [0.1.5]

- Improved `deeplake.get_nodes()` performance (#14920)

### `llama-index-vector-stores-elasticsearch` [0.2.3]

- Bugfix: Don't pass empty list of embeddings to elasticsearch store when using sparse strategy (#14918)

### `llama-index-vector-stores-lindorm` [0.1.0]

- Add vector store integration of lindorm (#14623)

### `llama-index-vector-stores-qdrant` [0.2.14]

- feat: allow to limit how many elements retrieve (qdrant) (#14904)

## [2024-07-22]

### `llama-index-core` [0.10.57]

- 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)

## [2024-07-19]

### `llama-index-core` [0.10.56]

- Fixing the issue where the \_apply_node_postprocessors function needs QueryBundle (#14839)
- Add Context-Only Response Synthesizer (#14439)
- Fix AgentRunner AgentRunStepStartEvent dispatch (#14828)
- Improve output format system prompt in ReAct agent (#14814)
- Remove double curly replacing from output parser utils (#14735)
- Update simple_summarize.py (#14714)

### `llama-index-tools-azure-code-interpreter` [0.2.0]

- chore: read AZURE_POOL_MANAGEMENT_ENDPOINT from env vars (#14732)

### `llama-index-llms-azure-inference` [0.1.0]

- Azure AI Inference integration (#14672)

### `llama-index-embeddings-azure-inference` [0.1.0]

- Azure AI Inference integration (#14672)

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

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

### `llama-index-embeddings-yandexgpt` [0.1.5]

- Add new integration for YandexGPT Embedding Model (#14313)

### `llama-index-tools-google` [0.1.6]

- Update docstring for gmailtoolspec's search_messages tool (#14840)

### `llama-index-postprocessor-nvidia-rerank` [0.1.5]

- add support for nvidia/nv-rerankqa-mistral-4b-v3 (#14844)

### `llama-index-embeddings-openai` [0.1.11]

- Fix OpenAI Embedding async client bug (#14835)

### `llama-index-embeddings-azure-openai` [0.1.11]

- Fix Azure OpenAI LLM and Embedding async client bug (#14833)

### `llama-index-llms-azure-openai` [0.1.9]

- Fix Azure OpenAI LLM and Embedding async client bug (#14833)

### `llama-index-multi-modal-llms-openai` [0.1.8]

- Add support for gpt-4o-mini (#14820)

### `llama-index-llms-openai` [0.1.26]

- Add support for gpt-4o-mini (#14820)

### `llama-index-llms-mistralai` [0.1.18]

- Add support for mistralai nemo model (#14819)

### `llama-index-graph-stores-neo4j` [0.2.8]

- Fix bug when sanitize is used in neo4j property graph (#14812)
- Add filter to get_triples in neo4j (#14811)

### `llama-index-vector-stores-azureaisearch` [0.1.12]

- feat: add nested filters for azureaisearch (#14795)

### `llama-index-vector-stores-qdrant` [0.2.13]

- feat: Add NOT IN filter for Qdrant vector store (#14791)

### `llama-index-vector-stores-azureaisearch` [0.1.11]

- feat: add azureaisearch supported conditions (#14787)
- feat: azureaisearch support collection string (#14712)

### `llama-index-tools-weather` [0.1.4]

- Fix OpenWeatherMapToolSpec.forecast_tommorrow_at_location (#14745)

### `llama-index-readers-microsoft-sharepoint` [0.2.6]

- follow odata.nextLink (#14708)

### `llama-index-vector-stores-qdrant` [0.2.12]

- Adds Quantization option to QdrantVectorStore (#14740)

### `llama-index-vector-stores-azureaisearch` [0.1.10]

- feat: improve azureai search deleting (#14693)

### `llama-index-agent-openai` [0.2.9]

- fix: tools are required for attachments in openai api (#14609)

### `llama-index-readers-box` [0.1.0]

- new integration

### `llama-index-embeddings-fastembed` [0.1.6]

- fix fastembed python version (#14710)

## [2024-07-11]

### `llama-index-core` [0.10.55]

- Various docs updates

### `llama-index-llms-cleanlab` [0.1.1]

- Add user configurations for Cleanlab LLM integration (#14676)

### `llama-index-readers-file` [0.1.30]

- race between concurrent pptx readers over a single temp filename (#14686)

### `llama-index-tools-exa` [0.1.4]

- changes to Exa search tool getting started and example notebook (#14690)

## [2024-07-10]

### `llama-index-core` [0.10.54]

- fix: update operator logic for simple vector store filter (#14674)
- Add AgentOps integration (#13935)

### `llama-index-embeddings-fastembed` [0.1.5]

- chore: update required python version in Qdrant fastembed package (#14677)

### `llama-index-embeddings-huggingface-optimum-intel` [0.1.6]

- Bump version llama-index-embeddings-huggingface-optimum-intel (#14670)

### `llama-index-vector-stores-elasticsearch` [0.2.2]

- Added support for custom index settings (#14655)

### `llama-index-callbacks-agentops` [0.1.0]

- Initial release

### `llama-index-indices-managed-vertexai` [0.0.2]

- Fix #14637 Llamaindex managed Vertex AI index needs to be updated. (#14641)

### `llama-index-readers-file` [0.1.29]

- fix unstructured import in simple file reader (#14642)

## [2024-07-08]

### `llama-index-core` [0.10.53]

- fix handling react usage in `llm.predict_and_call` for llama-agents (#14556)
- add the missing arg verbose when `ReActAgent` calling `super().__init__` (#14565)
- fix `llama-index-core\llama_index\core\node_parser\text\utils.py` error when use IngestionPipeline parallel (#14560)
- deprecate `KnowledgeGraphIndex`, tweak docs (#14575)
- Fix `ChatSummaryMemoryBuffer` fails to summary chat history with tool callings (#14563)
- Added `DynamicLLMPathExtractor` for Entity Detection With a Schema inferred by LLMs on the fly (#14566)
- add cloud document converter (#14608)
- fix KnowledgeGraphIndex arg 'kg_triple_extract_template' typo error (#14619)
- Fix: Update `UnstructuredElementNodeParser` due to change in unstructured (#14606)
- Update ReAct Step to solve issue with incomplete generation (#14587)

### `llama-index-callbacks-promptlayer` [0.1.3]

- Conditions logging to promptlayer on successful request (#14632)

### `llama-index-embeddings-databricks` [0.1.0]

- Add integration embeddings databricks (#14590)

### `llama-index-llms-ai21` [0.3.1]

- Fix MessageRole import from the wrong package in AI21 Package (#14596)

### `llama-index-llms-bedrock` [0.1.12]

- handle empty response in Bedrock AnthropicProvider (#14479)
- add claude 3.5 sonnet support to Bedrock InvokeAPI (#14594)

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

- Fix Bedrock Converse's tool use blocks, when there are multiple consecutive function calls (#14386)

### `llama-index-llms-optimum-intel` [0.1.0]

- add optimum intel with ipex backend to llama-index-integration (#14553)

### `llama-index-llms-qianfan` [0.1.0]

- add baidu-qianfan llm (#14414)

### `llama-index-llms-text-generation-inference` [0.1.4]

- fix: crash LLMMetadata in model name lookup (#14569)
- Remove hf embeddings dep from text-embeddings-inference (#14592)

### `llama-index-llms-yi` [0.1.1]

- update yi llm context_window (#14578)

### `llama-index-readers-file` [0.1.28]

- add fs arg to PandasExcelReader.load_data (#14554)
- UnstructuredReader enhancements (#14390)

### `llama-index-readers-web` [0.1.22]

- nit: firecrawl fixes for creating documents (#14579)

### `llama-index-retrievers-bm25` [0.2.0]

- Update BM25Retriever to use newer (and faster) bm25s library #(14581)

### `llama-index-vector-stores-qdrant` [0.2.11]

- refactor: Don't swallow exceptions from Qdrant collection_exists (#14564)
- add support for qdrant bm42, setting sparse + dense configs (#14577)

## [2024-07-03]

### `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)

## [2024-06-28]

### `llama-index-core` [0.10.51]

- fixed issue with function calling llms and empty tool calls (#14453)
- Fix ChatMessage not considered as stringable in query pipeline (#14378)
- Update schema llm path extractor to also take a list of valid triples (#14357)
- Pass the kwargs on when `build_index_from_nodes` (#14341)

### `llama-index-agent-dashscope` [0.1.0]

- Add Alibaba Cloud dashscope agent (#14318)

### `llama-index-graph-stores-neo4j` [0.2.6]

- Add MetadataFilters to neo4j_property_graph (#14362)

### `llama-index-llms-nvidia` [0.1.4]

- add known context lengths for hosted models (#14436)

### `llama-index-llms-perplexity` [0.1.4]

- update available models (#14409)

### `llama-index-llms-predibase` [0.1.6]

- Better error handling for invalid API token (#14440)

### `llama-index-llms-yi` [0.1.0]

- Integrate Yi model (#14353)

### `llama-index-readers-google` [0.2.9]

- Creates Data Loader for Google Chat (#14397)

### `llama-index-readers-s3` [0.1.10]

- Invalidate s3fs cache in S3Reader (#14441)

### `llama-index-readers-structured-data` [0.1.0]

- Add StructuredDataReader support for xlsx, csv, json and jsonl (#14369)

### `llama-index-tools-jina` [0.1.0]

- Integrating a new tool called jina search (#14317)

### `llama-index-vector-stores-astradb` [0.1.8]

- Update Astra DB vector store to use modern astrapy library (#14407)

### `llama-index-vector-stores-chromadb` [0.1.10]

- Fix the index accessing of ids of chroma get (#14434)

### `llama-index-vector-stores-deeplake` [0.1.4]

- Implemented delete_nodes() and clear() in deeplake vector store (#14457)
- Implemented get_nodes() in deeplake vector store (#14388)

### `llama-index-vector-stores-elasticsearch` [0.2.1]

- Add support for dynamic metadata fields in Elasticsearch index creation (#14431)

### `llama-index-vector-stores-kdbai` [0.1.7]

- Kdbai version compatible (#14402)

## [2024-06-24]

### `llama-index-core` [0.10.50]

- added dead simple `FnAgentWorker` for custom agents (#14329)
- Pass the kwargs on when build_index_from_nodes (#14341)
- make async utils a bit more robust to nested async (#14356)

### `llama-index-llms-upstage` [0.1.3]

- every llm is a chat model (#14334)

### `llama-index-packs-rag-evaluator` [0.1.5]

- added possibility to run local embedding model in RAG evaluation packages (#14352)

## [2024-06-23]

### `llama-index-core` [0.10.49]

- Improvements to `llama-cloud` and client dependencies (#14254)

### `llama-index-indices-managed-llama-cloud` [0.2.1]

- Improve the interface and client interactions in `LlamaCloudIndex` (#14254)

### `llama-index-llms-bedrock-converse` [0.1.3]

- add claude sonnet 3.5 to bedrock converse (#14306)

### `llama-index-llms-upstage` [0.1.2]

- set default context size (#14293)
- add api_key alias on upstage llm and embeddings (#14233)

### `llama-index-storage-kvstore-azure` [0.1.2]

- Optimized inserts (#14321)

### `llama-index-utils-azure` [0.1.1]

- azure_table_storage params bug (#14182)

### `llama-index-vector-stores-neo4jvector` [0.1.6]

- Add neo4j client method (#14314)

## [2024-06-21]

### `llama-index-core` [0.10.48]

- Improve efficiency of average precision (#14260)
- add crewai + llamaindex cookbook (#14266)
- Add mimetype field to TextNode (#14279)
- Improve IBM watsonx.ai docs (#14271)
- Updated frontpage of docs, added agents guide, and more (#14089)

### `llama-index-llms-anthropic` [0.1.14]

- Add support for claude 3.5 (#14277)

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

- Implement Bedrock Converse API for function calling (#14055)

## [2024-06-19]

### `llama-index-core` [0.10.47]

- added average precision as a retrieval metric (#14189)
- added `.show_jupyter_graph()` method visualizing default simple graph_store in jupyter notebooks (#14104)
- corrected the behaviour of nltk file lookup (#14040)
- Added helper args to generate_qa_pairs (#14054)
- Add new chunking semantic chunking method: double-pass merging (#13629)
- enable stepwise execution of query pipelines (#14117)
- Replace tenacity upper limit by only rejecting 8.4.0 (#14218)
- propagate error_on_no_tool_call kwarg in `llm.predict_and_call()` (#14253)
- in query pipeline, avoid casting nodes as strings and use `get_content()` instead (#14242)
- Fix NLSQLTableQueryEngine response metadata (#14169)
- do not overwrite relations in default simple property graph (#14244)

### `llama-index-embeddings-ipex-llm` [0.1.5]

- Enable selecting Intel GPU for ipex embedding integrations (#14214)

### `llama-index-embeddings-mixedbreadai` [0.1.0]

- add mixedbread ai integration (#14161)

### `llama-index-graph-stores-neo4j` [0.2.5]

- Add default node property to neo4j upsert relations (#14095)

### `llama-index-indices-managed-postgresml` [0.3.0]

- Added re-ranking into the PostgresML Managed Index (#14134)

### `llama-index-llms-ai21` [0.3.0]

- use async AI21 client for async methods (#14193)

### `llama-index-llms-bedrock-converse` [0.1.2]

- Added (fake) async calls to avoid errors (#14241)

### `llama-index-llms-deepinfra` [0.1.3]

- Add function calling to deep infra llm (#14127)

### `llama-index-llms-ipex-llm` [0.1.8]

- Enable selecting Intel GPU for ipex embedding integrations (#14214)

### `llama-index-llms-oci-genai` [0.1.1]

- add command r support oci genai (#14080)

### `llama-index-llms-premai` [0.1.7]

- Prem AI Templates Llama Index support (#14105)

### `llama-index-llms-you` [0.1.0]

- Integrate You.com conversational APIs (#14207)

### `llama-index-readers-mongodb` [0.1.8]

- Add metadata field "collection_name" to SimpleMongoReader (#14245)

### `llama-index-readers-pdf-marker` [0.1.0]

- add marker-pdf reader (#14099)

### `llama-index-readers-upstage` [0.1.0]

- Added upstage as a reader (#13415)

### `llama-index-postprocessor-mixedbreadai-rerank` [0.1.0]

- add mixedbread ai integration (#14161)

### `llama-index-vector-stores-lancedb` [0.1.6]

- LanceDB: code cleanup, minor updates (#14077)

### `llama-index-vector-stores-opensearch` [0.1.12]

- add option to customize default OpenSearch Client and Engine (#14249)

## [2024-06-17]

### `llama-index-core`[0.10.46]

- Fix Pin tenacity and numpy in core (#14203)
- Add precision and recall metrics (#14170)
- Enable Function calling and agent runner for Vertex AI (#14088)
- Fix for batch_gather (#14162)

### `llama-index-utils-huggingface` [0.1.1]

- Remove sentence-transformers dependency from HuggingFace utils package (#14204)

### `llama-index-finetuning` [0.1.8]

- Add MistralAI Finetuning API support (#14101)

### `llama-index-llms-mistralai` [0.1.16]

- Update MistralAI (#14199)

### `llama-index-llms-bedrock-converse` [0.1.0]

- fix: 🐛 Fix Bedrock Converse' pyproject.toml for the PyPI release (#14197)

### `llama-index-utils-azure` [0.1.1]

- Use typical include llama_index/ (#14196)
- Feature/azure_table_storage (#14182)

### `llama-index-embeddings-nvidia` [0.1.4]

- add support for nvidia/nv-embed-v1 (https://huggingface.co/nvidia/NV-Embed-v1) (#14194)

### `llama-index-retrievers-you` [0.1.3]

- add news retriever (#13934)

### `llama-index-storage-kvstore-azure` [0.1.1]

- Fixes a bug where there is a missing await. (#14177)

### `llama-index-embeddings-nomic` [0.4.0post1]

- Restore Nomic Embed einops dependency (#14176)

### `llama-index-retrievers-bm25` [0.1.4]

- Changing BM25Retriever \_retrieve to use numpy methods (#14015)

### `llama-index-llms-gemini` [0.1.11]

- Add missing @llm_chat_callback() to Gemini.stream_chat (#14166)

### `llama-index-llms-vertex` [0.2.0]

- Enable Function calling and agent runner for Vertex AI (#14088)

### `llama-index-vector-stores-opensearch` [0.1.11]

- feat: support VectorStoreQueryMode.TEXT_SEARCH on OpenSearch VectorStore (#14153)

## [2024-06-14]

### `llama-index-core` [0.10.45]

- Fix parsing sql query.py (#14109)
- Implement NDCG metric (#14100)
- Fixed System Prompts for Structured Generation (#14026)
- Split HuggingFace embeddings in HuggingFace API and TextGenerationInference packages (#14013)
- Add PandasExcelReader class for parsing excel files (#13991)
- feat: add spans to ingestion pipeline (#14062)

### `llama-index-vector-stores-qdrant` [0.2.10]

- Fix Qdrant nodes (#14149)

### `llama-index-readers-mongodb` [0.1.7]

- Fixes TypeError: sequence item : expected str instance, int found

### `llama-index-indices-managed-vertexai` [0.0.1]

- feat: Add Managed Index for LlamaIndex on Vertex AI for RAG (#13626)

### `llama-index-llms-oci-genai` [0.1.1]

- Feature/add command r support oci genai (#14080)

### `llama-index-vector-stores-milvus` [0.1.20]

- MilvusVectorStore: always include text_key in output_fields (#14076)

### `llama-index-packs-mixture-of-agents` [0.1.0]

- Add Mixture Of Agents paper implementation (#14112)

### `llama-index-llms-text-generation-inference` [0.1.0]

- Split HuggingFace embeddings in HuggingFace API and TextGenerationInference packages (#14013)

### `llama-index-llms-huggingface-api` [0.1.0]

- Split HuggingFace embeddings in HuggingFace API and TextGenerationInference packages (#14013)

### `llama-index-embeddings-huggingface-api` [0.1.0]

- Split HuggingFace embeddings in HuggingFace API and TextGenerationInference packages (#14013)

### `llama-index-utils-huggingface` [0.1.0]

- Split HuggingFace embeddings in HuggingFace API and TextGenerationInference packages (#14013)

### `llama-index-llms-watsonx` [0.1.8]

- Feat: IBM watsonx.ai llm and embeddings integration (#13600)

### `llama-index-llms-ibm` [0.1.0]

- Feat: IBM watsonx.ai llm and embeddings integration (#13600)

### `llama-index-embeddings-ibm` [0.1.0]

- Feat: IBM watsonx.ai llm and embeddings integration (#13600)

### `llama-index-vector-stores-milvus` [0.1.19]

- Fix to milvus filter enum parsing (#14111)

### `llama-index-llms-anthropic` [0.1.13]

- fix anthropic llm calls (#14108)

### `llama-index-storage-index-store-postgres` [0.1.4]

- Wrong mongo name was used instead of Postgres (#14107)

### `llama-index-embeddings-bedrock` [0.2.1]

- Remove unnecessary excluded from fields in Bedrock embedding (#14085)

### `llama-index-finetuning` [0.1.7]

- Feature/added trust remote code (#14102)

### `llama-index-readers-file` [0.1.25]

- nit: fix for pandas excel reader (#14086)

### `llama-index-llms-anthropic` [0.1.12]

- Update anthropic dependency to 0.26.2 minimum version (#14091)

### `llama-index-llms-llama-cpp` [0.1.4]

- Add support for Llama 3 Instruct prompt format (#14072)

### `llama-index-llms-bedrock-converse` [0.1.8]

- Implement Bedrock Converse API for function calling (#14055)

### `llama-index-vector-stores-postgres` [0.1.11]

- fix/postgres-metadata-in-filter-single-elem (#14035)

### `llama-index-readers-file` [0.1.24]

- Add PandasExcelReader class for parsing excel files (#13991)

### `llama-index-embeddings-ipex-llm` [0.1.4]

- Update dependency of llama-index-embeddings-ipex-llm

### `llama-index-embeddings-gemini` [0.1.8]

- Add api key as field in Gemini Embedding (#14061)

### `llama-index-vector-stores-milvus` [0.1.18]

- Expand milvus vector store filter options (#13961)

## [2024-06-10]

### `llama-index-core` [0.10.44]

- Add WEBP and GIF to supported image types for SimpleDirectoryReader (#14038)
- refactor: add spans to abstractmethods via mixin (#14003)
- Adding streaming support for SQLAutoVectorQueryEngine (#13947)
- add option to specify embed_model to NLSQLTableQueryEngine (#14006)
- add spans for multimodal LLMs (#13966)
- change to compact in auto prev next (#13940)
- feat: add exception events for streaming errors (#13917)
- feat: add spans for tools (#13916)

### `llama-index-embeddings-azure-openai` [0.1.10]

- Fix error when using azure_ad without setting the API key (#13970)

### `llama-index-embeddings-jinaai` [0.2.0]

- add Jina Embeddings MultiModal (#13861)

### `llama-index-embeddings-nomic` [0.3.0]

- Add Nomic multi modal embeddings (#13920)

### `llama-index-graph-stores-neo4j` [0.2.3]

- ensure cypher returns list before iterating (#13938)

### `llama-index-llms-ai21` [0.2.0]

- Add AI21 Labs Jamba-Instruct Support (#14030)

### `llama-index-llms-deepinfra` [0.1.2]

- fix(deepinfrallm): default max_tokens (#13998)

### `llama-index-llms-vllm` [0.1.8]

- correct `__del__()` Vllm (#14053)

### `llama-index-packs-zenguard` [0.1.0]

- Add ZenGuard llamapack (#13959)

### `llama-index-readers-google` [0.2.7]

- fix how class attributes are set in google drive reader (#14022)
- Add Google Maps Text Search Reader (#13884)

### `llama-index-readers-jira` [0.1.4]

- Jira personal access token with hosted instances (#13890)

### `llama-index-readers-mongodb` [0.1.6]

- set document ids when loading (#14000)

### `llama-index-retrievers-duckdb-retriever` [0.1.0]

- Add DuckDBRetriever (#13929)

### `llama-index-vector-stores-chroma` [0.1.9]

- Add inclusion filter to chromadb (#14010)

### `llama-index-vector-stores-lancedb` [0.1.5]

- Fix LanceDBVectorStore `add()` logic (#13993)

### `llama-index-vector-stores-milvus` [0.1.17]

- Support all filter operators for Milvus vector store (#13745)

### `llama-index-vector-stores-postgres` [0.1.10]

- Broaden SQLAlchemy support in llama-index-vector-stores-postgres to 1.4+ (#13936)

### `llama-index-vector-stores-qdrant` [0.2.9]

- Qdrant: Create payload index for `doc_id` (#14001)

## [2024-06-02]

### `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)

## [2024-05-31]

### `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)

## [2024-05-30]

### `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)

## [2024-05-28]

### `llama-index-core` [0.10.40]

- Added `PropertyGraphIndex` and other supporting abstractions. See the [full guide](https://docs.llamaindex.ai/en/latest/module_guides/indexing/lpg_index_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)

## [2024-05-24]

### `llama-index-core` [0.10.39]

- Add VectorMemory and SimpleComposableMemory (#13352)
- Improve MarkdownReader to ignore headers in code blocks (#13694)
- proper async element node parsers (#13698)
- return only the message content in function calling worker (#13677)
- nit: fix multimodal query engine to use metadata (#13712)
- Add notebook with workaround for lengthy tool descriptions and QueryPlanTool (#13701)

### `llama-index-embeddings-ipex-llm` [0.1.2]

- Improve device selection (#13644)

### `llama-index-indices-managed-postgresml` [0.1.3]

- Add the PostgresML Managed Index (#13623)

### `llama-index-indices-managed-vectara` [0.1.4]

- Added chat engine, streaming, factual consistency score, and more (#13639)

### `llama-index-llms-deepinfra` [0.0.1]

- Add Integration for DeepInfra LLM Models (#13652)

### `llama-index-llm-ipex-llm` [0.1.3]

- add GPU support for llama-index-llm-ipex-llm (#13691)

### `llama-index-llms-lmstudio` [0.1.0]

- lmstudio integration (#13557)

### `llama-index-llms-ollama` [0.1.5]

- Use aiter_lines function to iterate over lines in ollama integration (#13699)

### `llama-index-llms-vertex` [0.1.6]

- Added safety_settings parameter for gemini (#13568)

### `llama-index-postprocessor-voyageai-rerank` [0.1.3]

- VoyageAI reranking bug fix (#13622)

### `llama-index-retrievers-mongodb-atlas-bm25-retriever` [0.1.4]

- Add missing return (#13720)

### `llama-index-readers-web` [0.1.17]

- Add Scrapfly Web Loader (#13654)

### `llama-index-vector-stores-postgres` [0.1.9]

- fix bug with delete and special chars (#13651)

### `llama-index-vector-stores-supabase` [0.1.5]

- Try-catch in case the .\_client attribute is not present (#13681)

## [2024-05-21]

### `llama-index-core` [0.10.38]

- Enabling streaming in BaseSQLTableQueryEngine (#13599)
- Fix nonetype errors in relational node parsers (#13615)
- feat(instrumentation): new spans for ALL llms (#13565)
- Properly Limit the number of generated questions (#13596)
- Pass 'exclude_llm_metadata_keys' and 'exclude_embed_metadata_keys' in element Node Parsers (#13567)
- Add batch mode to QueryPipeline (#13203)
- Improve SentenceEmbeddingOptimizer to respect Settings.embed_model (#13514)
- ReAct output parser robustness changes (#13459)
- fix for pydantic tool calling with a single argument (#13522)
- Avoid unexpected error when stream chat doesn't yield (#13422)

### `llama-index-embeddings-nomic` [0.2.0]

- Implement local Nomic Embed with the inference_mode parameter (#13607)

### `llama-index-embeddings-nvidia` [0.1.3]

- Deprecate `mode()` in favor of `__init__(base_url=...)` (#13572)
- add snowflake/arctic-embed-l support (#13555)

### `llama-index-embeddings-openai` [0.1.10]

- update how retries get triggered for openai (#13608)

### `llama-index-embeddings-upstage` [0.1.0]

- Integrations: upstage LLM and Embeddings (#13193)

### `llama-index-llms-gemini` [0.1.8]

- feat: add gemini new models to multimodal LLM and regular (#13539)

### `llama-index-llms-groq` [0.1.4]

- fix: enable tool use (#13566)

### `llama-index-llms-lmstudio` [0.1.0]

- Add support for lmstudio integration (#13557)

### `llama-index-llms-nvidia` [0.1.3]

- Deprecate `mode()` in favor of `__init__(base_url=...)` (#13572)

### `llama-index-llms-openai` [0.1.20]

- update how retries get triggered for openai (#13608)

### `llama-index-llms-unify` [0.1.0]

- Add Unify LLM Support (#12921)

### `llama-index-llms-upstage` [0.1.0]

- Integrations: upstage LLM and Embeddings (#13193)

### `llama-index-llms-vertex` [0.1.6]

- Adding Support for MedLM Models (#11911)

### `llama_index.postprocessor.dashscope_rerank` [0.1.0]

- Add dashscope rerank for postprocessor (#13353)

### `llama-index-postprocessor-nvidia-rerank` [0.1.2]

- Deprecate `mode()` in favor of `__init__(base_url=...)` (#13572)

### `llama-index-readers-mongodb` [0.1.5]

- SimpleMongoReader should allow optional fields in metadata (#13575)

### `llama-index-readers-papers` [0.1.5]

- fix: (ArxivReader) set exclude_hidden to False when reading data from hidden directory (#13578)

### `llama-index-readers-sec-filings` [0.1.5]

- fix: sec_filings header when making requests to sec.gov #13548

### `llama-index-readers-web` [0.1.16]

- Added firecrawl search mode (#13560)
- Updated Browserbase web reader (#13535)

### `llama-index-tools-cassandra` [0.1.0]

- added Cassandra database tool spec for agents (#13423)

### `llama-index-vector-stores-azureaisearch` [0.1.7]

- Allow querying AzureAISearch without non-null metadata field (#13531)

### `llama-index-vector-stores-elasticsearch` [0.2.0]

- Integrate VectorStore from Elasticsearch client (#13291)

### `llama-index-vector-stores-milvus` [0.1.14]

- Fix the filter expression construction of Milvus vector store (#13591)

### `llama-index-vector-stores-supabase` [0.1.4]

- Disconnect when deleted (#13611)

### `llama-index-vector-stores-wordlift` [0.1.0]

- Added the WordLift Vector Store (#13028)

## [2024-05-14]

### `llama-index-core` [0.10.37]

- Add image_documents at call time for `MultiModalLLMCompletionProgram` (#13467)
- fix RuntimeError by switching to asyncio from threading (#13486)
- Add support for prompt kwarg (#13405)
- VectorStore -> BasePydanticVectorStore (#13439)
- fix: user_message does not exist bug (#13432)
- import missing response type (#13382)
- add `CallbackManager` to `MultiModalLLM` (#13400)

### `llama-index-llms-bedrock` [0.1.8]

- Remove "Truncate" parameter from Bedrock Cohere invoke model request (#13442)

### `llama-index-readers-web` [0.1.14]

- Trafilatura kwargs and progress bar for trafilatura web reader (#13454)

### `llama-index-vector-stores-postgres` [0.1.8]

- Fix #9522 - SQLAlchemy warning when using hybrid search (#13476)

### `llama-index-vector-stores-lantern` [0.1.4]

- Fix #9522 - SQLAlchemy warning when using hybrid search (#13476)

### `llama-index-callbacks-uptrain` [0.2.0]

- update UpTrain Callback Handler to support new Upgratin eval schema (#13479)

### `llama-index-vector-stores-zep` [0.1.3]