CHANGELOG.md

# ChangeLog

## LangChain LLM Integration (llama-index-llms-langchain) v0.7.2

### Fixed
- Implemented native async for achat, acomplete, astream_chat, astream_complete
- stream_complete now prefers native .stream() over legacy callback handler
- Fixed ChatMessage construction bug (missing role field)
- get_llm_metadata now extracts metadata from HuggingFace pipeline configs

### Added
- Generic model name/context window/max tokens extraction helpers

## LangChain Embeddings (llama-index-embeddings-langchain) v0.4.2

### Added
- Batch async _aget_text_embeddings with graceful fallback

## HuggingFace LLM (llama-index-llms-huggingface) v0.6.2

### Added
- count_tokens() method using model tokenizer
- Proper async implementations (acomplete, achat, astream_complete, astream_chat)

### Fixed
- Removed stale TODO comment about streaming token counting

## HuggingFace Embeddings (llama-index-embeddings-huggingface) v0.6.2

### Added
- Configurable retry parameters (retry_max_attempts, retry_min_wait, retry_max_wait)

### Changed
- Retry mechanism is now dynamically configured instead of hardcoded

<!--- generated changelog --->

## [2025-11-10]

### llama-index-core [0.14.8]

- Fix ReActOutputParser getting stuck when "Answer:" contains "Action:" ([#20098](https://github.com/run-llama/llama_index/pull/20098))
- Add buffer to image, audio, video and document blocks ([#20153](https://github.com/run-llama/llama_index/pull/20153))
- fix(agent): Handle multi-block ChatMessage in ReActAgent ([#20196](https://github.com/run-llama/llama_index/pull/20196))
- Fix/20209 ([#20214](https://github.com/run-llama/llama_index/pull/20214))
- Preserve Exception in ToolOutput ([#20231](https://github.com/run-llama/llama_index/pull/20231))
- fix weird pydantic warning ([#20235](https://github.com/run-llama/llama_index/pull/20235))

### llama-index-embeddings-nvidia [0.4.2]

- docs: Edit pass and update example model ([#20198](https://github.com/run-llama/llama_index/pull/20198))

### llama-index-embeddings-ollama [0.8.4]

- Added a test case (no code) to check the embedding through an actual connection to a Ollama server (after checking that the ollama server exists) ([#20230](https://github.com/run-llama/llama_index/pull/20230))

### llama-index-llms-anthropic [0.10.2]

- feat(llms/anthropic): Add support for RawMessageDeltaEvent in streaming ([#20206](https://github.com/run-llama/llama_index/pull/20206))
- chore: remove unsupported models ([#20211](https://github.com/run-llama/llama_index/pull/20211))

### llama-index-llms-bedrock-converse [0.11.1]

- feat: integrate bedrock converse with tool call block ([#20099](https://github.com/run-llama/llama_index/pull/20099))
- feat: Update model name extraction to include 'jp' region prefix and … ([#20233](https://github.com/run-llama/llama_index/pull/20233))

### llama-index-llms-google-genai [0.7.3]

- feat: google genai integration with tool block ([#20096](https://github.com/run-llama/llama_index/pull/20096))
- fix: non-streaming gemini tool calling ([#20207](https://github.com/run-llama/llama_index/pull/20207))
- Add token usage information in GoogleGenAI chat additional_kwargs ([#20219](https://github.com/run-llama/llama_index/pull/20219))
- bug fix google genai stream_complete ([#20220](https://github.com/run-llama/llama_index/pull/20220))

### llama-index-llms-nvidia [0.4.4]

- docs: Edit pass and code example updates ([#20200](https://github.com/run-llama/llama_index/pull/20200))

### llama-index-llms-openai [0.6.8]

- FixV2: Correct DocumentBlock type for OpenAI from 'input_file' to 'file' ([#20203](https://github.com/run-llama/llama_index/pull/20203))
- OpenAI v2 sdk support ([#20234](https://github.com/run-llama/llama_index/pull/20234))

### llama-index-llms-upstage [0.6.5]

- OpenAI v2 sdk support ([#20234](https://github.com/run-llama/llama_index/pull/20234))

### llama-index-packs-streamlit-chatbot [0.5.2]

- OpenAI v2 sdk support ([#20234](https://github.com/run-llama/llama_index/pull/20234))

### llama-index-packs-voyage-query-engine [0.5.2]

- OpenAI v2 sdk support ([#20234](https://github.com/run-llama/llama_index/pull/20234))

### llama-index-postprocessor-nvidia-rerank [0.5.1]

- docs: Edit pass ([#20199](https://github.com/run-llama/llama_index/pull/20199))

### llama-index-readers-web [0.5.6]

- feat: Add ScrapyWebReader Integration ([#20212](https://github.com/run-llama/llama_index/pull/20212))
- Update Scrapy dependency to 2.13.3 ([#20228](https://github.com/run-llama/llama_index/pull/20228))

### llama-index-readers-whisper [0.3.0]

- OpenAI v2 sdk support ([#20234](https://github.com/run-llama/llama_index/pull/20234))

### llama-index-storage-kvstore-postgres [0.4.3]

- fix: Ensure schema creation only occurs if it doesn't already exist ([#20225](https://github.com/run-llama/llama_index/pull/20225))

### llama-index-tools-brightdata [0.2.1]

- docs: add api key claim instructions ([#20204](https://github.com/run-llama/llama_index/pull/20204))

### llama-index-tools-mcp [0.4.3]

- Added test case for issue 19211. No code change ([#20201](https://github.com/run-llama/llama_index/pull/20201))

### llama-index-utils-oracleai [0.3.1]

- Update llama-index-core dependency to 0.12.45 ([#20227](https://github.com/run-llama/llama_index/pull/20227))

### llama-index-vector-stores-lancedb [0.4.2]

- fix: FTS index recreation bug on every LanceDB query ([#20213](https://github.com/run-llama/llama_index/pull/20213))

## [2025-10-30]

### llama-index-core [0.14.7]

- Feat/serpex tool integration ([#20141](https://github.com/run-llama/llama_index/pull/20141))
- Fix outdated error message about setting LLM ([#20157](https://github.com/run-llama/llama_index/pull/20157))
- Fixing some recently failing tests ([#20165](https://github.com/run-llama/llama_index/pull/20165))
- Fix: update lock to latest workflow and fix issues ([#20173](https://github.com/run-llama/llama_index/pull/20173))
- fix: ensure full docstring is used in FunctionTool ([#20175](https://github.com/run-llama/llama_index/pull/20175))
- fix api docs build ([#20180](https://github.com/run-llama/llama_index/pull/20180))

### llama-index-embeddings-voyageai [0.5.0]

- Updating the VoyageAI integration ([#20073](https://github.com/run-llama/llama_index/pull/20073))

### llama-index-llms-anthropic [0.10.0]

- feat: integrate anthropic with tool call block ([#20100](https://github.com/run-llama/llama_index/pull/20100))

### llama-index-llms-bedrock-converse [0.10.7]

- feat: Add support for Bedrock Guardrails streamProcessingMode ([#20150](https://github.com/run-llama/llama_index/pull/20150))
- bedrock structured output optional force ([#20158](https://github.com/run-llama/llama_index/pull/20158))

### llama-index-llms-fireworks [0.4.5]

- Update FireworksAI models ([#20169](https://github.com/run-llama/llama_index/pull/20169))

### llama-index-llms-mistralai [0.9.0]

- feat: mistralai integration with tool call block ([#20103](https://github.com/run-llama/llama_index/pull/20103))

### llama-index-llms-ollama [0.9.0]

- feat: integrate ollama with tool call block ([#20097](https://github.com/run-llama/llama_index/pull/20097))

### llama-index-llms-openai [0.6.6]

- Allow setting temp of gpt-5-chat ([#20156](https://github.com/run-llama/llama_index/pull/20156))

### llama-index-readers-confluence [0.5.0]

- feat(confluence): make SVG processing optional to fix pycairo install… ([#20115](https://github.com/run-llama/llama_index/pull/20115))

### llama-index-readers-github [0.9.0]

- Add GitHub App authentication support ([#20106](https://github.com/run-llama/llama_index/pull/20106))

### llama-index-retrievers-bedrock [0.5.1]

- Fixing some recently failing tests ([#20165](https://github.com/run-llama/llama_index/pull/20165))

### llama-index-tools-serpex [0.1.0]

- Feat/serpex tool integration ([#20141](https://github.com/run-llama/llama_index/pull/20141))
- add missing toml info ([#20186](https://github.com/run-llama/llama_index/pull/20186))

### llama-index-vector-stores-couchbase [0.6.0]

- Add Hyperscale and Composite Vector Indexes support for Couchbase vector-store ([#20170](https://github.com/run-llama/llama_index/pull/20170))

## [2025-10-26]

### llama-index-core [0.14.6]

- Add allow_parallel_tool_calls for non-streaming ([#20117](https://github.com/run-llama/llama_index/pull/20117))
- Fix invalid use of field-specific metadata ([#20122](https://github.com/run-llama/llama_index/pull/20122))
- update doc for SemanticSplitterNodeParser ([#20125](https://github.com/run-llama/llama_index/pull/20125))
- fix rare cases when sentence splits are larger than chunk size ([#20147](https://github.com/run-llama/llama_index/pull/20147))

### llama-index-embeddings-bedrock [0.7.0]

- Fix BedrockEmbedding to support Cohere v4 response format ([#20094](https://github.com/run-llama/llama_index/pull/20094))

### llama-index-embeddings-isaacus [0.1.0]

- feat: Isaacus embeddings integration ([#20124](https://github.com/run-llama/llama_index/pull/20124))

### llama-index-embeddings-oci-genai [0.4.2]

- Update OCI GenAI cohere models ([#20146](https://github.com/run-llama/llama_index/pull/20146))

### llama-index-llms-anthropic [0.9.7]

- Fix double token stream in anthropic llm ([#20108](https://github.com/run-llama/llama_index/pull/20108))
- Ensure anthropic content delta only has user facing response ([#20113](https://github.com/run-llama/llama_index/pull/20113))

### llama-index-llms-baseten [0.1.7]

- add GLM ([#20121](https://github.com/run-llama/llama_index/pull/20121))

### llama-index-llms-helicone [0.1.0]

- integrate helicone to llama-index ([#20131](https://github.com/run-llama/llama_index/pull/20131))

### llama-index-llms-oci-genai [0.6.4]

- Update OCI GenAI cohere models ([#20146](https://github.com/run-llama/llama_index/pull/20146))

### llama-index-llms-openai [0.6.5]

- chore: openai vbump ([#20095](https://github.com/run-llama/llama_index/pull/20095))

### llama-index-readers-imdb-review [0.4.2]

- chore: Update selenium dependency in imdb-review reader ([#20105](https://github.com/run-llama/llama_index/pull/20105))

### llama-index-retrievers-bedrock [0.5.0]

- feat(bedrock): add async support for AmazonKnowledgeBasesRetriever ([#20114](https://github.com/run-llama/llama_index/pull/20114))

### llama-index-retrievers-superlinked [0.1.3]

- Update README.md ([#19829](https://github.com/run-llama/llama_index/pull/19829))

### llama-index-storage-kvstore-postgres [0.4.2]

- fix: Replace raw SQL string interpolation with proper SQLAlchemy parameterized APIs in PostgresKVStore ([#20104](https://github.com/run-llama/llama_index/pull/20104))

### llama-index-tools-mcp [0.4.3]

- Fix BasicMCPClient resource signatures ([#20118](https://github.com/run-llama/llama_index/pull/20118))

### llama-index-vector-stores-postgres [0.7.1]

- Add GIN index support for text array metadata in PostgreSQL vector store ([#20130](https://github.com/run-llama/llama_index/pull/20130))

## [2025-10-15]

### llama-index-core [0.14.5]

- Remove debug print ([#20000](https://github.com/run-llama/llama_index/pull/20000))
- safely initialize RefDocInfo in Docstore ([#20031](https://github.com/run-llama/llama_index/pull/20031))
- Add progress bar for multiprocess loading ([#20048](https://github.com/run-llama/llama_index/pull/20048))
- Fix duplicate node positions when identical text appears multiple times in document ([#20050](https://github.com/run-llama/llama_index/pull/20050))
- chore: tool call block - part 1 ([#20074](https://github.com/run-llama/llama_index/pull/20074))

### llama-index-instrumentation [0.4.2]

- update instrumentation package metadata ([#20079](https://github.com/run-llama/llama_index/pull/20079))

### llama-index-llms-anthropic [0.9.5]

- ✨ feat(anthropic): add prompt caching model validation utilities ([#20069](https://github.com/run-llama/llama_index/pull/20069))
- fix streaming thinking/tool calling with anthropic ([#20077](https://github.com/run-llama/llama_index/pull/20077))
- Add haiku 4.5 support ([#20092](https://github.com/run-llama/llama_index/pull/20092))

### llama-index-llms-baseten [0.1.6]

- Baseten provider Kimi K2 0711, Llama 4 Maverick and Llama 4 Scout Model APIs deprecation ([#20042](https://github.com/run-llama/llama_index/pull/20042))

### llama-index-llms-bedrock-converse [0.10.5]

- feat: List Claude Sonnet 4.5 as a reasoning model ([#20022](https://github.com/run-llama/llama_index/pull/20022))
- feat: Support global cross-region inference profile prefix ([#20064](https://github.com/run-llama/llama_index/pull/20064))
- Update utils.py for opus 4.1 ([#20076](https://github.com/run-llama/llama_index/pull/20076))
- 4.1 opus bedrockconverse missing in funcitoncalling models ([#20084](https://github.com/run-llama/llama_index/pull/20084))
- Add haiku 4.5 support ([#20092](https://github.com/run-llama/llama_index/pull/20092))

### llama-index-llms-fireworks [0.4.4]

- Add Support for Custom Models in Fireworks LLM ([#20023](https://github.com/run-llama/llama_index/pull/20023))
- fix(llms/fireworks): Cannot use Fireworks Deepseek V3.1-20006 issue ([#20028](https://github.com/run-llama/llama_index/pull/20028))

### llama-index-llms-oci-genai [0.6.3]

- Add support for xAI models in OCI GenAI ([#20089](https://github.com/run-llama/llama_index/pull/20089))

### llama-index-llms-openai [0.6.4]

- Gpt 5 pro addition ([#20029](https://github.com/run-llama/llama_index/pull/20029))
- fix collecting final response with openai responses streaming ([#20037](https://github.com/run-llama/llama_index/pull/20037))
- Add support for GPT-5 models in utils.py (JSON_SCHEMA_MODELS) ([#20045](https://github.com/run-llama/llama_index/pull/20045))
- chore: tool call block - part 1 ([#20074](https://github.com/run-llama/llama_index/pull/20074))

### llama-index-llms-sglang [0.1.0]

- Added Sglang llm integration ([#20020](https://github.com/run-llama/llama_index/pull/20020))

### llama-index-readers-gitlab [0.5.1]

- feat(gitlab): add pagination params for repository tree and issues ([#20052](https://github.com/run-llama/llama_index/pull/20052))

### llama-index-readers-json [0.4.2]

- vbump the JSON reader ([#20039](https://github.com/run-llama/llama_index/pull/20039))

### llama-index-readers-web [0.5.5]

- fix: ScrapflyReader Pydantic validation error ([#19999](https://github.com/run-llama/llama_index/pull/19999))

### llama-index-storage-chat-store-dynamodb [0.4.2]

- bump dynamodb chat store deps ([#20078](https://github.com/run-llama/llama_index/pull/20078))

### llama-index-tools-mcp [0.4.2]

- 🐛 fix(tools/mcp): Fix dict type handling and reference resolution in … ([#20082](https://github.com/run-llama/llama_index/pull/20082))

### llama-index-tools-signnow [0.1.0]

- feat(signnow): SignNow mcp tools integration ([#20057](https://github.com/run-llama/llama_index/pull/20057))

### llama-index-tools-tavily-research [0.4.2]

- feat: Add Tavily extract function for URL content extraction ([#20038](https://github.com/run-llama/llama_index/pull/20038))

### llama-index-vector-stores-azurepostgresql [0.2.0]

- Add hybrid search to Azure PostgreSQL integration ([#20027](https://github.com/run-llama/llama_index/pull/20027))

### llama-index-vector-stores-milvus [0.9.3]

- fix: Milvus get_field_kwargs() ([#20086](https://github.com/run-llama/llama_index/pull/20086))

### llama-index-vector-stores-opensearch [0.6.2]

- fix(opensearch): Correct version check for efficient filtering ([#20067](https://github.com/run-llama/llama_index/pull/20067))

### llama-index-vector-stores-qdrant [0.8.6]

- fix(qdrant): Allow async-only initialization with hybrid search ([#20005](https://github.com/run-llama/llama_index/pull/20005))

## [2025-10-03]

### llama-index-core [0.14.4]

- fix pre-release installs ([#20010](https://github.com/run-llama/llama_index/pull/20010))

### llama-index-embeddings-anyscale [0.4.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-embeddings-baseten [0.1.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-embeddings-fireworks [0.4.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-embeddings-opea [0.2.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-embeddings-text-embeddings-inference [0.4.2]

- Fix authorization header setup logic in text embeddings inference ([#19979](https://github.com/run-llama/llama_index/pull/19979))

### llama-index-llms-anthropic [0.9.3]

- feat: add anthropic sonnet 4.5 ([#19977](https://github.com/run-llama/llama_index/pull/19977))

### llama-index-llms-anyscale [0.4.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-llms-azure-openai [0.4.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-llms-baseten [0.1.5]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-llms-bedrock-converse [0.9.5]

- feat: Additional support for Claude Sonnet 4.5 ([#19980](https://github.com/run-llama/llama_index/pull/19980))

### llama-index-llms-deepinfra [0.5.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-llms-everlyai [0.4.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-llms-fireworks [0.4.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-llms-google-genai [0.6.2]

- Fix for ValueError: ChatMessage contains multiple blocks, use 'ChatMe… ([#19954](https://github.com/run-llama/llama_index/pull/19954))

### llama-index-llms-keywordsai [1.1.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-llms-localai [0.5.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-llms-mistralai [0.8.2]

- Update list of MistralAI LLMs ([#19981](https://github.com/run-llama/llama_index/pull/19981))

### llama-index-llms-monsterapi [0.4.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-llms-nvidia [0.4.4]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-llms-ollama [0.7.4]

- Fix `TypeError: unhashable type: 'dict'` in Ollama stream chat with tools ([#19938](https://github.com/run-llama/llama_index/pull/19938))

### llama-index-llms-openai [0.6.1]

- feat(OpenAILike): support structured outputs ([#19967](https://github.com/run-llama/llama_index/pull/19967))

### llama-index-llms-openai-like [0.5.3]

- feat(OpenAILike): support structured outputs ([#19967](https://github.com/run-llama/llama_index/pull/19967))

### llama-index-llms-openrouter [0.4.2]

- chore(openrouter,anthropic): add py.typed ([#19966](https://github.com/run-llama/llama_index/pull/19966))

### llama-index-llms-perplexity [0.4.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-llms-portkey [0.4.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-llms-sarvam [0.2.1]

- fixed Sarvam Integration and Typos (Fixes #19931) ([#19932](https://github.com/run-llama/llama_index/pull/19932))

### llama-index-llms-upstage [0.6.4]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-llms-yi [0.4.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-memory-bedrock-agentcore [0.1.0]

- feat: Bedrock AgentCore Memory integration ([#19953](https://github.com/run-llama/llama_index/pull/19953))

### llama-index-multi-modal-llms-openai [0.6.2]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-readers-confluence [0.4.4]

- Fix: Respect cloud parameter when fetching child pages in ConfluenceR… ([#19983](https://github.com/run-llama/llama_index/pull/19983))

### llama-index-readers-service-now [0.2.2]

- Bug Fix :- Not Able to Fetch Page whose latest is empty or null ([#19916](https://github.com/run-llama/llama_index/pull/19916))

### llama-index-selectors-notdiamond [0.4.0]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-tools-agentql [1.2.0]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-tools-playwright [0.3.1]

- chore: fix playwright tests ([#19946](https://github.com/run-llama/llama_index/pull/19946))

### llama-index-tools-scrapegraph [0.2.2]

- feat: update scrapegraphai ([#19974](https://github.com/run-llama/llama_index/pull/19974))

### llama-index-vector-stores-chroma [0.5.3]

- docs: fix query method docstring in ChromaVectorStore Fixes #19969 ([#19973](https://github.com/run-llama/llama_index/pull/19973))

### llama-index-vector-stores-mongodb [0.8.1]

- fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944))

### llama-index-vector-stores-postgres [0.7.0]

- fix index creation in postgres vector store ([#19955](https://github.com/run-llama/llama_index/pull/19955))

### llama-index-vector-stores-solr [0.1.0]

- Add ApacheSolrVectorStore Integration ([#19933](https://github.com/run-llama/llama_index/pull/19933))

## [2025-09-24]

### llama-index-core [0.14.3]

- Fix Gemini thought signature serialization ([#19891](https://github.com/run-llama/llama_index/pull/19891))
- Adding a ThinkingBlock among content blocks ([#19919](https://github.com/run-llama/llama_index/pull/19919))

### llama-index-llms-anthropic [0.9.0]

- Adding a ThinkingBlock among content blocks ([#19919](https://github.com/run-llama/llama_index/pull/19919))

### llama-index-llms-baseten [0.1.4]

- added kimik2 0905 and reordered list for validation ([#19892](https://github.com/run-llama/llama_index/pull/19892))
- Baseten Dynamic Model APIs Validation ([#19893](https://github.com/run-llama/llama_index/pull/19893))

### llama-index-llms-google-genai [0.6.0]

- Add missing FileAPI support for documents ([#19897](https://github.com/run-llama/llama_index/pull/19897))
- Adding a ThinkingBlock among content blocks ([#19919](https://github.com/run-llama/llama_index/pull/19919))

### llama-index-llms-mistralai [0.8.0]

- Adding a ThinkingBlock among content blocks ([#19919](https://github.com/run-llama/llama_index/pull/19919))

### llama-index-llms-openai [0.6.0]

- Adding a ThinkingBlock among content blocks ([#19919](https://github.com/run-llama/llama_index/pull/19919))

### llama-index-protocols-ag-ui [0.2.2]

- improve how state snapshotting works in AG-UI ([#19934](https://github.com/run-llama/llama_index/pull/19934))

### llama-index-readers-mongodb [0.5.0]

- Use PyMongo Asynchronous API instead of Motor ([#19875](https://github.com/run-llama/llama_index/pull/19875))

### llama-index-readers-paddle-ocr [0.1.0]

- [New Package] Add PaddleOCR Reader for extracting text from images in PDFs ([#19827](https://github.com/run-llama/llama_index/pull/19827))

### llama-index-readers-web [0.5.4]

- feat(readers/web-firecrawl): migrate to Firecrawl v2 SDK ([#19773](https://github.com/run-llama/llama_index/pull/19773))

### llama-index-storage-chat-store-mongo [0.3.0]

- Use PyMongo Asynchronous API instead of Motor ([#19875](https://github.com/run-llama/llama_index/pull/19875))

### llama-index-storage-kvstore-mongodb [0.5.0]

- Use PyMongo Asynchronous API instead of Motor ([#19875](https://github.com/run-llama/llama_index/pull/19875))

### llama-index-tools-valyu [0.5.0]

- Add Valyu Extractor and Fast mode ([#19915](https://github.com/run-llama/llama_index/pull/19915))

### llama-index-vector-stores-azureaisearch [0.4.2]

- Fix/llama index vector stores azureaisearch fix ([#19800](https://github.com/run-llama/llama_index/pull/19800))

### llama-index-vector-stores-azurepostgresql [0.1.0]

- Add support for Azure PostgreSQL ([#19709](https://github.com/run-llama/llama_index/pull/19709))

### llama-index-vector-stores-qdrant [0.8.5]

- Add proper compat for old sparse vectors ([#19882](https://github.com/run-llama/llama_index/pull/19882))

### llama-index-vector-stores-singlestoredb [0.4.2]

- Fix SQLi Vulnerability in SingleStore Db ([#19914](https://github.com/run-llama/llama_index/pull/19914))

## [2025-09-15]

### `llama-index-core` [0.14.2]

- fix: handle data urls in ImageBlock (#19856)
- fix: Move IngestionPipeline docstore document insertion after transformations (#19849)
- fix: Update IngestionPipeline async document store insertion (#19868)
- chore: remove stepwise usage of workflows from code (#19877)

### `llama-index-embeddings-fastembed` [0.5.0]

- feat: make fastembed cpu or gpu optional (#19878)

### `llama-index-llms-deepseek` [0.2.2]

- feat: pass context_window to super in deepseek llm (#19876)

### `llama-index-llms-google-genai` [0.5.0]

- feat: Add GoogleGenAI FileAPI support for large files (#19853)

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

- feat: Add Solr reader integration (#19843)

### `llama-index-retrievers-alletra-x10000-retriever` [0.1.0]

- feat: add AlletraX10000Retriever integration (#19798)

### `llama-index-vector-stores-oracledb` [0.3.2]

- feat: OraLlamaVS Connection Pool Support + Filtering (#19412)

### `llama-index-vector-stores-postgres` [0.6.8]

- feat: Add `customize_query_fn` to PGVectorStore (#19847)

## [2025-09-14]

### `llama-index-core` [0.14.1]

- feat: add verbose option to RetrieverQueryEngine for detailed output (#19807)
- feat: feat: add support for additional kwargs in `aget_text_embedding_batch` method (#19808)
- feat: add `thinking_delta` field to AgentStream events to expose llm reasoning (#19785)
- fix: Bug fix agent streaming thinking delta pydantic validation (#19828)
- fix: handle positional args and kwargs both in tool calling (#19822)

### `llama-index-instrumentation` [0.4.1]

- feat: add sync event/handler support (#19825)

### `llama-index-llms-google-genai` [0.4.0]

- feat: Add VideoBlock and GoogleGenAI video input support (#19823)

### `llama-index-llms-ollama` [0.7.3]

- fix: Fix bug using Ollama with Agents and None tool_calls in final message (#19844)

### `llama-index-llms-vertex` [0.6.1]

- fix: align complete/acomplete responses (#19806)

### `llama-index-readers-confluence` [0.4.3]

- chore: Bump version constraint for atlassian-python-api to include 4.x (#19824)

### `llama-index-readers-github` [0.6.2]

- fix: Make url optional (#19851)

### `llama-index-readers-web` [0.5.3]

- feat: Add OlostepWebReader Integration (#19821)

### `llama-index-tools-google` [0.6.2]

- feat: Add optional creds argument to GoogleCalendarToolSpec (#19826)

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

- feat: Add vectorx vectorstore (#19758)

## [2025-09-08]

**NOTE:** All packages have been bumped to handle the latest llama-index-core version.

### `llama-index-core` [0.14.0]

- breaking: bumped `llama-index-workflows` dependency to 2.0
  - Improve stacktraces clarity by avoiding wrapping errors in WorkflowRuntimeError
  - Remove deprecated checkpointer feature
  - Remove deprecated sub-workflows feature
  - Remove deprecated `send_event` method from Workflow class (still existing on the Context class)
  - Remove deprecated `stream_events()` methods from Workflow class (still existing on the Context class)
  - Remove deprecated support for stepwise execution

### `llama-index-llms-openai` [0.5.6]

- feat: add support for document blocks in openai chat completions (#19809)

## [2025-09-06]

### `llama-index-core` [0.13.6]

- chore: remove openai selector from core utils function (#19803)

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

- feat: Add CometAPI LLM integration (#19793)

## [2025-09-04]

### `llama-index-core` [0.13.5]

- feat: add thinking delta field to AgentStream events to expose from LLM responses (#19785)
- fix: fix path handling in SimpleDirectoryReader and PDFReader path fix (#19794)

### `llama-index-llms-bedrock-converse` [0.9.0]

- feat: add system prompt and tool caching config kwargs to BedrockConverse (#19737)

### `llama-index-llms-litellm` [0.6.2]

- fix: Handle missing tool call IDs with UUID fallback (#19789)
- fix: Fix critical context window calculation (#19787)

### `llama-index-readers-file` [0.5.3]

- fix: fix path handling in SimpleDirectoryReader and PDFReader path fix (#19794)

### `llama-index-storage-chat-store-yugabytedb` [0.1.0]

- feat: add Yugabytedb chat store (#19768)

### `llama-index-vector-stores-milvus` [0.9.1]

- fix: create TextNode if no '\_node_content' set (#19772)

### `llama-index-vector-stores-postgres` [0.6.5]

- fix: make postgres regex punctuation handling consistent with plainto_tsquery (#19781)

## [2025-09-01]

### `llama-index-core` [0.13.4]

- feat: Add PostgreSQL schema support to Memory and SQLAlchemyChatStore (#19741)
- feat: add missing sync wrapper of put_messages in memory (#19746)
- feat: add option for an initial tool choice in FunctionAgent (#19738)
- fix: Calling ContextChatEngine with a QueryBundle (instead of a string) (#19714)

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

- feat: baseten integration (#19710)

### `llama-index-embeddings-ibm` [0.5.0]

- feat: Support for additional/external urls, make instance_id deprecated (#19749)

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

- feat: baseten integration (#19710)

### `llama-index-llms-bedrock-converse` [0.8.3]

- feat: add `amazon.nova-premier-v1:0` to BEDROCK_MODELS (#19728)

### `llama-index-llms-ibm` [0.6.0]

- feat: Support for additional/external urls, make instance_id deprecated (#19749)

### `llama-index-postprocessor-ibm` [0.3.0]

- feat: Support for additional/external urls, make instance_id deprecated (#19749)

### `llama-index-postprocessor-sbert-rerank` [0.4.1]

- fix: fix SentenceTransformerRerank init device (#19756)

### `llama-index-readers-google` [0.7.1]

- feat: raise google drive errors (#19752)

### `llama-index-readers-web` [0.5.1]

- feat: Add ZenRows web reader (#19699)

### `llama-index-vector-stores-chroma` [0.5.2]

- feat: add mmr search to chroma (#19731)

### `llama-index-vector-stores-postgres` [0.6.4]

- fix: Use the indexed metadata field 'ref_doc_id' instead of 'doc_id' during deletion (#19759)

### `llama-index-vector-stores-qdrant` [0.8.2]

feat: Payload indexes support to QdrantVectorStore (#19743)

## [2025-08-22]

### `llama-index-core` [0.13.3]

- fix: add timeouts on image `.get()` requests (#19723)
- fix: fix StreamingAgentChatResponse losses message bug (#19674)
- fix: Fixing crashing when retrieving from empty vector store index (#19706)
- fix: Calling ContextChatEngine with a QueryBundle (instead of a string) (#19714)
- fix: Fix faithfulness evaluate crash when no images provided (#19686)

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

- feat: Adds support for HerokuEmbeddings (#19685)

### `llama-index-embeddings-ollama` [0.8.2]

- feat: enhance OllamaEmbedding with instruction support (#19721)

### `llama-index-llms-anthropic` [0.8.5]

- fix: Fix prompt caching with CachePoint (#19711)

### `llama-index-llms-openai` [0.5.4]

- feat: add gpt-5-chat-latest model support (#19687)

### `llama-index-llms-sagemaker-endpoint` [0.4.1]

- fix: fix constructor region read to not read region_name before is popped from kwargs, and fix assign to super (#19705)

### `llama-index-llms-upstage` [0.6.2]

- chore: remove deprecated model(solar-pro) (#19704)

### `llama-index-readers-confluence` [0.4.1]

- fix: Support concurrent use of multiple ConfluenceReader instances (#19698)

### `llama-index-vector-stores-chroma` [0.5.1]

- fix: fix `get_nodes()` with empty node ids (#19711)

### `llama-index-vector-stores-qdrant` [0.8.1]

- feat: support qdrant sharding (#19652)

### `llama-index-vector-stores-tencentvectordb` [0.4.1]

- fix: Resolve AttributeError in CollectionParams.filter_fields access (#19695)

## [2025-08-14]

### `llama-index-core` [0.13.2]

- feat: allow streaming to be disabled in agents (#19668)
- fix: respect the value of NLTK_DATA env var if present (#19664)
- fix: Order preservation and fetching in batch non-cached embeddings in `a/get_text_embedding_batch()` (#19536)

### `llama-index-embeddings-ollama` [0.8.1]

- fix: Access embedding output (#19635)
- fix: use normalized embeddings (#19622)

### `llama-index-graph-rag-cognee` [0.3.0]

- fix: Update and fix cognee integration (#19650)

### `llama-index-llms-anthropic` [0.8.4]

- fix: Error in Anthropic extended thinking with tool use (#19642)
- chore: context window for claude 4 sonnet to 1 mln tokens (#19649)

### `llama-index-llms-bedrock-converse` [0.8.2]

- feat: add openai-oss models to BedrockConverse (#19653)

### `llama-index-llms-ollama` [0.7.1]

- fix: fix ollama role response detection (#19671)

### `llama-index-llms-openai` [0.5.3]

- fix: AzureOpenAI streaming token usage (#19633)

### `llama-index-readers-file` [0.5.1]

- feat: enhance PowerPoint reader with comprehensive content extraction (#19478)

### `llama-index-retrievers-bm25` [0.6.3]

- fix: fix persist+load for bm25 (#19657)

### `llama-index-retrievers-superlinked` [0.1.0]

- feat: add Superlinked retriever integration (#19636)

### `llama-index-tools-mcp` [0.4.0]

- feat: Handlers for custom types and pydantic models in tools (#19601)

### `llama-index-vector-stores-clickhouse` [0.6.0]

- chore: Updates to ClickHouse integration based on new vector search capabilities in ClickHouse (#19647)

### `llama-index-vector-stores-postgres` [0.6.3]

- fix: Add other special characters in `ts_query` normalization (#19637)

## [2025-08-08]

### `llama-index-core` [0.13.1]

- fix: safer token counting in messages (#19599)
- fix: Fix Document truncation in `FunctionTool._parse_tool_output` (#19585)
- feat: Enabled partially formatted system prompt for ReAct agent (#19598)

### `llama-index-embeddings-ollama` [0.8.0]

- fix: use /embed instead of /embeddings for ollama (#19622)

### `llama-index-embeddings-voyageai` [0.4.1]

- feat: Add support for voyage context embeddings (#19590)

### `llama-index-graph-stores-kuzu` [0.9.0]

- feat: Update Kuzu graph store integration to latest SDK (#19603)

### `llama-index-indices-managed-llama-cloud` [0.9.1]

- chore: deprecate llama-index-indices-managed-llama-cloud in favor of llama-cloud-services (#19608)

### `llama-index-llms-anthropic` [0.8.2]

- feat: anthropic citation update to non-beta support (#19624)
- feat: add support for opus 4.1 (#19593)

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

- feat: heroku llm integration (#19576)

### `llama-index-llms-nvidia` [0.4.1]

- feat: add support for gpt-oss NIM (#19618)

### `llama-index-llms-oci-genai` [0.6.1]

- chore: update list of supported LLMs for OCI integration (#19604)

### `llama-index-llms-openai` [0.5.2]

- fix: fix isinstance check in openai (#19617)
- feat: add gpt-5 (#19613)

### `llama-index-llms-upstage` [0.6.1]

- fix: Fix reasoning_effort parameter ineffective and Add new custom parameters (#19619)

### `llama-index-postprocessor-presidio` [0.5.0]

- feat: Support presidio entities (#19584)

### `llama-index-retrievers-bm25` [0.6.2]

- fix: BM25 Retriever allow `top_k` value greater than number of nodes added (#19577)
- feat: Add metadata filtering support to BM25 Retriever and update documentation (#19586)

### `llama-index-tools-aws-bedrock-agentcore` [0.1.0]

- feat: Bedrock AgentCore browser and code interpreter toolspecs (#19559)

### `llama-index-vector-stores-baiduvectordb` [0.6.0]

- fix: fix filter operators and add stores_text support (#19591)
- feat: add wait logic for critical operations (#19587)

### `llama-index-vector-stores-postgres` [0.6.2]

- fix: Fixed special character bug in PGVectorStore query (#19621)
- fix: change ts_query definition to avoid double-stemming (#19581)

## [2025-07-30]

**NOTE:** All packages have been bumped to handle the latest llama-index-core version.

### `llama-index-core` [0.13.0]

- breaking: removed deprecated agent classes, including `FunctionCallingAgent`, the older `ReActAgent` implementation, `AgentRunner`, all step workers, `StructuredAgentPlanner`, `OpenAIAgent`, and more. All users should migrate to the new workflow based agents: `FunctionAgent`, `CodeActAgent`, `ReActAgent`, and `AgentWorkflow` (#19529)
- breaking: removed deprecated `QueryPipeline` class and all associated code (#19554)
- breaking: changed default `index.as_chat_engine()` to return a `CondensePlusContextChatEngine`. Agent-based chat engines have been removed (which was the previous default). If you need an agent, use the above mentioned agent classes. (#19529)
- fix: Update BaseDocumentStore to not return Nones in result (#19513)
- fix: Fix FunctionTool param doc parsing and signature mutation; update tests (#19532)
- fix: Handle empty prompt in MockLLM.stream_complete (#19521)

### `llama-index-embeddings-mixedbreadai` [0.5.0]

- feat: Update mixedbread embeddings and rerank for latest sdk (#19519)

### `llama-index-instrumentation` [0.4.0]

- fix: let wrapped exceptions bubble up (#19566)

### `llama-index-llms-google-genai` [0.3.0]

- feat: Add Thought Summaries and signatures for Gemini (#19505)

### `llama-index-llms-nvidia` [0.4.0]

- feat: add support for kimi-k2-instruct (#19525)

### `llama-index-llms-upstage` [0.6.0]

- feat: add new upstage model(solar-pro2) (#19526)

### `llama-index-postprocessor-mixedbreadai-rerank` [0.5.0]

- feat: Update mixedbread embeddings and rerank for latest sdk (#19519)

### `llama-index-readers-github` [0.8.0]

- feat: Github Reader enhancements for file filtering and custom processing (#19543)

### `llama-index-readers-s3` [0.5.0]

- feat: add support for region_name via `client_kwargs` in S3Reader (#19546)

### `llama-index-tools-valyu` [0.4.0]

- feat: Update Valyu sdk to latest version (#19538)

### `llama-index-voice-agents-gemini-live` [0.2.0]

- feat(beta): adding first implementation of gemini live (#19489)

### `llama-index-vector-stores-astradb` [0.5.0]

- feat: astradb get nodes + delete nodes support (#19544)

### `llama-index-vector-stores-milvus` [0.9.0]

- feat: Add support for specifying partition_names in Milvus search configuration (#19555)

### `llama-index-vector-stores-s3` [0.2.0]

- fix: reduce some metadata keys from S3VectorStore to save space (#19550)

### `llama-index-vector-stores-postgres` [0.6.0]

- feat: Add support for ANY/ALL postgres operators (#19553)

## [2025-07-22]

### `llama-index-core` [0.12.52.post1]

- fix: do not write system prompt to memory in agents (#19512)

### `llama-index-core` [0.12.52]

- fix: Fix missing prompt in async MultiModalLLMProgram calls (#19504)
- fix: Properly raise errors from docstore, fixes Vector Index Retrieval for `stores_text=True/False` (#19501)

### `llama-index-indices-managed-bge-m3` [0.5.0]

- feat: optimize memory usage for BGEM3Index persistence (#19496)

### `llama-index-readers-web` [0.4.5]

- feat: Add timeout to webpage readers, defaults to 60 seconds (#19503)

### `llama-index-tools-jira-issue` [0.1.0]

- feat: added jira issue tool spec (#19457)

### `llama-index-vector-stores-azureaisearch` [0.3.10]

- chore: add `**kwargs` into AzureAISearchVectorStore super init (#19500)

### `llama-index-vector-stores-neo4jvector` [0.4.1]

- fix: Patch Neo4jVector Call version (#19498)

## [2025-07-21]

### `llama-index-core` [0.12.51]

- feat: Enhance FunctionTool with auto type conversion for basic Python types like date when using pydantic fields in functions (#19479)
- fix: Fix retriever KeyError when using FAISS and other vector stores that do no store text (#19476)
- fix: add system prompt to memory and use it also for structured generation (#19490)

### `llama-index-readers-azstorage-blob` [0.3.2]

- fix: Fix metadata serialization issue in AzStorageBlobReader (#19491)

## [2025-07-19]

### `llama-index-core` [0.12.50]

- feat: support html table extraction in MarkdownElementNodeParser (#19449)
- fix/slightly breaking: make `get_cache_dir()` function more secure by changing default location (#19415)
- fix: resolve race condition in SQLAlchemyChatStore with precise timestamps (#19432)
- fix: update document store import to use BaseDocumentStore in DocumentContextExtractor (#19466)
- fix: improve empty retrieval check in vector index retriever (#19471)
- fix: Fix running workflow agents as MCP servers by adding start event handling to workflow agents (#19470)
- fix: handle ID type mismatch in various retrievers (#19448)
- fix: add structured output to multi agent also from secondary constructor + tests (#19435)
- fix: duplicated `session_id` metadata_filter in VectorMemoryBlock (#19427)
- fix: make sure to stop agent on function tool return direct (#19413)
- fix: use a private folder to store NTLK cache (#19444)
- fix: Update ReAct agent parse error message (#19431)

### `llama-index-instrumentation` [0.3.0]

- feat: Improve instrumentation span name (#19454)

### `llama-index-llms-bedrock-converse` [0.7.6]

- chore: added llama 4 models in Bedrock Converse, remove llama 3.2 1b and 3b from function calling models (#19434)

### `llama-index-llms-cloudflare-ai-gateway` [0.1.0]

- feat: introduce cloudflare ai gateway (#19395)

### `llama-index-llms-google-genai` [0.2.5]

- feat: Add `google_search` Tool Support to GoogleGenAI LLM Integration (#19406)

### `llama-index-readers-confluence` [0.3.2]

- refactor: various Confluence reader enhancements (logging, error handling) (#19424)

### `llama-index-readers-service-now` [0.1.0]

- feat: added service-now reader (#19429)

### `llama-index-protocols-ag-ui` [0.1.4]

- chore: remove some stray debug prints from AGUI (#19469)

### `llama-index-tools-wikipedia` [0.3.1]

- fix: Remove load_kwargs from `WikipediaToolSpec.load_data` tool (#19464)

### `llama-index-vector-stores-baiduvectordb` [0.3.1]

- fix: pass `**kwargs` to `super().__init__` in BaiduVectorDB (#19436)

### `llama-index-vector-stores-moorcheh` [0.1.1]

- fix: Update Moorcheh Vector Store namespace resolution (#19461)

### `llama-index-vector-stores-s3` [0.1.0]

- feat: s3 vectors support (#19456)

## [2025-07-14]

### `llama-index-core` [0.12.49]

- fix: skip tests on CI (#19416)
- fix: fix structured output (#19414)
- Fix: prevent duplicate triplets in SimpleGraphStore.upsert_triplet (#19404)
- Add retry capability to workflow agents (#19393)
- chore: modifying raptors dependencies with stricter rules to avoid test failures (#19394)
- feat: adding a first implementation of structured output in agents (#19337)
- Add tests for and fix issues with Vector Store node serdes (#19388)
- Refactor vector index retrieval (#19382)
- Retriever Query Engine should use async node postprocessors (#19380)

### `llama-index-llms-bedrock-converse` [0.7.5]

- Fix BedrockConverse streaming token counting by handling messageStop … (#19369)

### `llama-index-llms-nvidia` [0.3.5]

- nvidia-llm : Adding support to use llm models outside default list (#19366)

### `llama-index-llms-oci-genai` [0.5.2]

- Fix bugs in tool calling for OCI generative AI Llama models (#19376)

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

- Fix bugs in tool calling for OCI generative AI Llama models (#19376)

### `llama-index-readers-web` [0.4.4]

- fix: avoid SimpleWebPageReader and others to use url as a Document id (#19398)

### `llama-index-storage-docstore-duckdb` [0.1.0]

- Add DuckDB KV, Document, and Index Store
  (#19282)

### `llama-index-storage-index-store-duckdb` [0.1.0]

- Add DuckDB KV, Document, and Index Store
  (#19282)

### `llama-index-storage-kvstore-duckdb` [0.1.3]

- DuckDB: Deadlocks-b-gone (#19401)
- Improvements for DuckDB thread safety and embed dimension handling (#19391)
- Add DuckDB KV, Document, and Index Store
  (#19282)

### `llama-index-vector-stores-duckdb` [0.4.6]

- DuckDB: Deadlocks-b-gone (#19401)
- Improvements for DuckDB thread safety and embed dimension handling (#19391)
- DuckDB Async and Faster Cosine Similarity
  (#19383)
- DuckDB Small clean-up and add embeddings to returned nodes (#19377)

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

- feat: Add Moorcheh vector store integration (#19349)

## [2025-07-09]

### `llama-index-core` [0.12.48]

- fix: convert dict chat_history to ChatMessage objects in AgentWorkflowStartEvent (#19371)
- fix: Replace ctx.get/set with ctx.store.get/set in Context (#19350)
- Bump the pip group across 6 directories with 1 update (#19357)
- Make fewer trips to KV store during Document Hash Checks (#19362)
- Don't store Copy of document in metadata and properly return Nodes (#19343)
- Bump llama-index-core from 0.12.8 to 0.12.41 in /docs in the pip group across 1 directory (#19345)
- fix: Ensure CallbackManager is applied to default embed_model (#19335)
- fix publish sub-package workflow (#19338)

### `llama-index-embeddings-huggingface-optimum-intel` [0.3.1]

- Fix IntelEmbedding base.py (#19351)

### `llama-index-indices-managed-lancedb` [0.1.0]

- Fix broken lancedb tests (#19352)

### `llama-index-indices-managed-llamacloud` [0.7.10]

- vbump llama-cloud (#19355)
- Fix async retrieval of page figure nodes (#19334)

### `llama-index-llms-google-genai` [0.2.4]

- Add Cached Content Support to GoogleGenAI LLM Integration (#19361)

### `llama-index-llms-oci-genai` [0.5.1]

- Add support of Image prompt for OCI generative AI Llama models (#19306)

### `llama-index-readers-file` [0.4.11]

- swamp xml for defusedxml (#19342)

### `llama-index-storage-chat-stores-postgres` [0.2.2]

- Update asyncpg (#19365)

## [2025-07-06]

### `llama-index-core` [0.12.47]

- feat: add default `max_iterations` arg to `.run()` of 20 for agents (#19035)
- feat: set `tool_required` to `True` for `FunctionCallingProgram` and structured LLMs where supported (#19326)
- fix: fix missing raw in agent workflow events (#19325)
- fix: fixed parsing of empty list in parsing json output (#19318)
- chore: Deprecate Multi Modal LLMs (#19115)
  - All existing multi-modal llms are now extensions of their base `LLM` counterpart
  - Base `LLM` classes support multi-modal features in `llama-index-core`
  - Base `LLM` classes use `ImageBlock` internally to support multi-modal features

### `llama-index-cli` [0.4.4]

- fix: prevent command injection vulnerability in RAG CLI --clear flag (#19322)

### `llama-index-indices-managed-lancedb` [0.1.0]

- feat: Adding an integration for LanceDB MultiModal AI LakeHouse (#19232)

### `llama-index-llms-anthropic` [0.7.6]

- feat: anthropic citations support (#19316)

### `llama-index-llms-oci-genai` [0.5.1]

- feat: Add support of Image prompt for OCI generative AI Llama models (#19306)

### `llama-index-readers-web` [0.4.3]

- chore: Add firecrawl integration source (#19203)

## [2025-07-02]

### `llama-index-core` [0.12.46]

- feat: Add async delete and insert to vector store index (#19281)
- fix: Fixing ChatMessage to str handling of empty inputs (#19302)
- fix: fix function tool context detection with typed context (#19309)
- fix: inconsistent ref node handling (#19286)
- chore: simplify citation block schema (#19308)

### `llama-index-embeddings-google-genai` [0.2.1]

- chore: bump min google-genai version (#19304)

### `llama-index-embeddings-nvidia` [0.3.4]

- fix: embedding model with custom endpoints 404 error (#19295)

### `llama-index-llms-google-genai` [0.2.3]

- chore: bump min google-genai version (#19304)

### `llama-index-tools-mcp` [0.2.6]

- fix: configuring resources from the mcp server correctly (#19307)

### `llama-index-voice-agents-elevenlabs` [0.3.0-beta]

- fix: Migrating Elevenlabs to adjust it to framework standard (#19273)

## [2025-06-30]

### `llama-index-core` [0.12.45]

- feat: allow tools to output content blocks (#19265)
- feat: Add chat UI events and models to core package (#19242)
- fix: Support loading `Node` from ingestion cache (#19279)
- fix: Fix SemanticDoubleMergingSplitterNodeParser not respecting max_chunk_size (#19235)
- fix: replace `get_doc_id()` with `id_` in base index (#19266)
- chore: remove usage and references to deprecated Context get/set API (#19275)
- chore: deprecate older agent packages (#19249)

### `llama-index-llms-anthropic` [0.7.5]

- feat: Adding new AWS Claude models available on Bedrock (#19233)

### `llama-index-embeddings-azure-openai` [0.3.9]

- feat: Add dimensions parameter to AzureOpenAIEmbedding (#19239)

### `llama-index-embeddings-bedrock` [0.5.2]

- feat: Update aioboto3 dependency (#19237)

### `llama-index-llms-bedrock-converse` [0.7.4]

- feat: Update aioboto3 dependency (#19237)

### `llama-index-llms-dashscope` [0.4.1]

- fix: Fix dashscope qwen assistant api Error response problem, extract `tool_calls` info from ChatMessage kwargs to top level (#19224)

### `llama-index-memory-mem0` [0.3.2]

- feat: Adapting Mem0 to new framework memory standard (#19234)

### `llama-index-tools-google` [0.5.0]

- feat: Add proper async google search to tool spec (#19250)
- fix: Clean up results in GoogleSearchToolSpec (#19246)

### `llama-index-vector-stores-postgres` [0.5.4]

- fix: Fix pg vector store sparse query (#19241)

## [2025-06-25]

### `llama-index-core` [0.12.44]

- feat: Adding a `CachePoint` content block for caching chat messages (#19193)
- fix: fix react system header formatting in workflow agent (#19158)
- fix: fix ReActOutputParser when no "Thought:" prefix is produced by the LLM (#19190)
- fix: Fixed string striping in react output parser (#19192)
- fix: properly handle system prompt for CodeAct agent (#19191)
- fix: Exclude raw field in AgentStream event to fix potential serialization issue (#19150)
- chore: Mark older agent architectures in core as deprecated (#19205)
- chore: deprecate query pipelines in code (#19206)

### `llama-index-embeddings-fastembed` [0.3.5]

- feat: Add Batch Support for FastEmbed (#19147)

### `llama-index-embeddings-huggingface` [0.5.5]

- feat: Add async batching for huggingface using `asyncio.to_thread` (#19207)

### `llama-index-llms-anthropic` [0.7.4]

- fix: update kwargs for anthropic bedrock (#19169)

### `llama-index-llms-google-genai` [0.2.2]

- fix: Setting up System instruction properly for google genai client (#19196)

### `llama-index-llms-mistralai` [0.6.1]

- fix: Fix image url handling in Mistral AI (#19139)

### `llama-index-llms-perplexity` [0.3.7]

- fix: make api_key use `PPLX_API_KEY` in perplexity llm integration (#19217)

### `llama-index-postprocessor-bedrock-rerank` [0.4.0]

- fix: Avoid changing 'top_n' self attribute at runtime (#19221)

### `llama-index-postprocessor-sbert-rerank` [0.3.2]

- feat: add `cross_encoder_kwargs` parameter for advanced configuration (#19148)

### `llama-index-utils-workflow` [0.3.5]

- feat: Adding visualization functions for single/multi agent workflows (#19101)

### `llama-index-vector-stores-azureaisearch` [0.3.8]

- feat: Enable forwarding of arbitrary Azure Search SDK parameters in AzureAISearchVectorStore for document retrieval (#19173)

### `llama-index-vector-stores-db2` [0.1.0]

- feat: add IBM Db2 vector store (#19195)

### `llama-index-vector-stores-duckdb` [0.4.0]

- feat: refactor DuckDB VectorStore (#19106)

### `llama-index-vector-stores-pinecone` [0.6.0]

- feat: support pinecone v7 (#19163)
- fix: support python version `>=3.9,<4.0` for `llama-index-vector-stores-pinecone` (#19186)

### `llama-index-vector-stores-qdrant` [0.6.1]

- fix: fix types with IN/NIN filters in qdrant (#19159)

### `llama-index-voice-agents-openai` [0.1.1-beta]

- feat: Adding beta OpenAI Realtime Conversation integration (#19010)

## [2025-06-18]

### `llama-index-core` [0.12.43]

- feat: Make BaseWorkflowAgent a workflow itself (#19052)
- fix: make the progress bar of title extractor unified (#19131)
- fix: Use `get_tqdm_iterable` in SimpleDirectoryReader (#18722)
- chore: move out Workflows code to `llama-index-workflows` and keeping backward compatibility (#19043)
- chore: move instrumentation code out to its own package `llama-index-instrumentation` (#19062)

### `llama-index-llms-bedrock-converse` [0.7.2]

- fix: improve empty tool call handling in bedrock converse (#19084)

### `llama-index-llms-openai` [0.4.7]

- fix: fix building openai responses dicts (#19089, #19094)

### `llama-index-llms-perplexity` [0.3.6]

- feat: Perf/improve robustness of perplexity llm integration (#19022)

### `llama-index-postprocessor-sbert-rerank` [0.3.1]

- feat: Added cache dir to Sentence Transformers post processor (#19097)

### `llama-index-protocols-ag-ui` [0.1.2]

- feat: add `ag-ui` protocol support (#19104, #19103, #19102, #18898)

### `llama-index-readers-google` [0.6.2]

- fix: Fix error getting metadata file IDs in google drive reader (#19118)

### `llama-index-readers-hive` [0.3.1]

- chore: deprecate and remove hive reader (#18990)

### `llama-index-readers-mongodb` [0.3.2]

- feat: Added Async driver for `alazy_load_data` for mongodb reader (#19038)

### `llama-index-storage-chat-store-sqlite` [0.1.1]

- fix: sqlite chat store compatibility with sqlalchemy 1.4 (#19067)

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

- feat: Add Hive Intelligence search tool (#19029)

### `llama-index-utils-workflow` [0.3.4]

- feat: support drawing mermaid diagrams of workflows (#19083)

### `llama-index-vector-stores-lancedb` [0.3.3]

- fix: create table with pre-defined schema (#19064)

### `llama-index-vector-stores-milvus` [0.8.5]

- fix: `Connections.connect()` got multiple values for argument `alias` (#19119)

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

- feat: add openGauss integration (#19024)

## [2025-06-11]

### `llama-index-core` [0.12.42]

- fix: pass input message to memory get (#19054)
- fix: use async memory operations within async functions (#19032)
- fix: Using uuid instead of hashing for broader compatibility in SQLTableNodeMapping (#19011)

### `llama-index-embeddings-bedrock` [0.5.1]

- feat: Update aioboto3 dependency (#19015)

### `llama-index-indices-managed-llama-cloud` [0.7.7]

- feat: figure retrieval SDK integration (#19017)
- fix: Return empty list when argument `raw_figure_nodes` is None type in `page_figure_nodes_to_node_with_score` (#19053)

### `llama-index-llms-mistralai` [0.6.0]

- feat: Add reasoning support to mistralai LLM + magistral (#19048)

### `llama-index-llms-openai` [0.4.5]

- feat: O3 pro day 0 support (#19030)
- fix: skip tool description length check in openai response api (#18956)

### `llama-index-llms-perplexity` [0.3.5]

- fix: perplexity llm integration bug fix (#19007)

### `llama-index-multi-modal-llms-openai-like` [0.1.0]

- feat: add openai like multi-modal LLM (#18997)

### `llama-index-postprocessor-bedrock-rerank` [0.3.3]

- feat: Prefer 'BedrockRerank' over 'AWSBedrockRerank' (#19016)

### `llama-index-readers-papers` [0.3.1]

- fix: make filename hashing more robust (#18318)

### `llama-index-tools-artifact-editor` [0.1.0]

- feat: Create ArtifactEditorToolSpec for editing pydantic objects (#18989)

### `llama-index-utils-workflow` [0.3.3]

- feat: Add label truncation to workflow visualization (#19027)

### `llama-index-vector-stores-opensearch` [0.5.6]

- feat: Add ability to exclude source fields from query response (#19018)

### `llama-index-voice-agents-elevenlabs` [0.2.0-beta]

- fix: Docs corrections + integrating tools for ElevenLabs integration (#19014)

## [2025-06-07]

### `llama-index-core` [0.12.41]

- feat: Add MutableMappingKVStore for easier caching (#18893)
- fix: async functions in tool specs (#19000)
- fix: properly apply file limit to SimpleDirectoryReader (#18983)
- fix: overwriting of LLM callback manager from Settings (#18951)
- fix: Adding warning in the docstring of JsonPickleSerializer for the user to deserialize only safe things, rename to PickleSerializer (#18943)
- fix: ImageDocument path and url checking to ensure that the input is really an image (#18947)
- chore: remove some unused utils from core (#18985)

### `llama-index-embeddings-azure-openai` [0.3.8]

- fix: Azure api-key and azure-endpoint resolution fixes (#18975)
- fix: api_base vs azure_endpoint resolution fixes (#19002)

### `llama-index-graph-stores-ApertureDB` [0.1.0]

- feat: Aperturedb propertygraph (#18749)

### `llama-index-indices-managed-llama-cloud` [0.7.4]

- fix: resolve retriever llamacloud index (#18949)
- chore: composite retrieval add ReRankConfig (#18973)

### `llama-index-llms-azure-openai` [0.3.4]

- fix: api_base vs azure_endpoint resolution fixes (#19002)

### `llama-index-llms-bedrock-converse` [0.7.1]

- fix: handle empty message content to prevent ValidationError (#18914)

### `llama-index-llms-litellm` [0.5.1]

- feat: Add DocumentBlock support to LiteLLM integration (#18955)

### `llama-index-llms-ollama` [0.6.2]

- feat: Add support for the new think feature in ollama (#18993)

### `llama-index-llms-openai` [0.4.4]

- feat: add OpenAI JSON Schema structured output support (#18897)
- fix: skip tool description length check in openai response api (#18956)

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

- feat: Add searchain package (#18929)

### `llama-index-readers-docugami` [0.3.1]

- fix: Avoid hash collision in XML parsing (#18986)

### `llama-index-readers-file` [0.4.9]

- fix: pin llama-index-readers-file pandas for now (#18976)

### `llama-index-readers-gcs` [0.4.1]

- feat: Allow newer versions of gcsfs (#18987)

### `llama-index-readers-obsidian` [0.5.2]

- fix: Obsidian reader checks and skips hardlinks (#18950)

### `llama-index-readers-web` [0.4.2]

- fix: Use httpx instead of urllib in llama-index-readers-web (#18945)

### `llama-index-storage-kvstore-postgres` [0.3.5]

- fix: Remove unnecessary psycopg2 from llama-index-storage-kvstore-postgres dependencies (#18964)

### `llama-index-tools-mcp` [0.2.5]

- fix: actually format the workflow args into a start event instance (#19001)
- feat: Adding support for log recording during MCP tool calls (#18927)

### `llama-index-vector-stores-chroma` [0.4.2]

- fix: Update ChromaVectorStore port field and argument types (#18977)

### `llama-index-vector-stores-milvus` [0.8.4]

- feat: Upsert Entities supported in Milvus (#18962)

### `llama-index-vector-stores-redis` [0.5.2]

- fix: Correcting Redis URL/Client handling (#18982)

### `llama-index-voice-agents-elevenlabs` [0.1.0-beta]

- feat: ElevenLabs beta integration (#18967)

## [2025-06-02]

### `llama-index-core` [0.12.40]

- feat: Add StopEvent step validation so only one workflow step can handle StopEvent (#18932)
- fix: Add compatibility check before providing `tool_required` to LLM args (#18922)

### `llama-index-embeddings-cohere` [0.5.1]

- fix: add batch size validation with 96 limit for Cohere API (#18915)

### `llama-index-llms-anthropic` [0.7.2]

- feat: Support passing static AWS credentials to Anthropic Bedrock (#18935)
- fix: Handle untested no tools scenario for anthropic tool config (#18923)

### `llama-index-llms-google-genai` [0.2.1]

- fix: use proper auto mode for google-genai function calling (#18933)

### `llama-index-llms-openai` [0.4.2]

- fix: clear up some field typing issues of OpenAI LLM API (#18918)
- fix: migrate broken `reasoning_effort` kwarg to `reasoning_options` dict in OpenAIResponses class (#18920)

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

- feat: Add weather, climate, air quality and geocoding tool from Measure Space (#18909)

### `llama-index-tools-mcp` [0.2.3]

- feat: Add headers handling to BasicMCPClient (#18919)

## [2025-05-30]

### `llama-index-core` [0.12.39]

- feat: Adding Resource to perform dependency injection in Workflows (docs coming soon!) (#18884)
- feat: Add `require_tool` param to function calling LLMs (#18654)
- fix: make prefix and response non-required for hitl events (#18896)
- fix: SelectionOutputParser when LLM chooses no choices (#18886)

### `llama-index-indices-managed-llama-cloud` [0.7.2]

- feat: add non persisted composite retrieval (#18908)

### `llama-index-llms-bedrock-converse` [0.7.0]

- feat: Update aioboto3 dependency to allow latest version (#18889)

### `llama-index-llms-ollama` [0.6.1]

- Support ollama 0.5.0 SDK, update ollama docs (#18904)

### `llama-index-vector-stores-milvus` [0.8.3]

- feat: Multi language analyzer supported in Milvus (#18901)

## [2025-05-28]

### `llama-index-core` [0.12.38]

- feat: Adding a very simple implementation of an embeddings cache (#18864)
- feat: Add `cols_retrievers` in NLSQLRetriever (#18843)
- feat: Add row, col, and table retrievers as args in NLSQLTableQueryEngine (#18874)
- feat: add configurable allow_parallel_tool_calls to FunctionAgent (#18829)
- feat: Allow ctx in BaseToolSpec functions, other ctx + tool calling overhauls (#18783)
- feat: Optimize get_biggest_prompt for readability and efficiency (#18808)
- fix: prevent DoS attacks in JSONReader (#18877)
- fix: SelectionOutputParser when LLM chooses no choices (#18886)
- fix: resuming AgentWorkflow from ctx during hitl (#18844)
- fix: context serialization during AgentWorkflow runs (#18866)
- fix: Throw error if content block resolve methods yield empty bytes (#18819)
- fix: Reduce issues when parsing "Thought/Action/Action Input" ReActAgent completions (#18818)
- fix: Strip code block backticks from QueryFusionRetriever llm response (#18825)
- fix: Fix `get_function_tool` in function_program.py when schema doesn't have "title" key (#18796)

### `llama-index-agent-azure-foundry` [0.1.0]

- feat: add azure foundry agent integration (#18772)

### `llama-index-agent-llm-compiler` [0.3.1]

- feat: llm-compiler support `stream_step`/`astream_step` (#18809)

### `llama-index-embeddings-google-genai` [0.2.0]

- feat: add gemini embeddings tests and retry configs (#18846)

### `llama-index-embeddings-openai-like` [0.1.1]

- fix: Pass `http_client` & `async_http_client` to parent for OpenAILikeEmbedding (#18881)

### `llama-index-embeddings-voyageai` [0.3.6]

- feat: Introducing voyage-3.5 models (#18793)

### `llama-index-indices-managed-llama-cloud` [0.7.1]

- feat: add client support for `search_filters_inference_schema` (#18867)
- feat: add async methods and blank index creation (#18859)

### `llama-index-llms-anthropic` [0.6.19]

- feat: update for claude 4 support in Anthropic LLM (#18817)
- fix: thinking + tool calls in anthropic (#18834)
- fix: check thinking is non-null in anthropic messages (#18838)
- fix: update/fix claude-4 support (#18820)

### `llama-index-llms-bedrock-converse` [0.6.0]

- feat: add-claude4-model-support (#18827)
- fix: fixing DocumentBlock usage within Bedrock Converse (#18791)
- fix: calling tools with empty arguments (#18786)

### `llama-index-llms-cleanlab` [0.5.0]

- feat: Update package name and models (#18483)

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

- feat: featherless-llm-integration (#18778)

### `llama-index-llms-google-genai` [0.1.14]

- fix: Google GenAI token counting behavior, add basic retry mechanism (#18876)

### `llama-index-llms-ollama` [0.5.6]

- feat: Attempt to automatically set context window in ollama (#18822)
- feat: use default temp in ollama models (#18815)

### `llama-index-llms-openai` [0.3.44]

- feat: Adding new OpenAI responses features (image gen, mcp call, code interpreter) (#18810)
- fix: Update OpenAI response type imports for latest openai library compatibility (#18824)
- fix: Skip tool description length check in OpenAI agent (#18790)

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

- feat: add Servam AI LLM integration with OpenAI-like interface (#18841)

### `llama-index-observability-otel` [0.1.0]

- feat: OpenTelemetry integration for observability (#18744)

### `llama-index-packs-raptor` [0.3.2]

- Use global `llama_index` tokenizer in Raptor clustering (#18802)

### `llama-index-postprocessor-rankllm-rerank` [0.5.0]

- feat: use latest rank-llm sdk (#18831)

### `llama-index-readers-azstorage-blob` [0.3.1]

- fix: Metadata and filename in azstorageblobreader (#18816)

### `llama-index-readers-file` [0.4.8]

- fix: reading pptx files from remote fs (#18862)

### `llama-index-storage-kvstore-postgres` [0.3.1]

- feat: Create PostgresKVStore from existing SQLAlchemy Engine (#18798)

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

- feat: brightdata integration (#18690)

### `llama-index-tools-google` [0.3.1]

- fix: `GmailToolSpec.load_data()` calls search with missing args (#18832)

### `llama-index-tools-mcp` [0.2.2]

- feat: enhance SSE endpoint detection for broader compatibility (#18868)
- feat: overhaul `BasicMCPClient` to support all MCP features (#18833)
- fix: McpToolSpec fetch all tools given the empty allowed_tools list (#18879)
- fix: add missing `BasicMCPClient.with_oauth()` kwargs (#18845)

### `llama-index-tools-valyu` [0.2.0]

- feat: Update to valyu 2.0.0 (#18861)

### `llama-index-vector-stores-azurecosmosmongo` [0.6.0]

- feat: Add Vector Index Compression support for Azure Cosmos DB Mongo vector store (#18850)

### `llama-index-vector-stores-opensearch` [0.5.5]

- feat: add filter support to check if a metadata key doesn't exist (#18851)
- fix: dont pass in both `extra_info` and `metadata` in vector store nodes (#18805)

## [2025-05-19]

### `llama-index-core` [0.12.37]

- Ensure `Memory` returns at least one message (#18763)
- Separate text blocks with newlines when accessing `message.content` (#18763)
- reset `next_agent` in multi agent workflows (#18782)
- support sqlalchemy v1 in chat store (#18780)
- fix: broken hotpotqa dataset URL (#18764)
- Use `get_tqdm_iterable` in SimpleDirectoryReader (#18722)
- Pass agent workflow kwargs into start event (#18747)
- fix(chunking): Ensure correct handling of multi-byte characters during AST node chunking (#18702)

### `llama-index-llms-anthropic` [0.6.14]

- Fixed DocumentBlock handling in OpenAI and Anthropic (#18769)

### `llama-index-llms-bedrock-converse` [0.5.4]

- Fix tool call parsing for bedrock converse (#18781)
- feat: add missing client params for bedrock (#18768)
- fix merging multiple tool calls in bedrock converse (#18761)

### `llama-index-llms-openai` [0.3.42]

- Fixed DocumentBlock handling in OpenAI and Anthropic (#18769)
- Remove tool-length check in openai (#18784)
- Add check for empty tool call delta, bump version (#18745)

### `llama-index-llms-openai-like` [0.3.5]

- Remove tool-length check in openai (#18784)

### `llama-index-retrievers-vectorize` [0.1.0]

- Add Vectorize retriever (#18685)

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

- Feature/desearch integration (#18738)

## [2025-05-14]

### `llama-index-core` [0.12.36]

- add support for automatic session_id filtering in vector memory blocks (#18730)
- Add feature: support for DocumentBlock in chat messages (#18719)
- Added initial Async methods for BaseIndex (#18711)
- use fs to check ingestion pipeline path (#18680)
- add edge case handling in StreamingAgentChatResponse (#18679)

### `llama-index-embeddings-azure-openai` [0.3.5]

- look for azure openai key env var in auzre embeddings (#18703)
- only get `api_key` if not `use_azure_ad` (#18708)
- fix typo of the if branch of get `api_key` if not `use_azure_ad` (#18720)

### `llama-index-embeddings-cohere` [0.5.0]

- Support Cohere V4 embeddings and V2 client (#18464)

### `llama-index-embeddings-fastembed` [0.3.2]

- Bugfix: FastEmbedEmbedding was missing code to pass extra arguments to the api (#18695)

### `llama-index-graph-stores-neptune` [0.3.3]

- fix: Handle possible OverflowError when getting Neptune node properties (#18687)

### `llama-index-readers-legacy-office` [0.1.1]

- feat: `legacy_office`, Apache Tika based `.doc` reader (#18649)
- chore: fix lagecy office reader bloated metadata (#18696)

### `llama-index-retrievers-vectorize` [0.1.0]

- Add Vectorize retriever (#18685)

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

- Feature/brightdata integration (#18690)

### `llama-index-tools-mcp` [0.1.3]

- MCP one-liners for workflow servers and function tools (#18729)

### `llama-index-tools-openapi` [0.4.0]

- feat Improve OpenAPI and Requests tool capabilities and reliability (#18681)

### `llama-index-tools-requests` [0.4.0]

- feat Improve OpenAPI and Requests tool capabilities and reliability (#18681)

### `llama-index-vector-stores-milvus` [0.8.2]

- fix(MilvusVectorStore): use primary key from milvus by its name instead of 'id' (#18714)

### `llama-index-vector-stores-postgres` [0.5.3]

- Add `IS_EMPTY` support for PGVectorStore (#18667)

### `llama-index-vector-stores-redis` [0.5.1]

- Adding Async Redis Vector Store support (#18675)

## [2025-05-08]

### `llama-index-core` [0.12.35]

- add support for prefilling partial tool kwargs on `FunctionTool` (#18658)
- Fix/react agent max iterations skipping (#18634)
- handling for edge-case serialization in prebuilt workflows like `AgentWorkflow` (#18628)
- memory revamp with new base class (#18594)
- add prebuilt memory blocks (#18607)

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

- Support for AutoEmbeddings integration from chonkie (#18578)

### `llama-index-embeddings-huggingface-api` [0.3.1]

- Fix dep versions for huggingface-hub (#18662)

### `llama-index-indices-managed-vectara` [0.4.5]

- Bugfix in using cutoff argument with chain reranker in Vectara (#18610)

### `llama-index-llms-anthropic` [0.6.12]

- anthropic citations and tool calls (#18657)

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

- Cortex enhancements 2 for auth (#18588)

### `llama-index-llms-dashscope` [0.3.3]

- Fix dashscope tool call parsing (#18608)

### `llama-index-llms-google-genai` [0.1.12]

- Fix modifying object references in google-genai llm (#18616)
- feat(llama-index-llms-google-genai): 2.5-flash-preview tests (#18575)
- Fix last_msg indexing (#18611)

### `llama-index-llms-huggingface-api` [0.4.3]

- Huggingface API fixes for task and deps (#18662)

### `llama-index-llms-litellm` [0.4.2]

- fix parsing streaming tool calls (#18653)

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

- Support Meta Llama-api as an LLM provider (#18585)

### `llama-index-node-parser-docling` [0.3.2]

- Fix/docling node parser metadata (#186390)

### `llama-index-node-parser-slide` [0.1.0]

- add SlideNodeParser integration (#18620)

### `llama-index-readers-github` [0.6.1]

- Fix: Add follow_redirects=True to GitHubIssuesClient (#18630)

### `llama-index-readers-markitdown` [0.1.1]

- Fix MarkItDown Reader bugs (#18613)

### `llama-index-readers-oxylabs` [0.1.2]

- Add Oxylabs readers (#18555)

### `llama-index-readers-web` [0.4.1]

- Fixes improper invocation of Firecrawl library (#18646)
- Add Oxylabs readers (#18555)

### `llama-index-storage-chat-store-gel` [0.1.0]

- Add Gel integrations (#18503)

### `llama-index-storage-docstore-gel` [0.1.0]

- Add Gel integrations (#18503)

### `llama-index-storage-kvstore-gel` [0.1.0]

- Add Gel integrations (#18503)

### `llama-index-storage-index-store-gel` [0.1.0]

- Add Gel integrations (#18503)

### `llama-index-utils-workflow` [0.3.2]

- Fix event colors of draw_all_possible_flows (#18660)

### `llama-index-vector-stores-faiss` [0.4.0]

- Add Faiss Map Vector store and fix missing index_struct delete (#18638)

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

- Add Gel integrations (#18503)

### `llama-index-vector-stores-postgres` [0.5.2]

- add indexed metadata fields (#18595)

## [2025-04-30]

- Migrate repo from poetry to uv (#18524)

### `llama-index-core` [0.12.34]

- fix: `aextract_table_summaries` cause unwanted output when showprogress is False (#18528)

### `llama-index-embeddings-cohere` [0.4.1]

- Fix Cohere Embedding Multiprocessing with Custom Endpoint (#18551)

### `llama-index-embeddings-openvino-genai` [0.5.0]

- add openvino genai embedding (#18569)

### `llama-index-llms-bedrock-converse` [0.5.0]

- Add support for AWS Bedrock Application Inference Profiles (#18549)

### `llama-index-llms-google-genai` [0.1.10]

- 2.5-flash-preview tests + structured predict changes/fixes (#18575)
- unlock pillow dep in google genai llm (#18533)
- merge tool messages properly (#18527)

### `llama-index-llms-huggingface-api` [0.4.2]

- Add provider support to HuggingFaceInferenceAPI (#18574)

### `llama-index-llms-vllm` [0.5.1]

- feat: add is_chat_model option (#18552)

### `llama-index-packs-code-hierarchy` [0.5.1]

- Code Hierarchy Agent Pack Issue with Empty and different encoding based files (#18538)

### `llama-index-postprocessor-cohere-rerank` [0.4.0]

- update default model version to v3.0 in CohereRerank (#18579)

### `llama-index-readers-database` [0.4.0]

- Enhance DatabaseReader with new features and improved documentation (#18537)

### `llama-index-tools-mcp` [0.1.2]

- Prevent MCP Connections Hang (#18512)

### `llama-index-vector-stores-opensearch` [0.5.3]

- Add OpensearchVectorClient to conditionally check index existence for AOSS (#18560)

### `llama-index-vector-stores-postgres` [0.5.1]

- Implement aget_nodes and adelete in PGVectorStore (#18515)
- Allow PGVectorStore to allow passing in engines (#18507)

## [2025-04-23]

### `llama-index-core` [0.12.33 / 0.12.33.post1]

- bundle newer tiktoken encodings, bump min tiktoken version (#18509)

### `llama-index-vector-stores-milvus` [0.8.1]

- Milvus Vector Store: Update metadata filtering demo (#18502)

## [2025-04-21]

### `llama-index-core` [0.12.32]

- Fix media resource serialization (#18496)
- fix react agent prompt updates (#18494)

### `llama-index-indices-managed-vectara` [0.4.4]

- Close "session" in VectaraIndex on GC (#18484)

### `llama-index-llms-openai` [0.3.38]

- allow content blocks in openai assistant messages (#18495)

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

- fix the openvino llm initialize issue (#18481)

### `llama-index-vector-stores-milvus` [0.8.0]

- MilvusVectorStore: BM25 as default sparse embedding function (#18460)

## [2025-04-16]

### `llama-index-core` [0.12.31]

- Fix/memory multimodal content serialization (#18447)
- add async to memory and postprocessor base classes (#18438)

### `llama-index-callbacks-arize-pheonix` [0.5.1]

- llama index callbacks arize phoenix python version bump (#18466)

### `llama-index-graph-stores-nebula` [0.4.2]

- fix nebula index ddl (#18461)

### `llama-index-indices-managed-vectara` [0.4.3]

- Added `llm_name` argument for Vectara (#18472)

### `llama-index-llms-cohere` [0.4.1]

- expand cohere model support (#18440)

### `llama-index-llms-llama-api` [0.4.0]

- Fix LlamaAPI integration by wrapping OpenAI (#18437)

### `llama-index-llms-perplexity` [0.3.3]

- Update Perplexity Implementation for new models (#18442)

### `llama-index-llms-openai` [0.3.37]

- Added model names for OpenAI 4.1 support (#18456)
- o3 and o4-mini support (#18473)
- Don't create a sync openai client when using async methods with Azure (#18471)

### `llama-index-storage-chat-store-sqlite` [0.1.0]

- Feat add sqlite chat store (#18432)

### `llama-index-vector-stores-ApertureDB` [0.0.1]

- Add ApertureDB vector store (#18428)

### `llama-index-vector-stores-elasticsearch` [0.4.3]

- implement missing BasePydanticVectorStore methods (#18454)

## [2025-04-10]

### `llama-index-core` [0.12.30]

- Fix multi-agent state formatting (#18417)
- use to_thread for async reader methods by default (#18418)

### `llama-index-callbacks-arize-pheonix` [0.5.0]

- Connect new phoenix tracing option for separate context (#18415)

### `llama-index-graph-stores-nebula` [0.4.1]

- fix nebula properties get (#18423)

### `llama-index-llms-openai` [0.3.33]

- Actually fix pass-by-reference errors in OpenAIResponses (#18420)

## [2024-04-08]

### `llama-index-core` [0.12.29]

- better enforce agent handoffs in AgentWorkflow (#18399)
- waiting for events refactor to handle multiple `wait_for_event` calls (#18226)
- fix: 🐛 Replace broken and discontinued `tree_sitter_languages` with `tree_sitter_language_pack` (#18387)
- Fix the costly pop(0) in SentenceSplitter when parsing numerous texts (#18359)

### `llama-index-embeddings-huggingface` [0.5.3]

- add option to toggle progress bars in HuggingFaceEmbedding (#18404)

### `llama-index-embeddings-openai-like` [0.1.0]

- Add OpenAILikeEmbedding, update docs (#18364)

### `llama-index-llms-bedrock-converse` [0.4.15]

- feature: add multi-modal support for bedrock converse (#18373)
- support bedrock converse deepseek r1 (#18371)

### `llama-index-llms-ibm` [0.3.4]

- cache watsonx context window (#18350)

### `llama-index-llms-openai` [0.3.31]

- fix openai json decode error (#18352)
- enable openai responses override (#18402)

### `llama-index-llms-vertex` [0.4.6]

- Add ImageBlock and TextBlock support for Gemini models (#18344)

### `llama-index-graph-stores-kuzu` [0.7.0]

- Update to Kuzu 0.9.0 (#18382)

### `llama-index-indices-managed-llama-cloud` [0.6.11]

- remove org id kwarg (#18355)

### `llama-index-readers-microsoft-sharepoint` [0.5.1]

- Fix Sharepoint folder path encoding issue (#18357)

### `llama-index-readers-papers` [0.3.2]

- fix: use defusexml instead of xml.etree (#18362)

### `llama-index-readers-stripe-docs` [0.3.1]

- fix: use defusexml instead of xml.etree (#18362)

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

- Add uniprot reader (#18356)

### `llama-index-readers-web` [0.3.9]

- fix: use defusexml instead of xml.etree (#18362)

### `llama-index-retrievers-galaxia` [0.1.0]

- Add GalaxiaRetriever (#18317)

### `llama-index-vector-stores-azureaisearch` [0.3.7]

- chore: add title and keywords to semantic config (#18354)

### `llama-index-vector-stores-lancedb` [0.3.2]

- fix overwrite vs append logic in LanceDB (#18405)

### `llama-index-utils-workflow` [0.3.1]

- Fix `draw_all_possible_flows` for custom StopEvents (#18347)

## [2025-04-01]

### `llama-index-core` [0.12.28]

- add a code act agent + docs + from-scratch guide (#18329)
- fix template var mapping for `RichPromptTemplate`, add docs (#18309)
- Support multi-modal agents in `AgentWorkflow` / `ReActAgent` / `FunctionAgent` / `CodeActAgent` (#18330)
- fix include Node metadata in hash calculation in new node class (#18303)
- Fix `Context._events_queue` when loaded from `Context.from_dict` (#18304)
- docs: add Langfuse instrumentation (#18321)

### `llama-index-embeddings-fastembed` [0.3.1]

- add providers kwarg (#18310)

### `llama-index-graph-stores-memgraph` [0.3.1]

- Update Memgraph integration to latest syntax (#18319)

### `llama-index-indices-managed-llama-cloud` [0.6.10]

- misc fixes in constructing client (#18323)

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

- add asi llm integration (#18292)

### `llama-index-llms-dashscope` [0.3.2]

- Update DashScope integration with new tool handling and dependency version bump (#18311)

### `llama-index-llms-ipex-llm` [0.3.1]

- fix IpexLLM constructor error (#18200)

### `llama-index-llms-litellm` [0.4.1]

- LiteLLM: better support tools streaming, and support multimodal inputs (#18314)

### `llama-index-readers-obsidian` [0.5.1]

- fix: prevent path traversal from symlinks (#18320)

### `llama-index-readers-papers` [0.3.1]

- fix: make filename hashing more robust (#18318)

### `llama-index-tools-mcp` [0.1.1]

- Fixed case when `json_type` is a list (multiple possible types) (#18306)

### `llama-index-vector-stores-clickhouse` [0.4.1]

- fix: patch multiple sql-injection vulnerabilities (#18316)

### `llama-index-vector-stores-couchbase` [0.3.1]

- fix: patch multiple sql-injection vulnerabilities (#18316)

### `llama-index-vector-stores-deeplake` [0.3.3]

- fix: patch multiple sql-injection vulnerabilities (#18316)

### `llama-index-vector-stores-jaguar` [0.3.1]

- fix: patch multiple sql-injection vulnerabilities (#18316)

### `llama-index-vector-stores-lantern` [0.3.1]

- fix: patch multiple sql-injection vulnerabilities (#18316)

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

- fix: patch multiple sql-injection vulnerabilities (#18316)

### `llama-index-vector-stores-milvus` [0.7.2]

- [bugfix] Milvus create index when existed (#18315)
- Add more unit tests for milvus vector store (#18331)

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

- fix: patch multiple sql-injection vulnerabilities (#18316)

### `llama-index-vector-stores-singlestoredb` [0.3.1]

- fix: patch multiple sql-injection vulnerabilities (#18316)

## [2025-03-28]

### `llama-index-core` [0.12.27]

- optimize initial imports by lazily importing and loading nltk data (#18289)
- support postponed type hints in workflow step signatures (#18225)

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

- feat: added tool calling support for LiteLLM (#18235)

### `llama-index-llms-openai` [0.3.29]

- Add `OpenAIResponses` class to support OpenAI's responses API (#18300)
- type safe structured predict in overridden methods (#18290)

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

- Add Dappier Real Time Search and AI Recommendations Tools (#18211)

### `llama-index-vector-stores-milvus` [0.7.1]

- Milvus Vector Store: Support full-text search by BM25 (#18281)
- Fix Milvus vector store to handle text field retrieval

## [2025-03-26]

### `llama-index-core` [0.12.26]

- simplify FunctionAgent/ReActAgent usage for single-agent workflows (#18227)
- Introduce RichPromptTemplate for jinja-like templating (#18178)
- add implementation for structured llm reranker (#18216)

### `llama-index-embeddings-azure-openai` [0.3.2]

- Fix `api_base` and `azure_deployment` mutually exclusive in `AzureOpenAIEmbedding` class (#18219)
- Fix `api_base` parameter in `AzureOpenAIEmbedding` class (#18191)

### `llama-index-finetuning` [0.3.1]

- Update to SentenceTransformersFinetuneEngine to expose transformer checkpoint related arguments (#18194)

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

- add `astream_chat` and `astream_complete` for dashscope llm (#18196)

### `llama-index-llms-bedrock` [0.3.8]

- deprecate older google and bedrock packages (#18210)
- add Bedrock application inference profile support (#18213)
- Fixed provider-resolution for foundation-model ARNs (#18283)

### `llama-index-llms-bedrock-converse` [0.4.12]

- Do not append None to chat history in bedrock converse (#18206)
- Add new apac bedrock llms (#18045)
- handle chat message as user msg in converse chat with tools (#18187)

### `llama-index-llms-gemini` [0.4.13]

- Ensure `stream_complete` accumulates text and sets delta (#18246)

### `llama-index-llms-google-genai` [0.1.6]

- deprecate older google and bedrock packages (#18210)
- fix google genai tool description (#18242)
- fix: support anyof, optional and union in google-genai (#18231)

### `llama-index-llms-openai` [0.3.27]

- add o1-pro support (#18207)
- improve default image quality in openai llm (#18258)

### `llama-index-llms-text-generation-inference` [0.3.2]

- Fix `model_name` validation error in TextGenerationInference, its not requested from TGI endpoint and results in exception (#18234)

### `llama-index-llms-vertx` [0.4.4]

- deprecate older google and bedrock packages (#18210)
- Vertex LLM does not handle FunctionCall tools (#18201)

### `llama-index-readers-file` [0.4.7]

- feat: improve data retrieval by adding headers with the columns for pandas excel reader (#18233)

### `llama-index-storage-chat-store-dynomodb` [0.3.1]

- feat: Add TTL support for DynamoDB chat store (#18084)

### `llama-index-storage-chat-store-redis` [0.4.1]

- Fix Runtime Warning for Coroutine never awaited in Redis chat store (#18274)

### `llama-index-vector-stores-milvus` [0.6.1]

- Escape single quotes in milvus filters (#18244)
- Speed up Milvus async_add (#18243)

### `llama-index-vector-stores-qdrant` [0.6.0]

- update qdrant to always prefer named vectors (#18192)
- bump qdrant version python deps (#18273)

## [2025-03-18]

### `llama-index-core` [0.12.25]

- Ensuring original text is preserved in CHUNKING_REGEX in splitters (#18054)
- use SimpleDirectoryReader without llama-index-readers-file package (#18173)
- Improved Annotations and Error Handling in utils.py and exec_utils.py (#18153)
- Add `build_semantic_nodes_from_nodes` to SemanticDoubleMergingSplitterNodeParser (#18114)
- fix: Optimize memory management of the Context object (#18170)
- fix: allow streaming events from context after workflows ends (#18174)
- feat: Add a clear method to the Context class (#18136)

### `llama-index-embeddins-clip` [0.4.0]

- unpin ClipEmbedding deps (#18165)

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

- add netmind integrations (#18078)

### `llama-index-indices-managed-llama-cloud` [0.6.9]

- fix kwargs for LlamaCloudCompositeRetriever (#18141)

### `llama-index-llms-bedrock-converse` [0.4.10]

- Bug fix: Calling tools with no arguments (#18143)
- add token counts to the chat and achat methods of BedrockConverse (#18148)

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

- fixes for contextual glm (#18145)

### `llama-index-llms-google-genai` [0.1.4]

- genai image output (#18138)

### `llama-index-llms-langchain` [0.6.1]

- Replace deprecated predict with invoke in llama-index-llms-langchain (#18169)

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

- add netmind integrations (#18078)

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

- add NovitaAI llm class (#18134)

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

- AIMon reranker integration into LlamaIndex node postprocessors (#18087)

### `llama-index-readers-mongodb` [0.3.1]

- feat(mongo reader): field_extractors (#18063)

### `llama-index-tools-vectara-query` [0.3.1]

- Update Vectara Tool for Metadata Changes to VectaraIndex (#18126)

### `llama-index-vector-stores-azurecosmosnosql` [1.3.2]

- Fix: AzureCosmosNoSQL vector_store; delete based on `ref_doc_id` (#18120)

### `llama-index-vector-stores-pinecone` [0.4.5]

- bump compatible pinecone version (#18113)

## [2025-03-13]

### `llama-index-core` [0.12.24]

- fix get content node metadata duplicated templates (#18110)
- remove assert for multimodal llms in multimodal vector store/query engine (#18112)
- fix: make run_step return all the events produced by a step (#18082)
- fix(multimodal nodes): check image path is file before open (#18043)

### `llama-index-embeddings-google-genai` [0.1.0]

- Google genai embeddings (#18079)

### `llama-index-graph-stores-neptune` [0.3.2]

- Fix the TypeError in the upsert_triplet method of the Neptune (#18051)

### `llama-index-indices-managed-vectara` [0.4.2]

- Update Vectara Index to return both document level and page level metadata (#17976)

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

- Contextual Generate model (#17913)

### `llama-index-llms-google-genai` [0.1.3]

- Use GenAI package for google (#17939)
- fix gemini roles (#18108)
- fix null model meta references (#18109)
- [BUG FIX] Google genai vertexai error (#18070)

### `llama-index-memory-mem0` [0.3.0]

- Mem0Memory Integration Issue: Update Required for Mem0 API Parameter Changes (#18066)

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

- Contextual reranker (#18075)

### `llama-index-readers-elasticsearch` [0.3.1]

- Fix the redundancy of ElasticsearchReader (#18106)

### `llama-index-readers-google` [0.6.1]

- Use int type for redirect URI port (#18097)

## [2025-03-07]

### `llama-index-core` [0.12.23]

- added `merging_separator` argument to allow for specifying chunk merge separator in semantic splitter (#18027)
- Add support for running single-agent workflows within the BaseWorkflowAgent class (#18038)
- Fix the error raised when ReactAgent is created without an explicit system message (#18041)
- add a field keep_whitespaces to TokenTextSplitter (#17998)
- do not convert raw tool output to string in AgentWorkflow (#18006)

### `llama-index-embeddings-ollama` [0.6.0]

- feat: add client_kwargs Parameter to OllamaEmbedding Class (#18012)

### `llama-index-llms-anthropic` [0.6.10]

- anthropic caching and thinking updates (#18039)
- allow caching of tool results (#18028)
- support caching of anthropic system prompt (#18008)
- Ensure resuming a workflow actually works (#18023)
- [MarkdownNodeParser] Adding customizable header path separator char (#17964)
- feat: return event instance from run() when stop event is custom (#18001)

### `llama-index-llms-azure-openai` [0.3.2]

- AzureOpenAI: api_base and azure_endpoint are mutually exclusive (#18037)
- Add base_url to AzureOpenAI (#17996)

### `llama-index-llms-bedrock-converse` [0.4.8]

- message text is required in boto3 model (#17989)

### `llama-index-llms-ollama` [0.5.3]

- Make request_timeout in Ollama LLM optional (#18007)

### `llama-index-llms-mistralai` [0.4.0]

- MistralAI support for multImodal content blocks (#17997)

### `llama-index-readers-file` [0.4.6]

- Bugfix: Use `torch.no grad()` in inference in ImageVisionLLMReader when PyTorch is installed (#17970)

### `llama-index-storage-chat-store-mongo` [0.1.0]

- Feat/mongo chat store (#17979)

### `llama-index-core` [0.12.23]

- added `merging_separator` argument to allow for specifying chunk merge separator in semantic splitter (#18027)
- Add support for running single-agent workflows within the BaseWorkflowAgent class (#18038)
- Fix the error raised when ReactAgent is created without an explicit system message (#18041)
- add a field keep_whitespaces to TokenTextSplitter (#17998)

## [2025-02-28]

### `llama-index-core` [0.12.22]

- fix agentworkflow tool call tracking on final response (#17968)

### `llama-index-readers-github` [0.6.0]

- Ensure that Github reader uses timeout and retries params (#17959)

### `llama-index-readers-web` [0.3.7]

- chore: update FireCrawlWebReader integration to support extract (#17957)

## [2025-02-27]

### `llama-index-core` [0.12.21]

- fix: remove warnings from workflow tests (#17943)
- fix: take step workers into account when running a workflow step-wise (#17942)
- feat: auto-detect custom start and stop events in workflow classes (#17865)
- Feature/remove retriever tool template override (#17909)
- only modify delta if 'Answer:' was actually detected (#17901)
- Fix CitationQueryEngine init function for response_synthesizer (#17897)
- fix ChatSummaryMemoryBuffer.\_summarize_oldest_chat_history (#17845)
- fix: make base64 detection more robust across the board (#17930)
- fix: stepwise execution breaks when steps do async work (#17914)
- safer workflow cancel + fix restored context bug (#17938)

### `llama-index-cli` [0.4.1]

- fix: escape user input before shelling out command (#17953)
- llamaindex-cli to handle glob patterns correctly (#17904)

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

- fix: Remove cache_dir Pydantic field validation (#17947)

### `llama-index-indices-managed-vectara` [0.4.1]

- Support for custom vectara_base_url (#17934)

### `llama-index-llms-anthropic` [0.6.7]

- fix: tools param cannot be Null when calling Anthropic Messages API (#17928)

### `llama-index-llms-bedrock` [0.3.4]

- feat(bedrock): add Claude 3.7 Sonnet model support (#17950)

### `llama-index-llms-bedrock-converse` [0.4.7]

- feat(bedrock converse): add Meta Llama 3.3 70B instruct model support (#17915)

### `llama-index-llms-gemini` [0.4.11]

- feat: change maximum allowed model temperature to 2.0 for Gemini (#17886)

### `llama-index-llms-ibm` [0.3.3]

- Update WatsonxLLM.metadata property to avoid validation error when model_limits field isn't present (#17839)

### `llama-index-llms-openai` [0.3.24]

- add gpt-4.5-preview (#17954)
- fix: openai-like openai agent streaming over vLLM (#17927)
- Fix "Invalid value for 'content': expected a string, got null." openai error in case of empty assistant messages (#17921)

### `llama-index-multi-modal-llms-azure-openai` [0.4.0]

- Refactored to be a light wrapper on top of the normal AzureOpenAI llm (which also supports images using content blocks) to prevent code duplication (#17951)

### `llama-index-multi-modal-llms-huggingface` [0.4.2]

- Support text-only prompts for LlamaMultiModal class (#17855)

### `llama-index-multi-modal-llms-openai` [0.5.0]

- Refactored to be a light wrapper on top of the normal OpenAI llm (which also supports images using content blocks) to prevent code duplication (#17951)

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

- feat: Add ibm-watsonx-ai rerank integration (#17900)

### `llama-index-readers-web` [0.3.6]

- fix: respect max_depth in KnowledgeBaseWebReader (#17949)

### `llama-index-retrievers-tldw` [0.0.1]

- tl;dw AI Integration for Retrievers (#17872)

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

- feat: Add Valyu Integration (#17892)

### `llama-index-vector-stores-azureaisearch` [0.3.6]

- azureaisearch: add default mySemanticConfig as name when creating index (#17908)

### `llama-index-vector-stores-databricks` [0.4.0]

- build: support python3=3.9,<4.0 for llama-index-vector-stores-databricks (#17937)

### `llama-index-vector-stores-duckdb` [0.3.1]

- fix: escape params in SQL queries in DuckDB vector store (#17952)

### `llama-index-vector-stores-elasticsearch` [0.4.2]

- fix: fix adelete method and add delete_nodes to elasticsearch vector store (#17890)

## [2025-02-25]

### `llama-index-core` [0.12.20]

- feat: Attach more metadata to retrieved image node (#17868)
- fix: FunctionAgent and ReActAgent error out when LLM response contains no chat messages (#17884)
- fix: Convert Embedding Functions to Async (#17888)

### `llama-index-networks` [0.6.0]

- fix: Bump python-jose version (#17866)

### `llama-index-vector-stores-redis` [0.5.0]

- fix: Update for redisvl 0.4.0 (#17902)

### `llama-index-llms-anthropic` [0.6.6]

- fix: Add support for Claude 3.7-family models (#17905)

### `llama-index-readers-microsoft-outlook-emails` [0.1.1]

- fix: Import path was incorrect for microsoft_outlook_emails integration (#17867)

### `llama-index-llms-vertex` [0.4.3]

- fix: Chat messages with tool calls incorrectly mapping to Vertex message (#17893)

### `llama-index-llms-bedrock-converse` [0.4.6]

- feat: add Claude 3.7 Sonnet model support (#17911)

## [2025-02-17]

### `llama-index-core` [0.12.19]

- Added sync/async Function tool callback (#16637)
- Tweaked regex for template vars

### `llama-index-experimental` [0.5.4]

- Experimental natural language retrievers using duck db (#15642)

### `llama-index-graph-stores-memgraph` [0.3.0]

- fix version on memgraph (#17842)

### `llama-index-indices-managed-llama-cloud` [0.6.7]

- Image Metadata Test + Sync Implementation (#17844)

### `llama-index-postprocessor-nvidia-rerank` [0.4.2]

- NVIDIARerank add http_client parameter to pass custom clients (#17832)

### `llama-index-llms-mistralai` [0.3.3]

- mistral saba support (#17847)

## [2025-02-16]

### `llama-index-core` [0.12.18]

- improve prompt helper multimodal support (#17831)
- Retain return type from `@dispatcher.span` (#17817)
- Silence nltk downloader (#17816)
- Keep a reference to asyncio tasks in `astream_chat()` (#17812)

### `llama-index-indices-managed-llama-cloud` [0.6.6]

- include file & page metadata when returning image node from llamacloud retriever (#17823)
- Improve error logs for llamacloud indices (#17827)

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

- Add textnode metadata (#17814)

### `llama-index-llms-anthropic` [0.6.5]

- feat: ✨ add support to anthropic claude-3-5-haiku-latest model name (#17818)

### `llama-index-llms-openai` [0.3.20]

- openai developer message fix for older o1 models (#17833)

### `llama-index-readers-microsoft-outlook-emails` [0.1.0]

- feat: add Microsoft Outlook Email Reader integration (#17829)

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

- feat: add mcp tool spec (#17795)

### `llama-index-tools-playwright` [0.1.1]

- Fix: Change Playwright browser tool from sync to async (#17808)

### `llama-index-vector-stores-azureaisearch` [0.3.5]

- Expand AzureAISearchVectorStore filter options (#17811)
- azureaisearch: prefer using hybrid_top_k over similarity_top_k for hybrid search (#17612)
- azureaisearch: add default to None for semantic configuration name (#17807)

### `llama-index-vector-stores-mariadb` [0.3.1]

- MariaDB Vector Store Integration: Add tuning parameters and utility functions (#17791)

## [2025-02-11]

### `llama-index-core` [0.12.17]

- Added support for AudioBlocks in chat messages (OpenAI only for now) (#17780)
- Fix: SimpleDirectoryReader metadata handles timezones inconsistently (#17724)

### `llama-index-agent-openai` [0.4.4]

- added additional parameters in openai assistant agent (#17729)
- Avoid async race conditions in `aput_messages` (#17754)

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

- Add retry logic to siliconflow llm and embeddings (#17771)

### `llama-index-graph-rag-cognee` [0.1.3]

- Cognee integration version update (#17769)

### `llama-index-graph-stores-neptune` [0.3.1]

- fix: update the upsert_triplet method in neptune integration (#17727)

### `llama-index-llms-gemini` [0.4.9]

- fix gemini tool choice (#17747)
- fix gemini multi-turn tool calling (#17764)
- chore: add tests for latest gemini structured gen (#17762)

### `llama-index-llms-ibm` [0.3.2]

- fix: Update `WatsonxLLM.stream_chat()` to adapt to upcoming `ibm-watsonx-ai 1.2.7` and avoid error. (#17772)

### `llama-index-llms-langchain` [0.6.0]

- Update the llama-index-llms-langchain to latest langchain API - removes the deprecation warning (#17770)

### `llama-index-llms-ollama` [0.5.2]

- Ollama Native Multimodal support with ImageBlocks (#17759)

### `llama-index-llms-openai` [0.3.19]

- add audio support to openai (#17780)

### `llama-index-llms-openvino-genai` [0.1.0]

- Add llama-index-llms-openvino-genai package (#17714)

### `llama-index-llms-siliconflow` [0.2.1]

- Add retry logic to siliconflow llm and embeddings (#17771)

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

- Add OpenAI Whisper Reader (#17778)

### `llama-index-retrievers-bm25` [0.5.2]

- BM25Retriever: UnicodeError Handling and Encoding Flexibility Improvement (#17643)

### `llama-index-retrievers-kendra` [0.1.0]

- Add kendra retriever (#17760)

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

- Jira tools integration (#17763)

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

- feat: playwright browser tool (#17706)

### `llama-index-vector-stores-elasticsearch` [0.4.1]

- missed keyword suffix for delete query (#17750)

## [2025-01-05]

### `llama-index-core` [0.12.16]

- Be more lenient with leading whitespaces emitted by some models when doing ReAct (#17701)
- Fix `user_msg` vs `chat_history` AgentWorkflow inputs (#17690)

### `llama-index-embeddings-oci-data-science` [0.1.0]

- Add OCI Data Science Model Deployment Embedding Integration (#17243)

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

- Add vLLM offline inference supports for embedding (#17675)

### `llama-index-embeddings-voyageai` [0.3.5]

- small async voyageai fix (#17698)

### `llama-index-llms-gemini` [0.4.7]

- gemini 2.0 support (#17720)
- feat: support basic function call for gemini (google-generativeai) (#17696)

### `llama-index-llms-oci-data-science` [0.1.0]

- Add OCI Data Science Model Deployment LLM Integration (#17241)

### `llama-index-llms-oci-genai` [0.3.1]

- Option to pass auth_file_location, in-order to overwrite default config file location i.e. ~/.oci/config (#17695)

### `llama-index-llms-ollama` [0.5.1]

- fix: avoid missing tool calls while streaming

### `llama-index-llms-openai` [0.3.17]

- fix: max_tokens in O1 (#17703)
- o3 mini support (#17689)
- fix max_tokens, add reasoning_effort for openai reasoning models (#17694)

### `llama-index-readers-obsidian` [0.5.0]

- Improved Obsidian Reader (#17699)

### `llama-index-tools-scrapegraph` [0.1.1]

- feat: add new scrapegraph endpoint (#17709)

## [2025-01-31]

### `llama-index-core` [0.12.15]

- Add error_on_tool_error param to FunctionCallingLLM.predict_and_call (#17663)
- Get tool description from pydantic field (#17679)
- fix: make ctx.\_events_buffer json-serializable (#17676)
- feat: allow to exclude empty file simple directory reader (#17656)
- improve markdown llm output parsing (#17577)
- small typo fix in the default plan refine prompt (#17644)

### `llama-index-agent-openai` [0.4.3]

- fix repeated sources when doing parallel tool calling (#17645)

### `llama-index-embeddings-text-embeddings-inference` [0.3.2]

- Add endpoint parameter to TextEmbeddingsInference (#17598)

### `llama-index-llms-bedrock-converse` [0.4.5]

- fix bedrock function calling (#17658)

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

- Add Snowflake Cortex Integration (#17585)

### `llama-index-llms-fireworks` [0.3.2]

- Deepseek-r1 is now supported by fireworks (#17657)
- Deepseek-v3 is now supported by fireworks (#17518)

### `llama-index-llms-gemini` [0.4.5]

- adding the chat decorators to async calls (#17678)

### `llama-index-llms-llama-cpp` [0.4.0]

- update llama-cpp integration + docs (#17647)

### `llama-index-vector-stores-azureaisearch` [0.3.3]

- Feat/fix Azure AI Search Hybrid Semantic Search Unusability due to hardcoded parameter (#17683)

### `llama-index-vector-stores-pinecone` [0.4.4]

- `get_nodes()` now accepts include_values param to return embeddings (#17635)

## [2025-01-25]

### `llama-index-core` [0.12.14]

- Fix agentworkflow handoffs for non-openai llms (#17631)
- small fixes to the multi-agent workflow demo notebook (#17628)

### `llama-index-embeddings-bedrock` [0.5.0]

- Implement async bedrock embeddings (#17610)

### `llama-index-llms-bedrock-converse` [0.4.4]

- Fix prompt stacking in bedrock converse (#17613)

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

- DeepSeek official API LLM (#17625)

### `llama-index-readers-google` [0.6.0]

- GoogleDriveReader support file extensions (#17620)

## [2025-01-23]

### `llama-index-core` [0.12.13]

- Fixing header_path bug re: markdown level vs. stack depth in MarkdownNodeParser (#17602)
- Advanced text to sql sample rows, adding row retrieval for few-shot prompts (#17479)
- Made the message role of ReAct observation configurable (#17521)
- fix reconstructing a tool in AgentWorkflow (#17596)
- support content blocks in chat templates (#17603)
- Add contextual retrieval support with a new `DocumentContextExtractor` (#17367)

### `llama-index-graph-stores-memgraph` [0.2.1]

- Vector index support for Memgraph's integration (#17570)

### `llama-index-graph-stores-neo4j` [0.4.6]

- Improves connections for neo4j objects and adds some tests (#17562)

### `llama-index-indices-managed-llama-cloud` [0.6.4]

- Add framework integration for composite retrieval (#17536)

### `llama-index-llms-langchain` [0.5.1]

- get valid string when streaming (#17566)

### `llama-index-llms-mistralai` [0.3.2]

- update function calling models in mistral (#17604)

### `llama-index-llms-openai` [0.3.14]

- fix openai.BadRequestError: Invalid value for 'content': expected a string, got null for tool calls (#17556)

### `llama-index-readers-file` [0.4.3]

- Refactor markdown_to_tups method to better handle multi-level headers (#17508)

### `llama-index-readers-web` [0.3.5]

- feat: Agentql Web Loader (#17575)

### `llama-index-tools-linkup-research` [0.3.0]

- add linkup tool (#17541)

### `llama-index-tools-notion` [0.3.1]

- fix: correct the input params of "load_data" in NotionPageReader (#17529)

### `llama-index-vector-stores-pinecone` [0.4.3]

- build: 🆙 replace pinecone-client with pinecone package (#17587)

### `llama-index-vector-stores-postgres` [0.4.2]

- Add support for halfvec vector type (#17534)

## [2025-01-20]

### `llama-index-core` [0.12.12]

- feat: add AgentWorkflow system to support single and multi-agent workflows (#17237)
- Fix image-path validation in ImageNode (#17558)

### `llama-index-indices-managed-vectara` [0.4.0]

- (breaking change) API Migration (#17545)

### `llama-index-llms-anthropic` [0.6.4]

- feat: support direct PDF handling for Anthropic (#17506)

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

- Deepseek-v3 is now supported by fireworks (#17518)

### `llama-index-llms-stepfun` [1.0.0]

- feat: add stepfun integrations (#17514)

### `llama-index-multi-modal-llms-gemini` [0.5.0]

- refact: make GeminiMultiModal a thin wrapper around Gemini (#17501)

### `llama-index-postprocessor-longllmlingua` [0.4.0]

- Add longllmlingua2 integration (#17531)

### `llama-index-readers-web` [0.3.4]

- feat: Hyperbrowser Web Reader (#17489)

## [2025-01-15]

### `llama-index-core` [0.12.11]

- fix: bug in MediaResource validator (#17509)
- handle pandas errors in md to df in MarkdownElementNodeParser (#17511)
- bugfix: Duplicated citation nodes (#17440)
- Fixed issue #17397 by updating the markdown format in MarkdownReader (#17429)
- feat: support adding images to ChatMessage through additional_kwargs (#17477)
- feat: async semantic splitter noder parser (#17449)
- more exception handling in schema llm extractor (#17432)

### `llama-index-agent-openai` [0.4.2]

- Async memory management for OpenAIAgentWorker (#17375)

### `llama-index-embeddings-huggingface` [0.5.0]

- multimodal huggingface embeddings support (#17463)

### `llama-index-embeddings-gemini` [0.3.1]

- add request options to gemini (#17452)

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

- Add support for OPEA LLMs in Llama-Index (#16666)

### `llama-index-embeddings-upstage` [0.4.1]

- bugfix: Fix upstage embedding available model mapping (#17460)

### `llama-index-graph-stores-neo4j` [0.4.5]

- Fix neo4j schema bug (#17448)

### `llama-index-llms-gemini` [0.4.3]

- add request options to gemini (#17452)

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

- Add support for OPEA LLMs in Llama-Index (#16666)

### `llama-index-llms-openai` [0.3.13]

- adjust openai model temperature to accept values between 0 and 2 (#17453)

### `llama-index-multi-modal-llms-bedrock` [0.1.0]

- Add Multi Modal Bedrock Integration (#17451)

### `llama-index-postprocessor-bedrock-rerank` [0.3.1]

- Change `top_n` if number of input nodes are less (#17374)

### `llama-index-readers-slack` [0.3.1]

- Added support to allow only public slack channels (#17399)

### `llama-index-storage-chat-store-tablestore` [0.1.0]

- Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473)

### `llama-index-storage-docstore-tablestore` [0.1.0]

- Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473)

### `llama-index-storage-index-store-tablestore` [0.1.0]

- Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473)

### `llama-index-storage-kvstore-tablestore` [0.1.0]

- Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473)

### `llama-index-vector-stores-mariadb` [0.3.0]

- Support MariaDB 11.7 in the MariaDB vector store integration (#17497)

### `llama-index-vector-stores-neptune` [0.3.1]

- add test, fix missing method (#17485)

### `llama-index-vector-stores-qdrant` [0.4.3]

- Add new operator for Qdrant Vector store (#17490)

## [2024-12-31]

### `llama-index-core` [0.12.10]

- remove asserts from schema llm extractor (#17425)
- feat: support typing.Annotated for adding parameter descriptions in FunctionTools (#17411)
- Guess image_mimetype for ImageNode (#17422)

### `llama-index-embeddings-nvidia` [0.3.1]

- NVIDIA Support for v2 Embedding & Reranking NIMs #(17410)

### `llama-index-embeddings-openvino` [0.5.1]

- update deps of OpenVINO packages (#17419)

### `llama-index-multi-modal-llms-openai` [0.4.2]

- Add support for gpt-4o-2024-08-06 to multi modal llms (#17405)

### `llama-index-packs-raptor` [0.3.1]

- Fix for llama_index.packs.raptor tree_traversal retrieval (#17406)

### `llama-index-postprocessor-openvino-rerank` [0.4.1]

- update deps of OpenVINO packages (#17419)

### `llama-index-readers-file` [0.4.2]

- Remove MarkdownReader from the default loaders in SimpleDirectoryReader (#17412)

### `llama-index-core` [0.12.9]

- clean up type hints in schema extractor (#17394)
- Fix IndexError in LLM Reranking when handling malformed LLM responses (#17353)

### `llama-index-llms-bedrock-converse` [0.4.3]

- Fix Regression on Tools use for Bedrock Converse (#17364)

### `llama-index-llms-sagemaker-endpoint` [0.3.1]

- Pass `aws_region_name` to `get_aws_service_client()` in SageMakerLLM (#12000)

### `llama-index-postprocessor-voyageai-rerank` [0.3.2]

- VoyageAIRerank constructor fix for truncation (#17343)

### `llama-index-readers-gitlab` [0.3.1]

- Fix: Properly add blob documents from Gitlab Repo (#17392)

### `llama-index-readers-rss` [0.3.2]

- Fix minor issues in rss (#17351)

### `llama-index-readers-web` [0.3.3]

- fix: prevent infinite recursion in `get_article_urls` (#17360)

### `llama-index-vector-stores-azureaisearch` [0.3.2]

- azureaisearch: add semantic search mode support for async queries (#17335)

### `llama-index-vector-stores-azurecosmosnosql` [1.3.1]

- fix storeindex cosmosnosql query issue - (BadRequest) (#17385)

### `llama-index-vector-stores-milvus` [0.5.0]

- feat: milvus async (#17378)

### `llama-index-vector-stores-opensearch` [0.5.2]

- Fix typo in property name (#17365)
- bugfix when initializing with async aoss vector store (#17340)

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

- TablestoreVectorStore: support hybrid query, modify some documents. (#17366)
- TablestoreVectorStore check the Dimension of the embedding when writing it to store. (#17321)

### `llama-index-vector-stores-qdrant` [0.4.2]

- qdrant filter fix for `query_str` is None (#17377)

### `llama-index-vector-stores-weaviate` [1.3.1]

- implement `client_kwargs["custom_batch"]` for weaviate (#17347)

## [2024-12-20]

### `llama-index-core` [0.12.8]

- Fix exclude text in document serialization (#17341)
- Fix missing aput in awrite_response_to_history (#17338)

### `llama-index-graph-rag-cognee` [0.1.0]

- Cognee integration (#17314)

### `llama-index-llms-openai` [0.3.12]

- Tweak o1 function calling reqs (#17328)

## [2024-12-18]

### `llama-index-core` [0.12.7]

- fix: add a timeout to langchain callback handler (#17296)
- fix: make Document serialization event more backward compatible (#17312)

### `llama-index-embeddings-voyageai` [0.3.4]

- Exposing additional keyword arguments for VoyageAI's embedding model (#17315)

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

- Added KeywordsAI LLM (#16860)

### `llama-index-llms-oci-genai` [0.4.0]

- Add OCI Generative AI tool calling support (#16888)

### `llama-index-llms-openai` [0.3.11]

- support new o1 models (#17307)

### `llama-index-postprocessor-voyageai-rerank` [0.3.1]

- VoyageAI Reranker optional API Key (#17310)

### `llama-index-vector-stores-azureaisearch` [0.3.1]

- improve async search client handling (#17319)

### `llama-index-vector-stores-azurecosmosmongo` [0.4.0]

- CosmosDB insertion timestamp bugfix (#17290)

### `llama-index-vector-stores-azurecosmosnosql` [1.3.0]

- CosmosDB insertion timestamp bugfix (#17290)

## [2024-12-17]

### `llama-index-core` [0.12.6]

- [bug fix] Ensure that StopEvent gets cleared from Context.\_in_progress["_done"] after a Workflow run (#17300)
- fix: add a timeout to langchain callback handler (#17296)
- tweak User vs tool in react prompts (#17273)
- refact: Refactor Document to be natively multimodal (#17204)
- fix: make ImageDocument derive from Document, backward compatible (#17259)
- fix: accept already base64-encoded data in ImageBlock (#17244)
- fix(metrics): fixed NDCG calculation and updated previous tests (#17236)
- fix: remove llama-index-legacy dependency in llama-index-core (#17231)
- Refined the default documentation generation for function tools (#17208)

### `llama-index-embeddings-voyageai` [0.3.3]

- add support for voyageai >=0.3.0 (#17120)
- Introducting VoyageAI's new multimodal embeddings model (#17261)
- VoyageAI multimodal embedding, correction (#17284)

### `llama-index-experimental` [0.5.2]

- Fixed import errors for experimental JSONalyzeQueryEngine (#17228)

### `llama-index-grapg-stores-neo4j` [0.4.4]

- Add cypher corrector and allow graph schema filtering (#17223)
- Add timeout config to neo4j graph (#17267)
- Add text and embedding type to neo4j enhanced schema (#17289)

### `llama-index-llms-anthropic` [0.6.3]

- add content blocks to anthropic (#17274)
- Do not send blank content to anthropic (#17278)
- Update anthropic type imports for v0.41.0 release (#17299)
- Fix Anthropic tokenizer protocol (fix by Devin) (#17201)

### `llama-index-llms-bedrock` [0.3.3]

- Add Amazon bedrock guardrails (#17281)

### `llama-index-llms-bedrock-converse` [0.4.2]

- Add Amazon bedrock guardrails (#17281)

### `llama-index-llms-gemini` [0.4.1]

- Gemini 2.0 support (#17249)

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

- add tool call id/name to mistral chat messages (#17280)

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

- Adding llama 3.3-70b as function-calling-capable (#17253)

### `llama-index-llms-openai` [0.3.10]

- fix openai message dicts for tool calls (#17254)

### `llama-index-llms-text-generation-inference` [0.3.1]

- Fix: TGI context window (#17252)

### `llama-index-multi-modal-llms-anthropic` [0.3.1]

- handle more response types in anthropic multi modal llms (#17302)

### `llama-index-readers-confluence` [0.3.1]

- Support Confluence cookies (#17276)

### `llama-index-vector-stores-milvus` [0.4.0]

- Parse "milvus_search_config" out of "vector_store_kwargs" (#17221)
- refactor and optimize milvus code (#17229)

### `llama-index-vector-stores-pinecone` [0.4.2]

- Handle empty retrieved Pinecone index values (#17242)

### `llama-index-vector-stores-qdrant` [0.4.1]

- feat: Add NOT filter condition to MetadataFilter and QdrantVectorStore (#17270)

### `llama-index-vector-stores-weaviate` [1.3.0]

- Add async support to weaviate vector store integration (#17220)

## [2024-12-09]

### `llama-index-core` [0.12.5]

- Refined the default description generation for function tools (#17208)

### `llama-index-multi-modal-llms-azure-openai` [0.3.2]

- fix: relax pin on openai llm dependency (#17210)

### `llama-index-postprocessor-pinecone-native-rerank` [0.1.0]

- feat: integration on pinecone hosted rerankers (#17192)

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

- Add Scrapegraph tool integration (#17238)

### `llama-index-vector-stores-postgres` [0.3.3]

- Update pgvector dependency to version 0.3.6 (#17195)

## [2024-12-08]

### `llama-index-core` [0.12.4]

- Fix sync and async structured streaming (#17194)
- unpin pydantic to allow 2.8 or greater (#17193)
- Update core structured predict streaming, add ollama structured predict (#17188)
- bump tenacity dependency in llama-index-core (#17178)

### `llama-index-indices-managed-vectara` [0.3.1]

- Add Verbose to Vectara `as_query_engine` (#17176)

### `llama-index-llms-ollama` [0.5.0]

- Update core structured predict streaming, add ollama structured predict (#17188)

### `llama-index-llms-perplexity` [0.3.2]

- Fix message format for perplexity (#17182)

### `llama-index-readers-web` [0.3.1]

- Add possibility to use URI as doc id in WholeSiteReader (#17187)

### `llama-index-vector-stores-chroma` [0.4.1]

- BUG FIX: llama-index-vectorstore-chromadb to work with chromadb v0.5.17 (#17184)

## [2024-12-06]

### `llama-index-core` [0.12.3]

- cover SimpleDirectoryReader with unit tests (#17156)
- docs: rewrite openai image reasoning example without multimodal LLM (#17148)
- fix(metrics): fixed NDCG calculation and added comprehensive test cases (#17126)
- feat: improve ImageBlock (#17111)
- Remove forgotten print in ChatMemoryBuffer (#17114)
- [FIX] Move JSONalyzeQueryEngine to experimental (#17110)

### `llama-index-embeddings-clip` [0.3.1]

- Unrestrict clip models to use (#17162)

### `llama-index-embeddings-openai` [0.3.1]

- fix/openai-embbeding-retry (#17072)

### `llama-index-embeddings-text-embeddings-inference` [0.3.1]

- proper auth token in TEI (#17158)

### `llama-index-indices-managed-llama-cloud` [0.6.3]

- chore: fix httpx_client typo in LlamaCloudRetriever (#17101)
- fix: wrong project id variable in LlamaCloudRetriever (#17086)

### `llama-index-llms-bedrock-converse` [0.4.1]

- Adding AWS Nova models to Bedrock Converse (#17139)

### `llama-index-llms-ollama` [0.4.2]

- Ollama LLM: Added TypeError exception to `_get_response_token_counts` (#17150)

### `llama-index-llms-sambanovasystems` [0.4.3]

- changes in openai identification in url (#17161)

### `llama-index-memory-mem0` [0.2.1]

- Fix mem0 version check (#17159)

### `llama-index-multi-modal-llms-openai` [0.4.0]

- fix: make OpenAIMultiModal work with new ChatMessage (#17138)

### `llama-index-postprocessor-bedrock-rerank` [0.3.0]

- Add AWS Bedrock Reranker (#17134)

### `llama-index-readers-file` [0.4.1]

- update doc id for unstructured reader (#17160)

### `llama-index-retrievers-duckdb-retriever` [0.4.0]

- fix: use prepared statement in DuckDBRetriever (#17092)

### `llama-index-vector-stores-postgres` [0.3.2]

- Create tables for pgvector regardless of schema status (#17100)

### `llama-index-vector-stores-weaviate` [1.2.4]

- make alpha not none in weaviate (#17163)
- Make Weaviate Vector Store integration work with complex properties (#17129)
- Add support for `IS_EMPTY` metadata filters to Weaviate Vector Store integration (#17128)
- Make Weaviate Vector Store integration support nested metadata filtering (#17107)

## [2024-11-26]

### `llama-index-core` [0.12.2]

- improve traceback logging for workflows (#17040)
- Initial version of checkpointing for Workflows (#17006)
- Fix base component tests (#17062)
- mark code splitter tests as optional (#17060)
- update contributing guide and dev deps (#17051)
- fix Handling of WorkflowDone exception (#17047)

### `llama-index-embeddings-vertex` [0.3.1]

- remove pyarrow from vertex deps (#16997)

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

- IBM watsonx.ai acomplete & achat integration (#17034)

### `llama-index-llms-openai` [0.3.2]

- fixes tool_choice in certain scenarios for openai (#17058)

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

- Fix: update perplexity models, add unit tests and minor fixes (#17045)

### `llama-index-llms-vertex` [0.4.1]

- remove pyarrow from vertex deps (#16997)

### `llama-index-multi-modal-llms-huggingface` [0.2.1]

- Add stream_chat and conditionally set AutoModelClass to MllamaForConditionalGeneration (#17031)

### `llama-index-readers-box` [0.3.1]

- Fix box api - mypy breakage (#17061)

### `llama-index-vector-stores-deeplake` [0.3.2]

- deeplake v3 backward compatibility (#17057)

### `llama-index-vector-stores-mongodb` [0.6.0]

- MongoDB Atlas: Adds search index commands and tests/examples of metadata filters (#15265)

### `llama-index-vector-stores-postgres` [0.3.1]

- check if schema exists before doing rest of init during pgvector table creation (#17063)

## [2024-11-20]

### `llama-index-core` [0.12.1]

- Pin pydantic to `<2.10` temporarily
- feat[react-multimodal]: add gemini support for images in MultimodalReActAgentWorker (#16992)

### `llama-index-indices-managed-llama-cloud` [0.6.2]

- api_key typo in llama-cloud-index (#17001)

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

- Add support for latest gpt-4o model (#17015)

### `llama-index-llms-zhipuai` [0.2.1]

- zhipuai add stop param to api (#16996)

### `llama-index-multi-modal-llms-mistralai` [0.3.1]

- Add support for mistral latest models (#16991)

### `llama-index-multi-modal-llms-replicate` [0.3.1]

- Fix: Correct typo in replicate multi modal package (#16998)

### `llama-index-vector-stores-pinecone` [0.4.1]

- add get_nodes to pinecone (#17007)

## [2024-11-17]

**NOTE:** Updating to v0.12.0 will require bumping every other `llama-index-*` package! Every package has had a version bump. Only notable changes are below.

### `llama-index-core` [0.12.0]

- Dropped python3.8 support, Unpinned numpy (#16973)
- Kg/dynamic pg triplet retrieval limit (#16928)

### `llama-index-indices-managed-llama-cloud` [0.6.1]

- Add ID support for LlamaCloudIndex & update from_documents logic, modernize apis (#16927)
- allow skipping waiting for ingestion when uploading file (#16934)
- add support for files endpoints (#16933)

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

- Add Custom Prompt Parameter (#16976)

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

- minor fix for messages/completion to prompt (#15729)

### `llama-index-llms-bedrock-converse` [0.4.0]

- Fix async streaming with bedrock converse (#16942)

### `llama-index-multi-modal-llms-nvidia` [0.2.0]

- add vlm support (#16751)

### `llama-index-readers-confluence` [0.3.0]

- Permit passing params to Confluence client (#16961)

### `llama-index-readers-github` [0.5.0]

- Add base URL extraction method to GithubRepositoryReader (#16926)

### `llama-index-vector-stores-weaviate` [1.2.0]

- Allow passing in Weaviate vector store kwargs (#16954)

## [2024-11-11]

### `llama-index-core` [0.11.23]

- Fix workflow timeout when streaming and exception happens (#16852)
- New function for core.multi_modal_llms.generic_utils (#16896)
- Added docstrings and unit tests for core.multimodal (#16872)
- actually setting num_workers = num_cpus for ingestion pipeline (#16803)

### `llama-index-embeddings-nvidia` [0.2.5]

- skip model validation for nvdev embedding models (#16883)

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

- Add ModelScope embedding support (#16873)

### `llama-index-graph-stores-kuzu` [0.4.0]

- BREAKING: Update relationship table label nomenclature, existing graphs will need to be recreated (#16886)

### `llama-index-llms-anthropic` [0.4.0]

- use new anthropic token counting api (#16909)

### `llama-index-llms-bedrock-converse` [0.3.8]

- Add inference profile support to Bedrock Converse and add Llama 3.1/3.2 (#16827)

### `llama-index-llms-nvidia` [0.2.7]

- skip model validation for nvdev llm models (#16882)

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

- Fix modelscope 'pipeline' referenced before assignment (#16864)

### `llama-index-llms-ollama` [0.3.6]

- fix ignoring tool calls in additional kwargs of messages (#16764)

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

- add siliconflow llm class (#16861)

### `llama-index-postprocessor-tei-rerank` [0.2.1]

- fix top-n parameter in TEI reranker (#16884)

### `llama-index-readers-gitbook` [0.2.0]

- add gitbook reader (#16862)

### `llama-index-readers-google` [0.4.3]

- feat: add relative file path google drive (#16907)

### `llama-index-readers-file` [0.3.0]

- Bump versions and update pypdf dependency to 5.1.0 (#16905)

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

- Add UserAgent header "llamaindex-python" for azure search (#16895)

### `llama-index-vector-stores-clickhouse` [0.3.2]

- fix clickhouse init in vector store (#16903)

## [2024-11-05]

### `llama-index-core` [0.11.22]

- bring back support for prompt templates in context chat engines (#16821)
- Fixed the JSON Format of Generated Sub-Question (double curly brackets) (#16820)
- markdown splitter improve metadata (#16789)
- fix empty index + generation synthesizer (#16785)

### `llama-index-embeddings-azure-inference` [0.2.4]

- Support for api_version and Azure AI model inference service (#16802)

### `llama-index-embeddings-gemini` [0.2.2]

- fix await-async-embeddings (#16790)

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

- add siliconflow embedding class (#16753)

### `llama-index-indices-managed-vectara` [0.2.4]

- Hotfix: Chain Query Configuration (#16818)

### `llama-index-llms-anthropic` [0.3.9]

- Add Anthropic Claude Haiku 3.5 to the list of supported Claude models (#16823)

### `llama-index-llms-azure-inference` [0.2.4]

- Support for api_version and Azure AI model inference service (#16802)

### `llama-index-llms-bedrock` [0.2.6]

- Add Anthropic Claude Haiku 3.5 to the list of supported Claude models for bedrock and bedrock-converse integrations (#16825)

### `llama-index-llms-bedrock-converse` [0.3.7]

- Add Anthropic Claude Haiku 3.5 to the list of supported Claude models for bedrock and bedrock-converse integrations (#16825)

### `llama-index-llms-dashscope` [0.2.5]

- More tolerant definition of LLMMetadata information (#16830)
- Fix abstract method signature error (#16809)

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

- remove beam search param for latest vllm (#16817)

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

- Add ColPali as reranker (#16829)

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

- add siliconflow rerank class (#16737)

### `llama-index-readers-microsoft-onedrive` [0.2.2]

- fix: add required_exts for one drive reader (#16822)

### `llama-index-vector-stores-chroma` [0.3.0]

- Support breaking changes to filter syntax in latest chroma (#16806)

### `llama-index-vector-stores-pinecone` [0.3.0]

- support sparse embedding models, fix delete for serverless for pinecone (#16819)

## [2024-10-31]

### `llama-index-core` [0.11.21]

- Fixed issue with default value set as None for workflow `ctx.get()` (#16756)
- fix various issues with react agent streaming (#16755)
- add unit test for query pipeline (#16749)
- Fix \_merge_ref_doc_kv_pairs duped for-loop (#16739)
- bugfix: determine if nodes is none when creating index (#16703)
- fixes LLMRerank default_parse_choice_select_answer_fn parsing issue (#16736)
- fix return type check on workflows (#16724)
- Fixing a verbose issue and making sql errors more informative (#16686)

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

- add siliconflow embedding class (#16753)

### `llama-index-graph-stores-falkordb` [0.2.4]

- Multi-Graph-Supported-FalkorDB (#16482)

### `llama-index-llms-anthropic` [0.3.8]

- adding additional claude model name, for vertex AI (#16692)

### `llama-index-llms-bedrock-converse` [0.3.6]

- Added mistral large2 model id in bedrock (#16742)
- Improve Bedrock Tool Calling (#16723)
- add new sonnet3.5 to function calling bedrock converse models (#16702)
- update bedrock models (#16698)

### `llama-index-llms-bedrock` [0.2.5]

- Added mistral large2 model id in bedrock (#16742)
- add new sonnet3.5 to function calling bedrock converse models (#16702)
- update bedrock models (#16698)

### `llama-index-llms-cohere` [0.3.2]

- Adding support to the new Aya-Expanse models from Cohere (#16733)

### `llama-index-llms-dashscope` [0.2.3]

- DashScope llm support async (#16711)

### `llama-index-llms-nvidia` [0.3.4]

- add nvidia/llama-3.2-nv-embedqa-1b-v1 to set of supported models (#16694)

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

- Pipeshift llama index integration (#16610)

### `llama-index-memory-mem0` [0.1.0]

- add Mem0 as a memory (#16708)

### `llama-index-multi-modal-llms-anthropic` [0.2.4]

- Fix anthropic multimodal deps conflict, update models (#16699)

### `llama-index-node-parser-docling` [0.2.0]

- feat: update Docling reader & node parser to Docling v2 (#16677)

### `llama-index-postprocessor-nvidia-rerank` [0.3.3]

- add nvidia/llama-3.2-nv-rerankqa-1b-v1 to set of supported models (#16695)

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

- add siliconflow rerank class (#16737)

### `llama-index-readers-docling` [0.2.0]

- feat: update Docling reader & node parser to Docling v2 (#16677)

### `llama-index-readers-microsoft-onedrive` [0.2.1]

- feat: add permissions to one drive metadata (#16646)

### `llama-index-storage-chat-store-azure` [0.2.4]

- Add Managed Identity authentication support for Azure storage components (#16710)
- Add missing awaits in azure chat store (#16645)

### `llama-index-storage-docstore-azure` [0.2.1]

- Add Managed Identity authentication support for Azure storage components (#16710)

### `llama-index-storage-index-store-azure` [0.3.1]

- Add Managed Identity authentication support for Azure storage components (#16710)

### `llama-index-storage-kvstore-azure` [0.2.1]

- Add Managed Identity authentication support for Azure storage components (#16710)

### `llama-index-tools-openai-image-generation` [0.3.0]

- Makes the tool more compatible with the options, also for the future (#16676)

### `llama-index-tools-vectara-query` [0.1.0]

- Add Vectara Query Tool (#16722)

### `llama-index-vector-stores-azureaisearch` [0.2.6]

- Allow defining retrievable fields in Azure Vector Store (#16766)
- feat: add get_nodes azureai search (#16761)
- Added get_nodes() function in AISearch vector store (#16653)
- Fix querying for ID in AzureAISearchVectorStore (fixes delete_nodes by node_ids) (#16769)

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

- Fixed issue with persistence, rearranged and added new options to construction of HnswlibVectorStore (#16673)

### `llama-index-vector-stores-opensearch` [0.4.1]

- Init OpensearchVectorClient with `os_async_client` (#16767)

### `llama-index-vector-stores-qdrant` [0.3.3]

- chore: add embeddings on qdrant get_nodes return (#16760)

### `llama-index-vector-stores-weaviate` [1.1.3]

- add default ID if node ID is not provided (#16671)

## [2024-10-24]

### `llama-index-core` [0.11.20]

- [actually nothing!]

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

- Add support for cohere multi-modal embeddings (#16667)

### `llama-index-embeddings-litellm` [0.2.2]

- support timeout param in litellmembedding (#16532)

### `llama-index-graph-stores-neo4j` [0.3.5]

- Make neo4j schema refresh configurable (#16651)
- fix: receive warnings from dbms server in neo4j queries (#16598)

### `llama-index-indices-managed-vectara` [0.2.3]

- add chain postprocessing for vectara (#16627)

### `llama-index-llms-anthropic` [0.3.7]

- update anthropic model names (#16643)

### `llama-index-llms-openai` [0.2.16]

- fix: skip processing of choice.delta when it is None (#16636)

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

- Reka llamaindex integration (llm and multi-modal-llm) (#15753)

### `llama-index-multi-modal-llms-reka` [0.1.0]

- Reka llamaindex integration (llm and multi-modal-llm) (#15753)

### `llama-index-postprocessor-dashscope-rerank` [0.2.1]

- Fix BUG where the api_key parameter is not set when calling DashScopeRerank (#16665)

### `llama-index-readers-microsoft-sharepoint` [0.3.4]

- add retry logic to requests in cases where access token expires (#16662)

### `llama-index-storage-docstore-mongodb` [0.2.1]

- fix missing dependency error for mongodb docstore (#16654)

### `llama-index-storage-docstore-couchbase` [0.1.0]

- Add support for Couchbase for DocStore & IndexStore (#16509)

### `llama-index-storage-kvstore-couchbase` [0.1.0]

- Add support for Couchbase for DocStore & IndexStore (#16509)

### `llama-index-storage-index-store-couchbase` [0.1.0]

- Add support for Couchbase for IndexStore (#16509)

### `llama-index-storage-kvstore-mongodb` [0.2.1]

- add missing dependency for mongodb kvstore (#16632)

### `llama-index-utils-workflow` [0.2.2]

- Fix drawing for HITL (#16624)

## [2024-10-18]

### `llama-index-core` [0.11.19]

- Raise errors in instrumentation properly when handling asyncio futures (#16603)
- fix: pass params to VectorStoreQuery properly in PGRetriever (#16586)
- Fix structured predict type hints (#16585)
- Add async version of retry_on_exceptions_with_backoff utility (#16374)
- Refine CONTRIBUTING.md Documentation (#16548)

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

- Add embedding integration with Intel Gaudi in llama-index-embeddings-gaudi (#16521)

### `llama-index-embeddings-openvino` [0.4.1]

- Add OpenClip support through OpenVINO embedding (#16554)

### `llama-index-graph-stores-neo4j` [0.3.4]

- fix: remove warnings from dbms server in neo4j queries (#16598)

### `llama-index-llms-ibm` [0.2.2]

- IBM watsonx.ai Chat integration + function calling support (#16589)

### `llama-index-llms-mistralai` [0.2.7]

- Add support for mistral latest models (#16571)

### `llama-index-llms-openai` [0.2.15]

- Added check for fine-tuned models in function_calling method (#16568)
- allow passing in openai clients directly (#16560)

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

- Use Replicate streaming API (#16597)

### `llama-index-multi-modal-llms-openvino` [0.1.0]

- Add OpenVINO multimodal support (#16567)

### `llama-index-multi-modal-llms-zhipuai` [0.1.0]

- add zhipuai multi modal llm class (#16551)

### `llama-index-readers-google` [0.4.2]

- Use port of redirect uri in credential file to run local server in GoogleDocsReader (#16327)

### `llama-index-storage-chat-store-postgres` [0.1.0]

- feat: postgres chat store Integration (#16557)

### `llama-index-storage-chat-store-upstash` [0.1.2]

- Fix pydantic errors in upstash chat store (#16559)

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

- Add DiskANN for Azure Cosmos DB Mongo vector store (#16581)

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

- Hnswlib Vector Store integration (#16443)

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

- Add vector store integration of OceanBase (#16550)

### `llama-index-vector-stores-qdrant` [0.3.2]

- Added optional name of text field in Qdrant vector database. (#16576)

## [2024-10-14]

### `llama-index-core` [0.11.18]

- Handle Empty Nodes List in PG Retrieval while adding text (#16447)
- Improved text2sql parsing (#16445)

### `llama-index-embeddings-litellm` [0.2.2]

- support timeout param in litellmembedding (#16532)

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

- add zhipuai embedding class (#16505)

### `llama-index-graph-stores-memgraph` [0.1.0]

- Add Memgraph Graph Store Integration (#16345)

### `llama-index-llms-anthropic` [0.3.6]

- Add anthropic bedrock support (#16478)

### `llama-index-llms-databricks` [0.2.1]

- Fix Databricks structured_predict (#16527)

### `llama-index-multi-modal-llms-anthropic` [0.2.3]

- Propagate default_headers in AnthropicMultiModal (#16496)

### `llama-index-readers-document360` [0.1.0]

- Added Document360Reader. Contributed by the PLACE team. (#16305)

### `llama-index-readers-zyte-serp` [0.1.0]

- Add Zyte serp integration (#16417)

### `llama-index-readers-upstage` [0.2.1]

- Added UpstageDocumentParseReader (#16099)

### `llama-index-storage-chat-store-azure` [0.2.2]

- Fix async methods in azure chat store (#16531)

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

- Fix format temp function (#16487)

### `llama-index-vector-stores-elasticsearch` [0.3.3]

- Add Support for Custom Metadata Keyword Suffix in Elasticsearch Integration (#16519)

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

- Add vector store integration for Nile (multi-tenant postgres) (#16437)

### `llama-index-vector-stores-opensearch` [0.4.0]

- Use efficient kNN filtering, fix filtering when input value is array of string (#16393)

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

- Various fixes for Oracle vector store integration (#16536)

### `llama-index-vector-stores-qdrant` [0.3.1]

- Update model name typo in Qdrant utils.py (#16494)

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

- fix timescale vector store class (#16539)

### `llama-index-vector-stores-weaviate` [1.1.2]

- Fixed issue for similarity score from Weaviate (#16489)

## [2024-10-08]

### `llama-index-core` [0.11.17]

- Fix ChatMessage serialization with janky openai types (#16410)

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

- fix gemini embedding async method (#16369)

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

- Add llm integration with Intel Gaudi in llama-index-llms-gaudi (#16308)

### `llama-index-llms-openai` [0.2.12]

- don't include tool calls if there was none (#16408)

### `llama-index-multi-modal-llms-huggingface` [0.1.1]

- LlamaMultiModal class bug fix (#16413)
- MultiModal.HuggingFaceMultiModal: fix errors and README, add stream_complete (#16376)

### `llama-index-node-parser-docling` [0.1.0]

- feat: add Docling reader and node parser (#16406)

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

- feat: add Docling reader and node parser (#16406)

### `llama-index-readers-zyte-serp` [0.1.0]

- Add Zyte serp integration (#16417)

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

- fix(bug): fixed bug with ensuring the metadata_mapping value (#16431)

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

- Add ObjectBox Vector Store Integration (#16314)

## [2024-10-03]

### `llama-index-core` [0.11.16]

- Treat non-dict tool JSON function arguments as empty (instead of unexpected raise) (#16316)
- Fixing instrumentation for workflows (#16290)
- (workaround) Suppress token detaching exception during workflow tracing (#16364)
- Raise warning instead of error when nodes have no content (#16354)
- Fix typo in BasePGRetriever causing graph context to not be added (#16357)

### `llama-index-embeddings-vertex-endpoint` [0.1.0]

- adding vertex endpoint embedding (#16351)

### `llama-index-llms-fireworks` [0.2.1]

- Adding support in FireworksAI for Meta 3.2 Models: 1b-instruct; 3b-instruct; 11b-vision; 90b-vision (#16349)

### `llama-index-multi-modal-llms-openai` [0.2.1]

- Refactor OpenAI `update_tool_calls` (#16309)

### `llama-index-vector-stores-milvus` [0.2.7]

- Add support for nested MetadataFilters and FilterOperator.IS_EMPTY (#16329)

## [2024-10-02]

### `llama-index-core` [0.11.15]

- added `to_dict()`, `from_dict()` and serializers for workflow context (#16250)
- Ability to cancel workflow execution with `handler.cancel_run()` (#16320)
- (breaking) Refactor `WorkflowHandler.run_step()` so user manually emits Event to start next step in workflow (#16277)

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

- Oraclevs integration (#16161)

### `llama-index-experimental` [0.4.0]

- nudge-ft package and add an example for expanding your dataset (#16269)

### `llama-index-llms-anthropic` [0.3.3]

- Add support for prompt caching for Anthropic LLM (#16270)

### `llama-index-llms-gemini` [0.3.6]

- Output token usage in raw data for Google Gemini LLMs (#16313)

### `llama-index-llms-openai` [0.2.10]

- add 4o mini to azure openai models (#16335)

### `llama-index-llms-vertex` [0.3.7]

- Rremoving safety settings from generation config for Vertex AI models (#16337)

### `llama-index-multi-modal-llms-huggingface` [0.1.0]

- LlamaIndex Multi_Modal_Llms Integration: Huggingface (#16133)

### `llama-index-readers-minio` [0.2.1]

- rm extra print statements & replace create tmpfile function (#16291)

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

- Oraclevs integration (#16161)

### `llama-index-readers-web` [0.2.3]

- Add Zyte Web Reader (#16197)

### `llama-index-retrievers-bm25` [0.4.0]

- bump deps for latest bm25s version (#16339)
- Update BM25 retriever to use metadata (#16267)

### `llama-index-storage-chat-store-redis` [0.3.2]

- fix check for async client in redis chat store (#16321)

### `llama-index-storage-chat-store-upstash` [0.1.0]

- Upstash Storage Chat Store Integration (#16237)

### `llama-index-vector-stores-milvus` [0.2.6]

- milvus: always set self.\_collection (#16306)
- Fix milvus collection creation with index_config (#16165)

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

- Oracledb integration (#16161)

## `llama-index-vector-stores-postgres` [0.2.6]

- Support TEXT_MATCH FilterOperator in Postgres Vector Store (#16304)

## [2024-09-26]

### `llama-index-core` [0.11.14]

- Enhance insert Method in BaseIndex to Support Customizable Transformations (#16206)
- Ensure ChatMemoryBuffer's chat history never begins with a TOOL message (#16214)
- safe prompt helper string formatting (#16219)
- [Feature Request] Support max concurrent workflow_instance.run() executions (#16215)
- Workflows + Human In The Loop Dedicated Support (#16220)

### `llama-index-graph-stores-neptune` [0.2.2]

- fix NoneType object error when passing in provided client (#16174)

### `llama-index-llms-ollama` [0.3.3]

- fix ollama chat missing `keep_alive` (#16182)

### `llama-index-llms-vertex` [0.3.6]

- Fix vertex init function (#16216)

### `llama-index-multi-modal-llms-mistral` [0.1.0]

- Add support for Mistral Multi modal LLM (#16191)

### `llama-index-readers-jira` [0.3.0]

- Add pagination support for Jira Reader (#16226)

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

- Azure Cosmos DB Filtered Vector Search (#16175)

### `llama-index-vector-stores-azurecosmosnosql` [1.1.0]

- Azure Cosmos DB Filtered Vector Search (#16175)

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

- Add missing JWT dependency (#16236)

## [2024-09-24]

### `llama-index-core` [0.11.13]

- add option for string node representation during retireval in property graphs (#16100)
- improve markdown element node parser and structured prediction reliability (#16172)

### `llama-index-graph-stores-neptune` [0.2.1]

- Fixed issue where Neptune was adding additional labels (#16137)

### `llama-index-llms-vertext` [0.3.5]

- Pass safety_settings to send_message methods to fix settings not being sent to API (#16153)

### `llama-index-readers-box` [0.2.3]

- upgrading box sdk to >= 1.5.0 #16169

### `llama-index-storage-chat-store-dynamodb` [0.2.0]

- Async support for dynamodb (#16139)

### `llama-index-storage-chat-store-redis` [0.3.1]

- Async support for redis (#16139)

### `llama-index-vector-stores-astra-db` [0.3.0]

- Depend on AstraPy 1.5 and above for AstraDBVectorStore (#16164)

## [2024-09-22]

### `llama-index-core` [0.11.12]

- Correct Pydantic warning(s) issed for llm base class (#16141)
- globally safe format prompt variables in strings with JSON (#15734)
- account for tools in prompt helper and response synthesizers (#16157)

### `llama-index-readers-google` [0.4.1]

- feat: add drive link to google drive reader metadata (#16156)

### `llama-index-readers-microsoft-sharepoint` [0.3.2]

- Add required_exts option to SharePoint reader (#16152)

### `llama-index-vector-stores-milvus` [0.2.4]

- Support user-defined schema in MilvusVectorStore (#16151)

## [2024-09-20]

### `llama-index-core` [0.11.11]

- Use response synthesizer in context chat engines (#16017)
- Async chat memory operation (#16127)
- Sql query add option for markdown response (#16103)
- Add support for Path for SimpleDirectoryReader (#16108)
- Update chat message class for multi-modal (#15969)
- fix: `handler.stream_events()` doesn't yield StopEvent (#16115)
- pass `hybrid_top_k` in vector retriever (#16105)

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

- fix elasticsearch embedding async function (#16083)

### `llama-index-embeddings-jinaai` [0.3.1]

- feat: update JinaEmbedding for v3 release (#15971)

### `llama-index-experimental` [0.3.3]

- Enhance Pandas Query Engine Output Processor (#16052)

### `llama-index-indices-managed-vertexai` [0.1.1]

- fix incorrect parameters in VertexAIIndex client (#16080)

### `llama-index-node-parser-topic` [0.1.0]

- Add TopicNodeParser based on MedGraphRAG paper (#16131)

### `llama-index-multi-modal-llms-ollama` [0.3.2]

- Implement async for multi modal ollama (#16091)

### `llama-index-postprocessor-cohere-rerank` [0.2.1]

- feat: add configurable base_url field in rerank (#16050)

### `llama-index-readers-file` [0.2.2]

- fix bug missing import for bytesio (#16096)

### `llama-index-readers-wordpress` [0.2.2]

- Wordpress: Allow control of whether Pages and/or Posts are retrieved (#16128)
- Fix Issue 16071: wordpress requires username, password (#16072)

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

- fix hybrid search with latest lancedb client (#16057)

### `llama-index-vector-stores-mongodb` [0.3.0]

- Fix mongodb hybrid search top-k specs (#16105)

## [2024-09-16]

### `llama-index-core` [0.11.10]

- context/result refactor for workflows (#16036)
- add sparse embedding abstraction (#16018)
- Fix Pydantic models numeric validation (#16008)
- Human in loop workflow example (#16011)

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

- opik integration (#16007)

### `llama-index-indices-managed-llama-cloud` [0.3.1]

- update llamacloud index with image nodes (#15996)

### `llama-index-indices-managed-vectara` [0.2.2]

- Hotfix: Fix Citations Text (#16015)

### `llama-index-llms-huggingface` [0.3.4]

- Fix: unnecessary warning issue in HuggingFace LLM when tokenizer is provided as argument (#16037)

### `llama-index-readers-dashvector` [0.3.0]

- fix: new Data Connector adaption for DashVector (#16028)

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

- add quip reader (#16000)

### `llama-index-sparse-embeddings-fastembed` [0.1.0]

- add fastembed sparse embeddings (#16018)

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

- Fix: get all documents from Elasticsearch KVStore (#16006)

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

- temporarily limit lancedb version (#16045)

### `llama-index-vector-stores-postgres` [0.2.5]

- Implement `get_nodes()` on PGVectorStore (#16026)

## [2024-09-12]

### `llama-index-core` [0.11.9]

- Add callback manager to retriever query engine from args (#15990)
- Do not pass system prompt from fn calling runner to fn calling worker (#15986)
- fix: Error when parsing react output if tool name contains non-English characters (#15956)

### `llama-index-embeddings-alibabacloud-aisearch` [0.1.0]

- Add four alibabacloud-aisearch llama-index integrations: rerank, node_parser, readers, embeddings (#15934)

### `llama-index-experimental` [0.3.1]

- Add NUDGE Finetuning (#15954)

### `llama-index-graph-stores-falkordb` [0.2.2]

- update falkordb client (#15940)

### `llama-index-llms-openai` [0.2.5]

- Add support for o1 openai models (#15979)
- force temp to 1.0 for o1 (#15983)

### `llama-index-node-parser-alibabacloud-aisearch` [0.1.0]

- Add four alibabacloud-aisearch llama-index integrations: rerank, node_parser, readers, embeddings (#15934)

### `llama-index-postprocessor-alibabacloud-aisearch-rerank` [0.1.0]

- Add four alibabacloud-aisearch llama-index integrations: rerank, node_parser, readers, embeddings (#15934)

### `llama-index-readers-alibabacloud-aisearch` [0.1.0]

- Add four alibabacloud-aisearch llama-index integrations: rerank, node_parser, readers, embeddings (#15934)

### `llama-index-vector-stores-opensearch` [0.3.0]

- Differentiate sync and async calls in OpenSearchVectorClient (#15945)

### `llama-index-vector-stores-postgres` [0.2.4]

- fix attribute error in PGVectorStore (#15961)
- add support for engine parameters (#15951)

### `llama-index-vector-stores-wordlift` [0.4.5]

- Catch nest_asyncio errors (#15975)

## [2024-09-09]

### `llama-index-core` [0.11.8]

- feat: Add a retry policy config to workflow steps (#15757)
- Add doc id to Langchain format conversions (#15928)

### `llama-index-chat-store-dynamodb` [0.1.0]

- Add DynamoDBChatStore (#15917)

### `llama-index-cli` [0.3.1]

- Fix RagCLI pydantic error (#15931)

### `llama-index-llms-alibabacloud-aisearch` [0.1.0]

- add llama-index llms alibabacloud_aisearch integration (#15850)

### `llama-index-llms-mistralai` [0.2.3]

- Make default mistral model support function calling with `large-latest` (#15906)

### `llama-index-llms-vertex` [0.3.4]

- Add InternalServerError to retry decorator (#15921)

### `llama-index-postprocessor-rankllm-rerank` [0.3.0]

- Update RankLLM with new rerankers (#15892)

### `llama-index-vector-stores-azurecosmosnosql` [1.0.0]

- Adding vector store for Azure Cosmos DB NoSql (#14158)

### `llama-index-readers-microsoft-sharepoint` [0.3.1]

- Fix error handling in sharepoint reader, fix error with download file (#15868)

### `llama-index-vector-stores-wordlift` [0.4.4]

- Adding support for MetadataFilters to WordLift Vector Store (#15905)

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

- Opensearch Serverless filtered query support using knn_score script (#15899)

## [2024-09-06]

### `llama-index-core` [0.11.7]

- Make SentenceSplitter's secondary_chunking_regex optional (#15882)
- force openai structured output (#15706)
- fix assert error, add type ignore for streaming agents (#15887)
- Fix image document deserialization issue (#15857)

### `llama-index-graph-stores-kuzu` [0.3.2]

- Bug fix for KuzuPropertyGraphStore: Allow upserting relations even when chunks are absent (#15889)

### `llama-index-llms-bedrock-converse` [0.3.0]

- Removed unused llama-index-llms-anthropic dependency from Bedrock Converse (#15869)

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

- Fix PGVectorStore with latest pydantic, update pydantic imports (#15886)

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

- Add TablestoreVectorStore (#15657)

## [2024-09-05]

### `llama-index-core` [0.11.6]

- add llama-deploy docs to docs builds (#15794)
- Add oreilly course cookbooks (#15845)

### `llama-index-readers-box` [0.2.1]

- Various bug fixes (#15836)

### `llama-index-readers-file` [0.2.1]

- Update ImageReader file loading logic (#15848)

### `llama-index-tools-box` [0.2.1]

- Various bug fixes (#15836)

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

- Refresh Opensearch index after delete operation (#15854)

## [2024-09-04]

### `llama-index-core` [0.11.5]

- remove unneeded assert in property graph retriever (#15832)
- make simple property graphs serialize again (#15833)
- fix json schema for fastapi return types on core components (#15816)

### `llama-index-llms-nvidia` [0.2.2]

- NVIDIA llm: Add Completion for starcoder models (#15802)

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

- add ollama response usage (#15773)

### `llama-index-readers-dashscope` [0.2.1]

- fix pydantic v2 validation errors (#15800)

### `llama-index-readers-discord` [0.2.1]

- fix: convert Document id from int to string in DiscordReader (#15806)

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

- Add MariaDB vector store integration package (#15564)

## [2024-09-02]

### `llama-index-core` [0.11.4]

- Add mypy to core (#14883)
- Fix incorrect instrumentation fields/types (#15752)
- FunctionCallingAgent sources bug + light wrapper to create agent (#15783)
- Add text to sql advanced workflow nb (#15775)
- fix: remove context after streaming workflow to enable streaming again (#15776)
- Fix chat memory persisting and loading methods to use correct JSON format (#15545)
- Fix `_example_type` class var being read as private attr with Pydantic V2 (#15758)

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

- add dimensions param to LiteLLMEmbedding, fix a bug that prevents reading vars from env (#15770)

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

- Bugfix upstage embedding when initializing the UpstageEmbedding class (#15767)

### `llama-index-embeddings-sagemaker-endpoint` [0.2.2]

- Fix Sagemaker Field required issue (#15778)

### `llama-index-graph-stores-falkordb` [0.2.1]

- fix relations upsert with special chars (#15769)

### `llama-index-graph-stores-neo4j` [0.3.1]

- Add native vector index support for neo4j lpg and fix vector filters (#15759)

### `llama-index-llms-azure-inference` [0.2.2]

- fix: GitHub Models metadata retrieval (#15747)

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

- Update `base.py` to fix `self` issues (#15729)

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

- add ollama response usage (#15773)

### `llama-index-llms-sagemaker-endpoint` [0.2.2]

- Fix Sagemaker Field required issue (#15778)

### `llama-index-multi-modal-llms-anthropic` [0.2.1]

- Support image type detection without knowing the file name (#15763)

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

- feat: implement get_nodes for MilvusVectorStore (#15696)

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

- fix: tencentvectordb inconsistent attribute name (#15733)

## [2024-08-29]

### `llama-index-core` [0.11.3]

- refact: merge Context and Session to simplify the workflows api (#15709)
- chore: stop using deprecated `ctx.data` in workflows docs (#15716)
- fix: stop streaming workflow events when a step raises (#15714)
- Fix llm_chat_callback for multimodal llms (#15700)
- chore: Increase unit tests coverage for the workflow package (#15691)
- fix SimpleVectorStore.from_persist_dir() behaviour (#15534)

### `llama-index-embeddings-azure-openai` [0.2.5]

- fix json serialization for azure embeddings (#15724)

### `llama-index-graph-stores-kuzu` [0.3.0]

- Add KuzuPropertyGraphStore (#15678)

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

- added new User Defined Function reranker (#15546)

### `llama-index-llms-mistralai` [0.2.2]

- Fix `random_seed` type in mistral llm (#15701)

### `llama-index-llms-nvidia` [0.2.1]

- Add function/tool calling support to nvidia llm (#15359)

### `llama-index-multi-modal-llms-ollama` [0.3.0]

- bump ollama client deps for multimodal llm (#15702)

### `llama-index-readers-web` [0.2.1]

- Fix: Firecrawl scraping url response (#15720)

### `llama-index-selectors-notdiamond` [0.1.0]

- Adding Not Diamond to llama_index (#15703)

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

- MMR in Milvus vector stores (#15634)
- feat: implement get_nodes for MilvusVectorStore (#15696)

## [2024-08-27]

### `llama-index-core` [0.11.2]

- fix tool schemas generation for pydantic v2 to handle nested models (#15679)
- feat: support default values for nested workflows (#15660)
- feat: allow FunctionTool with just an async fn (#15638)
- feat: Allow streaming events from steps (#15488)
- fix auto-retriever pydantic indent error (#15648)
- Implement Router Query Engine example using workflows (#15635)
- Add multi step query engine example using workflows (#15438)
- start traces for llm-level operations (#15542)
- Pass callback_manager to init in CodeSplitter from_defaults (#15585)

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

- Add Xinference Embedding Class (#15579)

### `llama-index-llms-ai21` [0.3.3]

- Integrations: AI21 function calling Support (#15622)

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

- Added support for anthropic models through GCP Vertex AI (#15661)

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

- Implement Cerebras Integration (#15665)

### `llama-index-postprocessor-nvidia-rerank` [0.3.1]

- fix downloaded nim endpoint path (#15645)
- fix llama-index-postprocessor-nvidia-rerank tests (#15643)

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

- add xinference rerank class (#15639)

### `llama-index-vector-stores-alibabacloud-opensearch` [0.2.1]

- fix set output fields in AlibabaCloudOpenSearchConfig (#15562)

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

- Upgrade azure-search-documents to 2024-07-01 GA API and Add Support for Scalar and Binary Quantization in Index Creation (#15650)

### `llama-index-vector-stores-neo4j` [0.2.1]

- Neo4j Vector Store: Make Embedding Dimension Check Optional (#15628)

### `llama-inde-vector-stores-milvus` [0.2.1]

- Change the default consistency level of Milvus (#15577)

### `llama-index-vector-stores-elasticsearch` [0.3.2]

- Fix the ElasticsearchStore key error (#15631)

## [2024-08-23]

### `llama-index-core` [0.11.1]

- Replacing client-side docs search with algolia (#15574)
- Add docs on extending workflows (#15573)
- rename method for nested workflows to add_workflows (#15596)
- chore: fix @step usage in the core codebase (#15588)
- Modify the validate function in ReflectionWorkflow example notebook to use pydantic model_validate_json method (#15567)
- feature: allow concurrent runs of the same workflow instance (#15568)
- docs: remove redundant pass_context=True from docs and examples (#15571)

### `llama-index-embeddings-openai` [0.2.3]

- fix openai embeddings with pydantic v2 (#15576)

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

- bump voyage ai embedding client dep (#15595)

### `llama-index-llms-vertex` [0.3.3]

- Vertex LLM: Correctly add function calling part to prompt (#15569)
- Vertex LLM: Remove manual setting of message content to Function Calling (#15586)

## [2024-08-22]

### `llama-index-core` [0.11.0]

- removed deprecated `ServiceContext` -- using this now will print an error with a link to the migration guide
- removed deprecated `LLMPredictor` -- using this now will print an error, any existing LLM is a drop-in replacement
- made `pandas` an optional dependency

### `Everything Else`

- bumped the minor version of every package to account for the new version of `llama-index-core`

## [2024-08-21]

### `llama-index-core` [0.10.68]

- remove nested progress bars in base element node parser (#15550)
- Adding exhaustive docs for workflows (#15556)
- Adding multi-strategy workflow with reflection notebook example (#15445)
- remove openai dep from core (#15527)
- Improve token counter to handle more response types (#15501)
- feat: Allow using step decorator without parentheses (#15540)
- feat: workflow services (aka nested workflows) (#15325)
- Remove requirement to specify "allowed_query_fields" parameter when using "cypher_validator" in TextToCypher retriever (#15506)

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

- fix mistral embeddings usage (#15508)

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

- use ollama client for embeddings (#15478)

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

- support static input shape for openvino embedding and reranker (#15521)

### `llama-index-graph-stores-neptune` [0.1.8]

- Added code to expose structured schema for Neptune (#15507)

### `llama-index-llms-ai21` [0.3.2]

- Integration: AI21 Tools support (#15518)

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

- Support token counting for llama-index integration with bedrock (#15491)

### `llama-index-llms-cohere` [0.2.2]

- feat: add tool calling support for achat cohere (#15539)

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

- Adding gigachat LLM support (#15313)

### `llama-index-llms-openai` [0.1.31]

- Fix incorrect type in OpenAI token usage report (#15524)
- allow streaming token counts for openai (#15548)

### `llama-index-postprocessor-nvidia-rerank` [0.2.1]

- add truncate support (#15490)
- Update to 0.2.0, remove old code (#15533)
- update default model to nvidia/nv-rerankqa-mistral-4b-v3 (#15543)

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

- Fixing the issues in loading file paths from bitbucket (#15311)

### `llama-index-readers-google` [0.3.1]

- enhance google drive reader for improved functionality and usability (#15512)

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

- check and sanitize remote reader urls (#15494)

### `llama-index-vector-stores-qdrant` [0.2.17]

- fix: setting IDF modifier in QdrantVectorStore for sparse vectors (#15538)

## [2024-08-18]

### `llama-index-core` [0.10.67]

- avoid nltk 3.9 since its broken (#15473)
- docs: openllmetry now uses instrumentation (#15443)
- Fix LangChainDeprecationWarning (#15397)
- Add get/set API to the Context and make it coroutine-safe (#15152)
- docs: Cleanlab's cookbook (#15352)
- pass kwargs in `async_add()` for vector stores (#15333)
- escape json in structured llm (#15404)
- docs: Add JSONAlyze Query Engine using workflows cookbook (#15408)

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

- Add GigaChat embedding (#15278)

### `llama-index-finetuning` [0.1.12]

- feat: Integrating Azure OpenAI Finetuning (#15297)

### `llama-index-graph-stores-neptune` [0.1.7]

- Exposed NeptuneQueryException and added additional debug information (#15448)
- Fixed issue #15414 and added ability to do partial matchfor Neptune Analytics (#15415)
- Use backticks to escape label (#15324)

### `llama-index-llms-cohere` [0.2.1]

- feat: add tool calling for cohere (#15144)

### `llama-index-packs-corrective-rag` [0.1.2]

- Ports over LongRAGPack, Corrective RAG Pack, and Self-Discover Pack to Workflows (#15160)

### `llama-index-packs-longrag` [0.1.1]

- Ports over LongRAGPack, Corrective RAG Pack, and Self-Discover Pack to Workflows (#15160)

### `llama-index-packs-self-discover` [0.1.2]

- Ports over LongRAGPack, Corrective RAG Pack, and Self-Discover Pack to Workflows (#15160)

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

- Enhance PreprocessReader (#15302)

## [2024-08-15]

### `llama-index-core` [0.10.66]

- Temporarily revert nltk dependency due to latest version being removed from pypi
- Add citation query engine with workflows example (#15372)
- bug: Semantic double merging splitter creates chunks larger thank chunk size (#15188)
- feat: make `send_event()` in workflows assign the target step (#15259)
- make all workflow events accessible like mappings (#15310)

### `llama-index-indices-managed-bge-m3` [0.1.0]

- Add BGEM3Index (#15197)

### `llama-index-llms-huggingface` [0.2.7]

- update HF's completion_to_prompt (#15354)

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

- Wrapper for SambaNova (Sambaverse and SambaStudio) with Llama-index (#15220)

### `llama-index-packs-code-hierarchy` [0.1.7]

- Update code_hierarchy.py adding php support (#15145)

### `llama-index-postprocessor-dashscope-rerank` [0.1.4]

- fix bug when calling llama-index-postprocessor-dashscope-rerank (#15358)

### `llama-index-readers-box` [0.1.2]

- Box refactor: Box File to Llama-Index Document adaptor (#15314)

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

- GCSReader: Implementing ResourcesReaderMixin and FileSystemReaderMixin (#15365)

### `llama-index-tools-box` [0.1.1]

- Box refactor: Box File to Llama-Index Document adaptor (#15314)
- Box tools for AI Agents (#15236)

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

- Check if hnsw index exists (#15287)

## [2024-08-12]

### `llama-index-core` [0.10.65]

- chore: bump nltk version (#15277)

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

- Box tools for AI Agents (#15236)

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

- feat: add default_headers to Gemini multi-model (#15296)

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

- chore: stop using ServiceContext from the clickhouse integration (#15300)

### `llama-index-experimental` [0.2.0]

- chore: remove ServiceContext usage from experimental package (#15301)

### `llama-index-extractors-marvin` [0.1.4]

- fix: MarvinMetadataExtractor functionality and apply async support (#15247)

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

- chore: bump black version (#15288)
- chore: bump nltk version (#15277)

### `llama-index-readers-microsoft-onedrive` [0.1.9]

- chore: bump nltk version (#15277)

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

- chore: bump nltk version (#15277)

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

- chore: bump nltk version (#15277)

### `llama-index-embeddings-litellm` [0.1.1]

- chore: bump nltk version (#15277)

### `llama-index-legacy` [0.9.48post1]

- chore: bump nltk version (#15277)

### `llama-index-packs-streamlit-chatbot` [0.1.5]

- chore: bump nltk version (#15277)

### `llama-index-embeddings-huggingface` [0.2.3]

- Feature: added multiprocessing for creating hf embedddings (#15260)

## [2024-08-09]

### `llama-index-core` [0.10.64]

- fix: children nodes not carrying metadata from source nodes (#15254)
- Workflows: fix the validation error in the decorator (#15252)
- fix: strip '''sql (Markdown SQL code snippet) in SQL Retriever (#15235)

### `llama-index-indices-managed-colbert` [0.2.0]

- Remove usage of ServiceContext in Colbert integration (#15249)

### `llama-index-vector-stores-milvus` [0.1.23]

- feat: Support Milvus collection properties (#15241)

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

- Update models supported by Cleanlab TLM (#15240)

### `llama-index-llms-huggingface` [0.2.6]

- add generation prompt to HF chat template (#15239)

### `llama-index-llms-openvino` [0.2.1]

- add generation prompt to HF chat template (#15239)

### `llama-index-graph-stores-neo4j` [0.2.14]

- Neo4jPropertyGraphStore.get() check for id prop (#15228)

### `llama-index-readers-file` [0.1.33]

- Fix fs.open path type (#15226)

## [2024-08-08]

### `llama-index-core` [0.10.63]

- add num_workers in workflow decorator to resolve step concurrancy issue (#15210)
- Sub Question Query Engine as workflow notebook example (#15209)
- Add Llamatrace to workflow notebooks (#15186)
- Use node hash instead of node text to match nodes in fusion retriever (#15172)

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

- handle mistral v1.0 client (#15229)

### `llama-index-extractors-relik` [0.1.1]

- Fix relik extractor skip error (#15225)

### `llama-index-finetuning` [0.1.11]

- handle mistral v1.0 client (#15229)

### `llama-index-graph-stores-neo4j` [0.2.14]

- Add neo4j generic node label (#15191)

### `llama-index-llms-anthropic` [0.1.17]

- Allow for images in Anthropic messages (#15227)

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

- handle mistral v1.0 client (#15229)

### `llama-index-packs-mixture-of-agents` [0.1.2]

- Update Mixture Of Agents llamapack with workflows (#15232)

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

- Fixed slack client ref in ToolSpec (#15202)

## [2024-08-06]

### `llama-index-core` [0.10.62]

- feat: Allow None metadata filter by using IS_EMPTY operator (#15167)
- fix: use parent source node to node relationships if possible during node parsing (#15182)
- Use node hash instead of node text to match nodes in fusion retriever (#15172)

### `llama-index-graph-stores-neo4j` [0.2.13]

- Neo4j property graph client side batching (#15179)

### `llama-index-graph-stores-neptune` [0.1.4]

- PropertyGraphStore support for Amazon Neptune (#15126)

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

- feat: add default_headers to Gemini model (#15141)

### `llama-index-llms-openai` [0.1.28]

- OpenAI: Support new strict functionality in tool param (#15177)

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

- Add support for full MetadataFilters in Opensearch (#15176)

### `llama-index-vector-stores-qdrant` [0.2.15]

- feat: Allow None metadata filter by using IS_EMPTY operator (#15167)

### `llama-index-vector-stores-wordlift` [0.3.0]

- Add support for fields projection and update sample Notebook (#15140)

## [2024-08-05]

### `llama-index-core` [0.10.61]

- Tweaks to workflow docs (document `.send_event()`, expand examples) (#15154)
- Create context manager to instrument event and span tags (#15116)
- keyval index store index store updated to accept custom collection suffix (#15134)
- make workflow context able to collect multiples of the same event (#15153)
- Fix `__str__` method for AsyncStreamingResponse (#15131)

### `llama-index-callbacks-literalai` [1.0.0]

- feat(integration): add a global handler for Literal AI (#15064)

### `llama-index-extractors-relik` [0.1.0]

- Add relik kg constructor (#15123)

### `llama-index-graph-stores-neo4j` [0.1.12]

- fix neo4j property graph relation properties when querying (#15068)

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

- feat: add default_headers to Fireworks llm (#15150)

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

- Fix: Gemini 1.0 Pro Vision has been official deprecated, switch default model to gemini-1.5-flash (#15000)

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

- Add LLM for AlibabaCloud PaiEas (#14983)

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

- Fix Predibase Integration for HuggingFace-hosted fine-tuned adapters (#15130)

## [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]

- VectorStore -> BasePydanticVectorStore (#13439)

### `llama-index-vector-stores-vearch` [0.1.1]

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

### `llama-index-vector-stores-neptune` [0.1.1]

- VectorStore -> BasePydanticVectorStore (#13439)

### `llama-index-vector-stores-neo4jvector` [0.1.5]

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

### `llama-index-vector-stores-chatgpt-plugin` [0.1.3]

- VectorStore -> BasePydanticVectorStore (#13439)

### `llama-index-vector-stores-baiduvectordb` [0.1.1]

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

### `llama-index-vector-stores-alibabacloud-opensearch` [0.1.1]

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

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

- VectorStore -> BasePydanticVectorStore (#13439)

### `llama-index-readers-pebblo` [0.1.1]

- VectorStore -> BasePydanticVectorStore (#13439)

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

- bump rerank versions (#13465)

### `llama-index-postprocessor-sbert-rerank` [0.1.4]

- bump rerank versions (#13465)

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

- bump rerank versions (#13465)

### `llama-index-postprocessor-rankgpt-rerank` [0.1.4]

- bump rerank versions (#13465)

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

- bump rerank versions (#13465)

### `llama-index-postprocessor-nvidia-rerank` [0.1.1]

- bump rerank versions (#13465)

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

- bump rerank versions (#13465)

### `llama-index-postprocessor-flag-embedding-rerank` [0.1.3]

- bump rerank versions (#13465)

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

- bump rerank versions (#13465)

### `llama-index-postprocessor-cohere-rerank` [0.1.6]

- bump rerank versions (#13465)

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

- gpt-4o support (#13463)

### `llama-index-llms-openai` [0.1.19]

- gpt-4o support (#13463)

### `llama-index-packs-rag-fusion-query-pipeline` [0.1.4]

- fix the RAG fusion pipeline (#13413)

### `llama-index-agent-openai` [0.2.5]

- fix: update OpenAIAssistantAgent to use attachments (#13341)

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

- new embeddings integration (#13323)

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

- new llm integration (#13231)

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

- fix: Corrected connection parameters in connections.connect() (#13448)

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

- fix AzureAiSearchVectorStore metadata f-string (#13435)

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

- adds Unit and Integration tests for MongoDBAtlasVectorSearch (#12854)

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

- update llama-index-llms-huggingface dependency (#13420)

### `llama-index-vector-store-relyt` [0.1.0]

- new vector store integration

### `llama-index-storage-kvstore-redis` [0.1.5]

- Implement async methods in RedisKVStore (#12943)

### `llama-index-packs-cohere-citation-chat` [0.1.5]

- pin llama-index-llms-cohere dependency (#13417)

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

- pin cohere dependency (#13417)

### `llama-index-tools-azure-code-interpreter` [0.1.1]

- fix indexing issue and runtime error message (#13414)

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

- fix Cohere Rerank bug (#13410)

### `llama-index-indices-managed-llama-cloud` [0.1.7]

- fix retriever integration (#13409)

### `llama-index-tools-azure-code-interpreter` [0.1.0]

- new tool

### `llama-index-readers-google` [0.2.5]

- fix missing authorized_user_info check on GoogleDriveReader (#13394)

### `llama-index-storage-kvstore-firestore` [0.2.1]

- await Firestore's AsyncDocumentReference (#13386)

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

- add dynamic model listing support (#13398)

## [2024-05-09]

### `llama-index-core` [0.10.36]

- add start_char_idx and end_char_idx with MarkdownElementParser (#13377)
- use handlers from global default (#13368)

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

- Initial release (#13128)

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

- Call Cohere RAG inference with documents argument (#13196)

### `llama-index-vector-scores-kdbai` [0.1.6]

- update add method decode utf-8 (#13194)

### `llama-index-vector-stores-alibabacloud-opensearch` [0.1.0]

- Initial release (#13286)

### `llama-index-tools-multion` [0.2.0]

- update tool to use updated api/sdk (#13373)

### `llama-index-vector-sores-weaviate` [1.0.0]

- Update to weaviate client v4 (#13229)

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

- fix bug where PDFReader ignores extra_info (#13369)

### `llama-index-llms-azure-openai` [0.1.8]

- Add sync httpx client support (#13370)

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

- Add sync httpx client support (#13370)
- Add missing openai model token context (#13337)

### `llama-index-readers-github` [0.1.9]

- Add fail_on_http_error (#13366)

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

- Add attribution tag for pinecone (#13329)

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

- set default max_tokens to 1024 (#13371)

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

- Fix hiddent temp directory issue for arxiv reader (#13351)

### `llama-index-embeddings-nvidia` [0.1.1]

- fix truncate passing aget_query_embedding and get_text_embedding (#13367)

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

- Add llama-3 models (#13336)

## [2024-05-07]

### `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]

### `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)

## [2024-04-27]

### `llama-index-core` [0.10.33]

- add agent_worker.as_agent() (#13061)

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

- Use Bedrock cohere character limit (#13126)

### `llama-index-tools-google` [0.1.5]

- Change default value for attendees to empty list (#13134)

### `llama-index-graph-stores-falkordb` [0.1.4]

- Skip index creation error when index already exists (#13085)

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

- Fix datetime for google calendar create_event api (#13132)

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

- Merge multiple prompts into one (#13131)

### `llama-index-indices-managed-llama-cloud` [0.1.6]

- Use MetadataFilters in LlamaCloud Retriever (#13117)

### `llama-index-graph-stores-kuzu` [0.1.3]

- Fix kuzu integration .execute() calls (#13100)

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

- Maintenance update to keep up to date with lantern builds (#13116)

## [2024-04-25]

### `llama-index-core` [0.10.32]

- Corrected wrong output type for `OutputKeys.from_keys()` (#13086)
- add run_jobs to aws base embedding (#13096)
- allow user to customize the keyword extractor prompt template (#13083)
- (CondenseQuestionChatEngine) Do not condense the question if there's no conversation history (#13069)
- QueryPlanTool: Execute tool calls in subsequent (dependent) nodes in the query plan (#13047)
- Fix for fusion retriever sometime return Nonetype query(s) before similarity search (#13112)

### `llama-index-embeddings-ipex-llm` [0.1.1]

- Support llama-index-embeddings-ipex-llm for Intel GPUs (#13097)

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

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

### `llama-index-readers-microsoft-sharepoint` [0.2.1]

- Add access control related metadata to SharePoint reader (#13067)

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

- Nested metadata filter support (#13113)

### `llama-index-vector-stores-qdrant` [0.2.8]

- Nested metadata filter support (#13113)

## [2024-04-23]

### `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]

### `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]

### `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]

### `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]

### `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)

## [2024-03-31]

### `llama-index-core` [0.10.26]

- pass proper query bundle in QueryFusionRetriever (#12387)
- Update llama_parse_json_element.py to fix error on lists (#12402)
- Add node postprocessors to retriever tool (#12415)
- Fix bug where user specified llm is not respected in fallback logic in element node parsers(#12403)
- log proper LLM response key for async callback manager events (#12421)
- Deduplicate the two built-in react system prompts; Also make it read from a Markdown file (#12307)
- fix bug in BatchEvalRunner for multi-evaluator eval_kwargs_lists (#12418)
- add the callback manager event for vector store index insert_nodes (#12443)
- fixes an issue with serializing chat messages into chat stores when they contain pydantic API objects (#12394)
- fixes an issue with slow memory.get() operation (caused by multiple calls to get_all()) (#12394)
- fixes an issue where an agent+tool message pair is cut from the memory (#12394)
- Added `FnNodeMapping` for object index (#12391)
- Make object mapping optional / hidden for object index (#12391)
- Make object index easier to create from existing vector db (#12391)
- When LLM failed to follow the react response template, tell it so #12300

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

- Bump cohere version to 5.1.1 (#12279)

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

- add Intel Extension for Transformers embedding model (#12410)

### `llama-index-graph-stores-neo4j` [0.1.4]

- make neo4j query insensitive (#12337)

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

- Bump cohere version to 5.1.1 (#12279)

### `llama-index-llms-ipex-llm` [0.1.0]

- add ipex-llm integration (#12322)

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

- Fix litellm ChatMessage role validation error (#12449)

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

- Use `FunctionCallingLLM` base class in OpenAI (#12227)

### `llama-index-packs-self-rag` [0.1.4]

- Fix llama-index-core dep (#12374)

### `llama-index-postprocessor-cohere-rerank` [0.1.4]

- Bump cohere version to 5.1.1 (#12279)

### `llama-index-postprocessor-rankllm-rerank` [0.1.1]

- Added RankLLM rerank (#12296)
- RankLLM fixes (#12399)

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

- Fixed bug with path names (#12366)

### `llama-index-vector-stores-analyticdb` [0.1.1]

- Add AnalyticDB VectorStore (#12230)

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

- Fixed typo in imports/readme (#12370)

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

- add `in` filter operator for qdrant (#12376)

## [2024-03-27]

### `llama-index-core` [0.10.25]

- Add score to NodeWithScore in KnowledgeGraphQueryEngine (#12326)
- Batch eval runner fixes (#12302)

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

- Added support for binary / quantized embeddings (#12321)

### `llama-index-llms-mistralai` [0.1.10]

- add support for custom endpoints to MistralAI (#12328)

### `llama-index-storage-kvstore-redis` [0.1.3]

- Fix RedisDocstore node retrieval from docs property (#12324)

## [2024-03-26]

### `llama-index-core` [0.10.24]

- pretty prints in `LlamaDebugHandler` (#12216)
- stricter interpreter constraints on pandas query engine (#12278)
- PandasQueryEngine can now execute 'pd.\*' functions (#12240)
- delete proper metadata in docstore delete function (#12276)
- improved openai agent parsing function hook (#12062)
- add raise_on_error flag for SimpleDirectoryReader (#12263)
- remove un-caught openai import in core (#12262)
- Fix download_llama_dataset and download_llama_pack (#12273)
- Implement EvalQueryEngineTool (#11679)
- Expand instrumenation Span coverage for AgentRunner (#12249)
- Adding concept of function calling agent/llm (mistral supported for now) (#12222, )

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

- Use `sentence-transformers` as a backend (#12277)

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

- Added voyageai as a reranker (#12111)

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

- Added google cloud storage reader (#12259)

### `llama-index-readers-google` [0.2.1]

- Support for different drives (#12146)
- Remove unnecessary PyDrive dependency from Google Drive Reader (#12257)

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

- added readme.com reader (#12246)

### `llama-index-packs-raft` [0.1.3]

- added pack for RAFT (#12275)

## [2024-03-23]

### `llama-index-core` [0.10.23]

- Added `(a)predict_and_call()` function to base LLM class + openai + mistralai (#12188)
- fixed bug with `wait()` in async agent streaming (#12187)

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

- Added alephalpha embeddings (#12149)

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

- Added alephalpha LLM (#12149)

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

- fixed bug with `wait()` in async agent streaming (#12187)

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

- fixed import errors in docugami reader (#12154)

### `llama-index-readers-file` [0.1.12]

- fix PDFReader for remote fs (#12186)

## [2024-03-21]

### `llama-index-core` [0.10.22]

- Updated docs backend from sphinx to mkdocs, added ALL api reference, some light re-org, better search (#11301)
- Added async loading to `BaseReader` class (although its fake async for now) (#12156)
- Fix path implementation for non-local FS in `SimpleDirectoryReader` (#12141)
- add args/kwargs to spans, payloads for retrieval events, in instrumentation (#12147)
- [react agent] Upon exception, say so, so that Agent can correct itself (#12137)

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

- Added rate limit handling (#12127)

### `llama-index-graph-stores-neptune` [0.1.3]

- Add Amazon Neptune Support as Graph Store (#12097)

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

- fix VllmServer to work without CUDA-required vllm core (#12003)

### `llama-index-readers-s3` [0.1.4]

- Use S3FS in S3Reader (#12061)

### `llama-index-storage-docstore-postgres` [0.1.3]

- Added proper kvstore dep (#12157)

### `llama-index-storage-index-store-postgres` [0.1.3]

- Added proper kvstore dep (#12157)

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

- fix unclosed session in es add function #12135

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

- Add support for `KDBAIVectorStore` (#11967)

## [2024-03-20]

### `llama-index-core` [0.10.21]

- Lazy init for async elements StreamingAgentChatResponse (#12116)
- Fix streaming generators get bug by SynthesisEndEvent (#12092)
- CLIP embedding more models (#12063)

### `llama-index-packs-raptor` [0.1.3]

- Add `num_workers` to summary module (#)

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

- Fix datetime fields (#12112)
- Add ability to select time period of posts/messages (#12078)

### `llama-index-embeddings-openai` [0.1.7]

- Add api version/base api as optional for open ai embedding (#12091)

### `llama-index-networks` [0.2.1]

- Add node postprocessing to network retriever (#12027)
- Add privacy-safe networks demo (#12027)

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

- Chore: bumps min version of langfuse dep (#12077)

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

- Chore: bumps google-generativeai dep (#12085)

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

- Chore: bumps google-generativeai dep (#12085)

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

- Chore: bumps google-generativeai dep (#12085)

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

- Chore: bumps google-generativeai dep (#12085)

### `llama-index-multi-modal-llms-google` [0.1.4]

- Chore: bumps google-generativeai dep (#12085)

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

- Chore: bumps google-generativeai dep (#12085)

### `llama-index-storage-kvstore-elasticsearch` [0.1.0]

- New integration (#12068)

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

- Fix - Google Drive Issue of not loading same name files (#12022)

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

- Adding Metadata Filtering support for UpstashVectorStore (#12054)

### `llama-index-packs-raptor` [0.1.2]

- Fix: prevent RaptorPack infinite recursion (#12008)

### `llama-index-embeddings-huggingface-optimum` [0.1.4]

- Fix(OptimumEmbedding): removing token_type_ids causing ONNX validation issues

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

- Fix: Anthropic LLM merge consecutive messages with same role (#12013)

### `llama-index-packs-diff-private-simple-dataset` [0.1.0]

- DiffPrivacy ICL Pack - OpenAI Completion LLMs (#11881)

### `llama-index-cli` [0.1.11]

- Remove llama_hub_url keyword from download_llama_dataset of command (#12038)

## [2024-03-14]

### `llama-index-core` [0.10.20]

- New `instrumentation` module for observability (#11831)
- Allow passing in LLM for `CitationQueryEngine` (#11914)
- Updated keyval docstore to allow changing suffix in addition to namespace (#11873)
- Add (some) async streaming support to query_engine #11949

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

- Fixed embedding type for query texts (#11901)

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

- Support for premai embeddings (#11954)

### `llama-index-networks` [0.2.0]

- Added support for network retrievers (#11800)

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

- Added support for haiku (#11916)

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

- Fixed import error for ChatMessage (#11902)

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

- added gpt-35-turbo-0125 for AZURE_TURBO_MODELS (#11956)
- fixed error with nontype in logprobs (#11967)

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

- Support for premai llm (#11954)

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

- Support for solar as an LLM class (#11710)

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

- Add support for medlm in vertex (#11911)

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

- added README files and query string for google drive reader (#11724)

### `llama-index-readers-file` [0.1.11]

- Updated ImageReader to add `plain_text` option to trigger pytesseract (#11913)

### `llama-index-readers-pathway` [0.1.3]

- use pure requests to reduce deps, simplify code (#11924)

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

- use pure requests to reduce deps, simplify code (#11924)

### `llama-index-storage-docstore-mongodb` [0.1.3]

- Allow changing suffix for mongodb docstore (#11873)

### `llama-index-vector-stores-databricks` [0.1.1]

- Support for databricks vector search as a vector store (#10754)

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

- (re)implement proper delete (#11959)

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

- Fixes for IN filters and OR text search (#11872, #11927)

## [2024-03-12]

### `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)

## [2024-03-07]

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

- Update import path for callback handler (#11754)

### `llama-index-core` [0.10.18]

- Ensure `LoadAndSearchToolSpec` loads document objects (#11733)
- Fixed bug for no nodes in `QueryFusionRetriever` (#11759)
- Allow using different runtime kwargs for different evaluators in `BatchEvalRunner` (#11727)
- Fixed issues with fsspec + `SimpleDirectoryReader` (#11665)
- Remove `asyncio.run()` requirement from guideline evaluator (#11719)

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

- Update voyage embeddings to use proper clients (#11721)

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

- Fixed issues with vectara query engine in non-summary mode (#11668)

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

- Add `return_output` option for json output with query and response (#11761)

### `llama-index-packs-code-hierarchy` [0.1.0]

- Added support for a `CodeHiearchyAgentPack` that allows for agentic traversal of a codebase (#10671)

### `llama-index-packs-cohere-citation-chat` [0.1.3]

- Added a new llama-pack for citations + chat with cohere (#11697)

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

- Prevent forced `flush()` on document add (#11734)

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

- Small typo in metadata column name (#11751)

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

- Initial support for TiDB vector store (#11635)

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

- Small fix for `int` fields in metadata filters (#11742)

## [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 extracting 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 streaming 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)

## [0.10.16] - 2024-03-05

### New Features

- Anthropic support for new models (#11623, #11612)
- Easier creation of chat prompts (#11583)
- Added a raptor retriever llama-pack (#11527)
- Improve batch cohere embeddings through bedrock (#11572)
- Added support for vertex AI embeddings (#11561)

### Bug Fixes / Nits

- Ensure order in async embeddings generation (#11562)
- Fixed empty metadata for csv reader (#11563)
- Serializable fix for composable retrievers (#11617)
- Fixed milvus metadata filter support (#11566)
- FIxed pydantic import in clickhouse vector store (#11631)
- Fixed system prompts for gemini/vertext-gemini (#11511)

## [0.10.15] - 2024-03-01

### New Features

- Added FeishuWikiReader (#11491)
- Added videodb retriever integration (#11463)
- Added async to opensearch vector store (#11513)
- New LangFuse one-click callback handler (#11324)

### Bug Fixes / Nits

- Fixed deadlock issue with async chat streaming (#11548)
- Improved hidden file check in SimpleDirectoryReader (#11496)
- Fixed null values in document metadata when using SimpleDirectoryReader (#11501)
- Fix for sqlite utils in jsonalyze query engine (#11519)
- Added base url and timeout to ollama multimodal LLM (#11526)
- Updated duplicate handling in query fusion retriever (#11542)
- Fixed bug in kg indexx struct updating (#11475)

## [0.10.14] - 2024-02-28

### 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)

## [0.10.13] - 2024-02-26

### 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)

## [0.10.12] - 2024-02-22

### New Features

- Added `llama-index-postprocessor-colbert-rerank` package (#11057)
- `MyMagicAI` LLM (#11263)
- `MariaTalk` LLM (#10925)
- Add retries to github reader (#10980)
- Added FireworksAI embedding and LLM modules (#10959)

### Bug Fixes / Nits

- Fixed string formatting in weaviate (#11294)
- Fixed off-by-one error in semantic splitter (#11295)
- Fixed `download_llama_pack` for multiple files (#11272)
- Removed `BUILD` files from packages (#11267)
- Loosened python version reqs for all packages (#11267)
- Fixed args issue with chromadb (#11104)

## [0.10.11] - 2024-02-21

### Bug Fixes / Nits

- Fixed multi-modal LLM for async acomplete (#11064)
- Fixed issue with llamaindex-cli imports (#11068)

## [0.10.10] - 2024-02-20

I'm still a bit wonky with our publishing process -- apologies. This is just a version
bump to ensure the changes that were supposed to happen in 0.10.9 actually
did get published. (AF)

## [0.10.9] - 2024-02-20

- add llama-index-cli dependency

## [0.10.7] - 2024-02-19

### New Features

- Added Self-Discover llamapack (#10951)

### Bug Fixes / Nits

- Fixed linting in CICD (#10945)
- Fixed using remote graph stores (#10971)
- Added missing LLM kwarg in NoText response synthesizer (#10971)
- Fixed openai import in rankgpt (#10971)
- Fixed resolving model name to string in openai embeddings (#10971)
- Off by one error in sentence window node parser (#10971)

## [0.10.6] - 2024-02-17

First, apologies for missing the changelog the last few versions. Trying to figure out the best process with 400+ packages.

At some point, each package will have a dedicated changelog.

But for now, onto the "master" changelog.

### New Features

- Added `NomicHFEmbedding` (#10762)
- Added `MinioReader` (#10744)

### Bug Fixes / Nits

- Various fixes for clickhouse vector store (#10799)
- Fix index name in neo4j vector store (#10749)
- Fixes to sagemaker embeddings (#10778)
- Fixed performance issues when splitting nodes (#10766)
- Fix non-float values in reranker + b25 (#10930)
- OpenAI-agent should be a dep of openai program (#10930)
- Add missing shortcut imports for query pipeline components (#10930)
- Fix NLTK and tiktoken not being bundled properly with core (#10930)
- Add back `llama_index.core.__version__` (#10930)

## [0.10.3] - 2024-02-13

### Bug Fixes / Nits

- Fixed passing in LLM to `as_chat_engine` (#10605)
- Fixed system prompt formatting for anthropic (#10603)
- Fixed elasticsearch vector store error on `__version__` (#10656)
- Fixed import on openai pydantic program (#10657)
- Added client back to opensearch vector store exports (#10660)
- Fixed bug in SimpleDirectoryReader not using file loaders properly (#10655)
- Added lazy LLM initialization to RankGPT (#10648)
- Fixed bedrock embedding `from_credentials` passing ing the model name (#10640)
- Added back recent changes to TelegramReader (#10625)

## [0.10.0, 0.10.1] - 2024-02-12

### Breaking Changes

- Several changes are introduced. See the [full blog post](https://blog.llamaindex.ai/llamaindex-v0-10-838e735948f8) for complete details.

## [0.9.48] - 2024-02-12

### Bug Fixes / Nits

- Add back deprecated API for BedrockEmbdding (#10581)

## [0.9.47] - 2024-02-11

Last patch before v0.10!

### New Features

- add conditional links to query pipeline (#10520)
- refactor conditional links + add to cookbook (#10544)
- agent + query pipeline cleanups (#10563)

### Bug Fixes / Nits

- Add sleep to fix lag in chat stream (#10339)
- OllamaMultiModal kwargs (#10541)
- Update Ingestion Pipeline to handle empty documents (#10543)
- Fixing minor spelling error (#10516)
- fix elasticsearch async check (#10549)
- Docs/update slack demo colab (#10534)
- Adding the possibility to use the IN operator for PGVectorStore (#10547)
- fix agent reset (#10562)
- Fix MD duplicated Node id from multiple docs (#10564)

## [0.9.46] - 2024-02-08

### New Features

- Update pooling strategy for embedding models (#10536)
- Add Multimodal Video RAG example (#10530)
- Add SECURITY.md (#10531)
- Move agent module guide up one-level (#10519)

### Bug Fixes / Nits

- Deeplake fixes (#10529)
- Add Cohere section for llamaindex (#10523)
- Fix md element (#10510)

## [0.9.45.post1] - 2024-02-07

### New Features

- Upgraded deeplake vector database to use BasePydanticVectorStore (#10504)

### Bug Fixes / Nits

- Fix MD parser for inconsistency tables (#10488)
- Fix ImportError for pypdf in MetadataExtractionSEC.ipynb (#10491)

## [0.9.45] - 2024-02-07

### New Features

- Refactor: add AgentRunner.from_llm method (#10452)
- Support custom prompt formatting for non-chat LLMS (#10466)
- Bump cryptography from 41.0.7 to 42.0.0 (#10467)
- Add persist and load method for Colbert Index (#10477)
- Allow custom agent to take in user inputs (#10450)

### Bug Fixes / Nits

- remove exporter from arize-phoenix global callback handler (#10465)
- Fixing Dashscope qwen llm bug (#10471)
- Fix: calling AWS Bedrock models (#10443)
- Update Azure AI Search (fka Azure Cognitive Search) vector store integration to latest client SDK 11.4.0 stable + updating jupyter notebook sample (#10416)
- fix some imports (#10485)

## [0.9.44] - 2024-02-05

### New Features

- ollama vision cookbook (#10438)
- Support Gemini "transport" configuration (#10457)
- Add Upstash Vector (#10451)

## [0.9.43] - 2024-02-03

### New Features

- Add multi-modal ollama (#10434)

### Bug Fixes / Nits

- update base class for astradb (#10435)

## [0.9.42.post1] - 2024-02-02

### New Features

- Add Async support for Base nodes parser (#10418)

## [0.9.42] - 2024-02-02

### New Features

- Add support for `gpt-3.5-turbo-0125` (#10412)
- Added `create-llama` support to rag cli (#10405)

### Bug Fixes / Nits

- Fixed minor bugs in lance-db vector store (#10404)
- Fixed streaming bug in ollama (#10407)

## [0.9.41] - 2024-02-01

### New Features

- Nomic Embedding (#10388)
- Dashvector support sparse vector (#10386)
- Table QA with MarkDownParser and Benchmarking (#10382)
- Simple web page reader (#10395)

### Bug Fixes / Nits

- fix full node content in KeywordExtractor (#10398)

## [0.9.40] - 2024-01-30

### New Features

- Improve and fix bugs for MarkdownElementNodeParser (#10340)
- Fixed and improve Perplexity support for new models (#10319)
- Ensure system_prompt is passed to Perplexity LLM (#10326)
- Extended BaseRetrievalEvaluator to include an optional PostProcessor (#10321)

## [0.9.39] - 2024-01-26

### New Features

- Support for new GPT Turbo Models (#10291)
- Support Multiple docs for Sentence Transformer Fine tuning(#10297)

### Bug Fixes / Nits

- Marvin imports fixed (#9864)

## [0.9.38] - 2024-01-25

### New Features

- Support for new OpenAI v3 embedding models (#10279)

### Bug Fixes / Nits

- Extra checks on sparse embeddings for qdrant (#10275)

## [0.9.37] - 2024-01-24

### New Features

- Added a RAG CLI utility (#10193)
- Added a textai vector store (#10240)
- Added a Postgresql based docstore and index store (#10233)
- specify tool spec in tool specs (#10263)

### Bug Fixes / Nits

- Fixed serialization error in ollama chat (#10230)
- Added missing fields to `SentenceTransformerRerank` (#10225)
- Fixed title extraction (#10209, #10226)
- nit: make chainable output parser more exposed in library/docs (#10262)
- :bug: summary index not carrying over excluded metadata keys (#10259)

## [0.9.36] - 2024-01-23

### New Features

- Added support for `SageMakerEmbedding` (#10207)

### Bug Fixes / Nits

- Fix duplicated `file_id` on openai assistant (#10223)
- Fix circular dependencies for programs (#10222)
- Run `TitleExtractor` on groups of nodes from the same parent document (#10209)
- Improve vectara auto-retrieval (#10195)

## [0.9.35] - 2024-01-22

### New Features

- `beautifulsoup4` dependency to new optional extra `html` (#10156)
- make `BaseNode.hash` an `@property` (#10163)
- Neutrino (#10150)
- feat: JSONalyze Query Engine (#10067)
- [wip] add custom hybrid retriever notebook (#10164)
- add from_collection method to ChromaVectorStore class (#10167)
- CLI experiment v0: ask (#10168)
- make react agent prompts more editable (#10154)
- Add agent query pipeline (#10180)

### Bug Fixes / Nits

- Update supabase vecs metadata filter function to support multiple fields (#10133)
- Bugfix/code improvement for LanceDB integration (#10144)
- `beautifulsoup4` optional dependency (#10156)
- Fix qdrant aquery hybrid search (#10159)
- make hash a @property (#10163)
- fix: bug on poetry install of llama-index[postgres] (#10171)
- [doc] update jaguar vector store documentation (#10179)
- Remove use of not-launched finish_message (#10188)
- Updates to Lantern vector stores docs (#10192)
- fix typo in multi_document_agents.ipynb (#10196)

## [0.9.34] - 2024-01-19

### New Features

- Added SageMakerEndpointLLM (#10140)
- Added support for Qdrant filters (#10136)

### Bug Fixes / Nits

- Update bedrock utils for Claude 2:1 (#10139)
- BugFix: deadlocks using multiprocessing (#10125)

## [0.9.33] - 2024-01-17

### New Features

- Added RankGPT as a postprocessor (#10054)
- Ensure backwards compatibility with new Pinecone client version bifucation (#9995)
- Recursive retriever all the things (#10019)

### Bug Fixes / Nits

- BugFix: When using markdown element parser on a table containing comma (#9926)
- extend auto-retrieval notebook (#10065)
- Updated the Attribute name in llm_generators (#10070)
- jaguar vector store add text_tag to add_kwargs in add() (#10057)

## [0.9.32] - 2024-01-16

### New Features

- added query-time row retrieval + fix nits with query pipeline over structured data (#10061)
- ReActive Agents w/ Context + updated stale link (#10058)

## [0.9.31] - 2024-01-15

### New Features

- Added selectors and routers to query pipeline (#9979)
- Added sparse-only search to qdrant vector store (#10041)
- Added Tonic evaluators (#10000)
- Adding async support to firestore docstore (#9983)
- Implement mongodb docstore `put_all` method (#10014)

### Bug Fixes / Nits

- Properly truncate sql results based on `max_string_length` (#10015)
- Fixed `node.resolve_image()` for base64 strings (#10026)
- Fixed cohere system prompt role (#10020)
- Remove redundant token counting operation in SentenceSplitter (#10053)

## [0.9.30] - 2024-01-11

### New Features

- Implements a Node Parser using embeddings for Semantic Splitting (#9988)
- Add Anyscale Embedding model support (#9470)

### Bug Fixes / Nits

- nit: fix pandas get prompt (#10001)
- Fix: Token counting bug (#9912)
- Bump jinja2 from 3.1.2 to 3.1.3 (#9997)
- Fix corner case for qdrant hybrid search (#9993)
- Bugfix: sphinx generation errors (#9944)
- Fix: `language` used before assignment in `CodeSplitter` (#9987)
- fix inconsistent name "text_parser" in section "Use a Text Splitter… (#9980)
- :bug: fixing batch size (#9982)
- add auto-async execution to query pipelines (#9967)
- :bug: fixing init (#9977)
- Parallel Loading with SimpleDirectoryReader (#9965)
- do not force delete an index in milvus (#9974)

## [0.9.29] - 2024-01-10

### New Features

- Added support for together.ai models (#9962)
- Added support for batch redis/firestore kvstores, async firestore kvstore (#9827)
- Parallelize `IngestionPipeline.run()` (#9920)
- Added new query pipeline components: function, argpack, kwargpack (#9952)

### Bug Fixes / Nits

- Updated optional langchain imports to avoid warnings (#9964)
- Raise an error if empty nodes are embedded (#9953)

## [0.9.28] - 2024-01-09

### New Features

- Added support for Nvidia TenorRT LLM (#9842)
- Allow `tool_choice` to be set during agent construction (#9924)
- Added streaming support for `QueryPipeline` (#9919)

### Bug Fixes / Nits

- Set consistent doc-ids for llama-index readers (#9923, #9916)
- Remove unneeded model inputs for HuggingFaceEmbedding (#9922)
- Propagate `tool_choice` flag to downstream APIs (#9901)
- Add `chat_store_key` to chat memory `from_defaults()` (#9928)

## [0.9.27] - 2024-01-08

### New Features

- add query pipeline (#9908)
- Feature: Azure Multi Modal (fixes: #9471) (#9843)
- add postgres docker (#9906)
- Vectara auto_retriever (#9865)
- Redis Chat Store support (#9880)
- move more classes to core (#9871)

### Bug Fixes / Nits / Smaller Features

- Propagate `tool_choice` flag to downstream APIs (#9901)
- filter out negative indexes from faiss query (#9907)
- added NE filter for qdrant payloads (#9897)
- Fix incorrect id assignment in MyScale query result (#9900)
- Qdrant Text Match Filter (#9895)
- Fusion top k for hybrid search (#9894)
- Fix (#9867) sync_to_async to avoid blocking during asynchronous calls (#9869)
- A single node passed into compute_scores returns as a float (#9866)
- Remove extra linting steps (#9878)
- add vectara links (#9886)

## [0.9.26] - 2024-01-05

### New Features

- Added a `BaseChatStore` and `SimpleChatStore` abstraction for dedicated chat memory storage (#9863)
- Enable custom `tree_sitter` parser to be passed into `CodeSplitter` (#9845)
- Created a `BaseAutoRetriever` base class, to allow other retrievers to extend to auto modes (#9846)
- Added support for Nvidia Triton LLM (#9488)
- Added `DeepEval` one-click observability (#9801)

### Bug Fixes / Nits

- Updated the guidance integration to work with the latest version (#9830)
- Made text storage optional for doctores/ingestion pipeline (#9847)
- Added missing `sphinx-automodapi` dependency for docs (#9852)
- Return actual node ids in weaviate query results (#9854)
- Added prompt formatting to LangChainLLM (#9844)

## [0.9.25] - 2024-01-03

### New Features

- Added concurrancy limits for dataset generation (#9779)
- New `deepeval` one-click observability handler (#9801)
- Added jaguar vector store (#9754)
- Add beta multimodal ReAct agent (#9807)

### Bug Fixes / Nits

- Changed default batch size for OpenAI embeddings to 100 (#9805)
- Use batch size properly for qdrant upserts (#9814)
- `_verify_source_safety` uses AST, not regexes, for proper safety checks (#9789)
- use provided LLM in element node parsers (#9776)
- updated legacy vectordb loading function to be more robust (#9773)
- Use provided http client in AzureOpenAI (#9772)

## [0.9.24] - 2023-12-30

### New Features

- Add reranker for BEIR evaluation (#9743)
- Add Pathway integration. (#9719)
- custom agents implementation + notebook (#9746)

### Bug Fixes / Nits

- fix beam search for vllm: add missing parameter (#9741)
- Fix alpha for hrbrid search (#9742)
- fix token counter (#9744)
- BM25 tokenizer lowercase (#9745)

## [0.9.23] - 2023-12-28

### Bug Fixes / Nits

- docs: fixes qdrant_hybrid.ipynb typos (#9729)
- make llm completion program more general (#9731)
- Refactor MM Vector store and Index for empty collection (#9717)
- Adding IF statement to check for Schema using "Select" (#9712)
- allow skipping module loading in `download_module` and `download_llama_pack` (#9734)

## [0.9.22] - 2023-12-26

### New Features

- Added `.iter_data()` method to `SimpleDirectoryReader` (#9658)
- Added async support to `Ollama` LLM (#9689)
- Expanding pinecone filter support for `in` and `not in` (#9683)

### Bug Fixes / Nits

- Improve BM25Retriever performance (#9675)
- Improved qdrant hybrid search error handling (#9707)
- Fixed `None` handling in `ChromaVectorStore` (#9697)
- Fixed postgres schema creation if not existing (#9712)

## [0.9.21] - 2023-12-23

### New Features

- Added zilliz cloud as a managed index (#9605)

### Bug Fixes / Nits

- Bedrock client and LLM fixes (#9671, #9646)

## [0.9.20] - 2023-12-21

### New Features

- Added `insert_batch_size` to limit number of embeddings held in memory when creating an index, defaults to 2048 (#9630)
- Improve auto-retrieval (#9647)
- Configurable Node ID Generating Function (#9574)
- Introduced action input parser (#9575)
- qdrant sparse vector support (#9644)
- Introduced upserts and delete in ingestion pipeline (#9643)
- Add Zilliz Cloud Pipeline as a Managed Index (#9605)
- Add support for Google Gemini models via VertexAI (#9624)
- support allowing additional metadata filters on autoretriever (#9662)

### Bug Fixes / Nits

- Fix pip install commands in LM Format Enforcer notebooks (#9648)
- Fixing some more links and documentations (#9633)
- some bedrock nits and fixes (#9646)

## [0.9.19] - 2023-12-20

### New Features

- new llama datasets `LabelledEvaluatorDataset` & `LabelledPairwiseEvaluatorDataset` (#9531)

## [0.9.18] - 2023-12-20

### New Features

- multi-doc auto-retrieval guide (#9631)

### Bug Fixes / Nits

- fix(vllm): make Vllm's 'complete' method behave the same as other LLM class (#9634)
- FIx Doc links and other documentation issue (#9632)

## [0.9.17] - 2023-12-19

### New Features

- [example] adding user feedback (#9601)
- FEATURE: Cohere ReRank Relevancy Metric for Retrieval Eval (#9495)

### Bug Fixes / Nits

- Fix Gemini Chat Mode (#9599)
- Fixed `types-protobuf` from being a primary dependency (#9595)
- Adding an optional auth token to the TextEmbeddingInference class (#9606)
- fix: out of index get latest tool call (#9608)
- fix(azure_openai.py): add missing return to subclass override (#9598)
- fix mix up b/w 'formatted' and 'format' params for ollama api call (#9594)

## [0.9.16] - 2023-12-18

### New Features

- agent refactor: step-wise execution (#9584)
- Add OpenRouter, with Mixtral demo (#9464)
- Add hybrid search to neo4j vector store (#9530)
- Add support for auth service accounts for Google Semantic Retriever (#9545)

### Bug Fixes / Nits

- Fixed missing `default=None` for `LLM.system_prompt` (#9504)
- Fix #9580 : Incorporate metadata properly (#9582)
- Integrations: Gradient[Embeddings,LLM] - sdk-upgrade (#9528)
- Add mixtral 8x7b model to anyscale available models (#9573)
- Gemini Model Checks (#9563)
- Update OpenAI fine-tuning with latest changes (#9564)
- fix/Reintroduce `WHERE` filter to the Sparse Query for PgVectorStore (#9529)
- Update Ollama API to ollama v0.1.16 (#9558)
- ollama: strip invalid `formatted` option (#9555)
- add a device in optimum push #9541 (#9554)
- Title vs content difference for Gemini Embedding (#9547)
- fix pydantic fields to float (#9542)

## [0.9.15] - 2023-12-13

### New Features

- Added full support for Google Gemini text+vision models (#9452)
- Added new Google Semantic Retriever (#9440)
- added `from_existing()` method + async support to OpenAI assistants (#9367)

### Bug Fixes / Nits

- Fixed huggingface LLM system prompt and messages to prompt (#9463)
- Fixed ollama additional kwargs usage (#9455)

## [0.9.14] - 2023-12-11

### New Features

- Add MistralAI LLM (#9444)
- Add MistralAI Embeddings (#9441)
- Add `Ollama` Embedding class (#9341)
- Add `FlagEmbeddingReranker` for reranking (#9285)
- feat: PgVectorStore support advanced metadata filtering (#9377)
- Added `sql_only` parameter to SQL query engines to avoid executing SQL (#9422)

### Bug Fixes / Nits

- Feat/PgVector Support custom hnsw.ef_search and ivfflat.probes (#9420)
- fix F1 score definition, update copyright year (#9424)
- Change more than one image input for Replicate Multi-modal models from error to warning (#9360)
- Removed GPT-Licensed `aiostream` dependency (#9403)
- Fix result of BedrockEmbedding with Cohere model (#9396)
- Only capture valid tool names in react agent (#9412)
- Fixed `top_k` being multiplied by 10 in azure cosmos (#9438)
- Fixed hybrid search for OpenSearch (#9430)

### Breaking Changes

- Updated the base `LLM` interface to match `LLMPredictor` (#9388)
- Deprecated `LLMPredictor` (#9388)

## [0.9.13] - 2023-12-06

### New Features

- Added batch prediction support for `LabelledRagDataset` (#9332)

### Bug Fixes / Nits

- Fixed save and load for faiss vector store (#9330)

## [0.9.12] - 2023-12-05

### New Features

- Added an option `reuse_client` to openai/azure to help with async timeouts. Set to `False` to see improvements (#9301)
- Added support for `vLLM` llm (#9257)
- Add support for python 3.12 (#9304)
- Support for `claude-2.1` model name (#9275)

### Bug Fixes / Nits

- Fix embedding format for bedrock cohere embeddings (#9265)
- Use `delete_kwargs` for filtering in weaviate vector store (#9300)
- Fixed automatic qdrant client construction (#9267)

## [0.9.11] - 2023-12-03

### New Features

- Make `reference_contexts` optional in `LabelledRagDataset` (#9266)
- Re-organize `download` module (#9253)
- Added document management to ingestion pipeline (#9135)
- Add docs for `LabelledRagDataset` (#9228)
- Add submission template notebook and other doc updates for `LabelledRagDataset` (#9273)

### Bug Fixes / Nits

- Convert numpy to list for `InstructorEmbedding` (#9255)

## [0.9.10] - 2023-11-30

### New Features

- Advanced Metadata filter for vector stores (#9216)
- Amazon Bedrock Embeddings New models (#9222)
- Added PromptLayer callback integration (#9190)
- Reuse file ids for `OpenAIAssistant` (#9125)

### Breaking Changes / Deprecations

- Deprecate ExactMatchFilter (#9216)

## [0.9.9] - 2023-11-29

### New Features

- Add new abstractions for `LlamaDataset`'s (#9165)
- Add metadata filtering and MMR mode support for `AstraDBVectorStore` (#9193)
- Allowing newest `scikit-learn` versions (#9213)

### Breaking Changes / Deprecations

- Added `LocalAI` demo and began deprecation cycle (#9151)
- Deprecate `QueryResponseDataset` and `DatasetGenerator` of `evaluation` module (#9165)

### Bug Fixes / Nits

- Fix bug in `download_utils.py` with pointing to wrong repo (#9215)
- Use `azure_deployment` kwarg in `AzureOpenAILLM` (#9174)
- Fix similarity score return for `AstraDBVectorStore` Integration (#9193)

## [0.9.8] - 2023-11-26

### New Features

- Add `persist` and `persist_from_dir` methods to `ObjectIndex` that are able to support it (#9064)
- Added async metadata extraction + pipeline support (#9121)
- Added back support for start/end char idx in nodes (#9143)

### Bug Fixes / Nits

- Fix for some kwargs not being set properly in global service context (#9137)
- Small fix for `memory.get()` when system/prefix messages are large (#9149)
- Minor fixes for global service context (#9137)

## [0.9.7] - 2023-11-24

### New Features

- Add support for `PGVectoRsStore` (#9087)
- Enforcing `requests>=2.31` for security, while unpinning `urllib3` (#9108)

### Bug Fixes / Nits

- Increased default memory token limit for context chat engine (#9123)
- Added system prompt to `CondensePlusContextChatEngine` that gets prepended to the `context_prompt` (#9123)
- Fixed bug in `CondensePlusContextChatEngine` not using chat history properly (#9129)

## [0.9.6] - 2023-11-22

### New Features

- Added `default_headers` argument to openai LLMs (#9090)
- Added support for `download_llama_pack()` and LlamaPack integrations
- Added support for `llamaindex-cli` command line tool

### Bug Fixed / Nits

- store normalize as bool for huggingface embedding (#9089)

## [0.9.5] - 2023-11-21

### Bug Fixes / Nits

- Fixed bug with AzureOpenAI logic for inferring if stream chunk is a tool call (#9018)

### New Features

- `FastEmbed` embeddings provider (#9043)
- More precise testing of `OpenAILike` (#9026)
- Added callback manager to each retriever (#8871)
- Ability to bypass `max_tokens` inference with `OpenAILike` (#9032)

### Bug Fixes / Nits

- Fixed bug in formatting chat prompt templates when estimating chunk sizes (#9025)
- Sandboxed Pandas execution, remediate CVE-2023-39662 (#8890)
- Restored `mypy` for Python 3.8 (#9031)
- Loosened `dataclasses-json` version range,
  and removes unnecessary `jinja2` extra from `pandas` (#9042)

## [0.9.4] - 2023-11-19

### New Features

- Added `CondensePlusContextChatEngine` (#8949)

### Smaller Features / Bug Fixes / Nits

- Fixed bug with `OpenAIAgent` inserting errors into chat history (#9000)
- Fixed various bugs with LiteLLM and the new OpenAI client (#9003)
- Added context window attribute to perplexity llm (#9012)
- Add `node_parser` attribute back to service context (#9013)
- Refactor MM retriever classes (#8998)
- Fix TextNode instantiation on SupabaseVectorIndexDemo (#8994)

## [0.9.3] - 2023-11-17

### New Features

- Add perplexity LLM integration (#8734)

### Bug Fixes / Nits

- Fix token counting for new openai client (#8981)
- Fix small pydantic bug in postgres vector db (#8962)
- Fixed `chunk_overlap` and `doc_id` bugs in `HierarchicalNodeParser` (#8983)

## [0.9.2] - 2023-11-16

### New Features

- Added new notebook guide for Multi-Modal Rag Evaluation (#8945)
- Added `MultiModalRelevancyEvaluator`, and `MultiModalFaithfulnessEvaluator` (#8945)

## [0.9.1] - 2023-11-15

### New Features

- Added Cohere Reranker fine-tuning (#8859)
- Support for custom httpx client in `AzureOpenAI` LLM (#8920)

### Bug Fixes / Nits

- Fixed issue with `set_global_service_context` not propagating settings (#8940)
- Fixed issue with building index with Google Palm embeddings (#8936)
- Fixed small issue with parsing ImageDocuments/Nodes that have no text (#8938)
- Fixed issue with large data inserts in Astra DB (#8937)
- Optimize `QueryEngineTool` for agents (#8933)

## [0.9.0] - 2023-11-15

### New Features / Breaking Changes / Deprecations

- New `IngestionPipeline` concept for ingesting and transforming data
- Data ingestion and transforms are now automatically cached
- Updated interface for node parsing/text splitting/metadata extraction modules
- Changes to the default tokenizer, as well as customizing the tokenizer
- Packaging/Installation changes with PyPi (reduced bloat, new install options)
- More predictable and consistent import paths
- Plus, in beta: MultiModal RAG Modules for handling text and images!
- Find more details at: `https://medium.com/@llama_index/719f03282945`

## [0.8.69.post1] - 2023-11-13

### Bug Fixes / Nits

- Increase max weaivate delete size to max of 10,000 (#8887)
- Final pickling remnant fix (#8902)

## [0.8.69] - 2023-11-13

### Bug Fixes / Nits

- Fixed bug in loading pickled objects (#8880)
- Fix `custom_path` vs `custom_dir` in `download_loader` (#8865)

## [0.8.68] - 2023-11-11

### New Features

- openai assistant agent + advanced retrieval cookbook (#8863)
- add retrieval API benchmark (#8850)
- Add JinaEmbedding class (#8704)

### Bug Fixes / Nits

- Improved default timeouts/retries for OpenAI (#8819)
- Add back key validation for OpenAI (#8819)
- Disable automatic LLM/Embedding model downloads, give informative error (#8819)
- fix openai assistant tool creation + retrieval notebook (#8862)
- Quick fix Replicate MultiModal example (#8861)
- fix: paths treated as hidden (#8860)
- fix Replicate multi-modal LLM + notebook (#8854)
- Feature/citation metadata (#8722)
- Fix ImageNode type from NodeWithScore for SimpleMultiModalQueryEngine (#8844)

## [0.8.67] - 2023-11-10

### New Features

- Advanced Multi Modal Retrieval Example and docs (#8822, #8823)

### Bug Fixes / Nits

- Fix retriever node postprocessors for `CitationQueryEngine` (#8818)
- Fix `cannot pickle 'builtins.CoreBPE' object` in most scenarios (#8835)

## [0.8.66] - 2023-11-09

### New Features

- Support parallel function calling with new OpenAI client in `OpenAIPydanticProgram` (#8793)

### Bug Fixes / Nits

- Fix bug in pydantic programs with new OpenAI client (#8793)
- Fixed bug with un-listable fsspec objects (#8795)

## [0.8.65] - 2023-11-08

### New Features

- `OpenAIAgent` parallel function calling (#8738)

### New Features

- Properly supporting Hugging Face recommended model (#8784)

### Bug Fixes / Nits

- Fixed missing import for `embeddings.__all__` (#8779)

### Breaking Changes / Deprecations

- Use `tool_choice` over `function_call` and `tool` over `functions` in `OpenAI(LLM)` (#8738)
- Deprecate `to_openai_function` in favor of `to_openai_tool` (#8738)

## [0.8.64] - 2023-11-06

### New Features

- `OpenAIAgent` parallel function calling (#8738)
- Add AI assistant agent (#8735)
- OpenAI GPT4v Abstraction (#8719)
- Add support for `Lantern` VectorStore (#8714)

### Bug Fixes / Nits

- Fix returning zero nodes in elastic search vector store (#8746)
- Add try/except for `SimpleDirectoryReader` loop to avoid crashing on a single document (#8744)
- Fix for `deployment_name` in async embeddings (#8748)

## [0.8.63] - 2023-11-05

### New Features

- added native sync and async client support for the lasted `openai` client package (#8712)
- added support for `AzureOpenAIEmbedding` (#8712)

### Bug Fixes / Nits

- Fixed errors about "no host supplied" with `download_loader` (#8723)

### Breaking Changes

- `OpenAIEmbedding` no longer supports azure, moved into the `AzureOpenAIEmbedding` class (#8712)

## [0.8.62.post1] - 2023-11-05

### Breaking Changes

- add new devday models (#8713)
- moved `max_docs` parameter from constructor to `lazy_load_data()` for `SimpleMongoReader` (#8686)

## [0.8.61] - 2023-11-05

### New Features

- [experimental] Hyperparameter tuner (#8687)

### Bug Fixes / Nits

- Fix typo error in CohereAIModelName class: cohere light models was missing v3 (#8684)
- Update deeplake.py (#8683)

## [0.8.60] - 2023-11-04

### New Features

- prompt optimization guide (#8659)
- VoyageEmbedding (#8634)
- Multilingual support for `YoutubeTranscriptReader` (#8673)
- emotion prompt guide (#8674)

### Bug Fixes / Nits

- Adds mistral 7b instruct v0.1 to available anyscale models (#8652)
- Make pgvector's setup (extension, schema, and table creation) optional (#8656)
- Allow init of stores_text variable for Pinecone vector store (#8633)
- fix: azure ad support (#8667)
- Fix nltk bug in multi-threaded environments (#8668)
- Fix google colab link in cohereai notebook (#8677)
- passing max_tokens to the `Cohere` llm (#8672)

## [0.8.59] - 2023-11-02

- Deepmemory support (#8625)
- Add CohereAI embeddings (#8650)
- Add Azure AD (Microsoft Entra ID) support (#8667)

## [0.8.58] - 2023-11-02

### New Features

- Add `lm-format-enforcer` integration for structured output (#8601)
- Google Vertex Support (#8626)

## [0.8.57] - 2023-10-31

### New Features

- Add `VoyageAIEmbedding` integration (#8634)
- Add fine-tuning evaluator notebooks (#8596)
- Add `SingleStoreDB` integration (#7991)
- Add support for ChromaDB PersistentClient (#8582)
- Add DataStax Astra DB support (#8609)

### Bug Fixes / Nits

- Update dataType in Weaviate (#8608)
- In Knowledge Graph Index with hybrid retriever_mode,
  - return the nodes found by keyword search when 'No Relationship found'
- Fix exceed context length error in chat engines (#8530)
- Retrieve actual content of all the triplets from KG (#8579)
- Return the nodes found by Keywords when no relationship is found by embeddings in hybrid retriever_mode in `KnowledgeGraphIndex` (#8575)
- Optimize content of retriever tool and minor bug fix (#8588)

## [0.8.56] - 2023-10-30

### New Features

- Add Amazon `BedrockEmbedding` (#8550)
- Moves `HuggingFaceEmbedding` to center on `Pooling` enum for pooling (#8467)
- Add IBM WatsonX LLM support (#8587)

### Bug Fixes / Nits

- [Bug] Patch Clarifai classes (#8529)
- fix retries for bedrock llm (#8528)
- Fix : VectorStore’s QueryResult always returns saved Node as TextNode (#8521)
- Added default file_metadata to get basic metadata that many postprocessors use, for SimpleDirectoryReader (#8486)
- Handle metadata with None values in chromadb (#8584)

## [0.8.55] - 2023-10-29

### New Features

- allow prompts to take in functions with `function_mappings` (#8548)
- add advanced prompt + "prompt engineering for RAG" notebook (#8555)
- Leverage Replicate API for serving LLaVa modal (#8539)

### Bug Fixes / Nits

- Update pull request template with google colab support inclusion (#8525)

## [0.8.54] - 2023-10-28

### New Features

- notebook showing how to fine-tune llama2 on structured outputs (#8540)
  - added GradientAIFineTuningHandler
  - added pydantic_program_mode to ServiceContext
- Initialize MultiModal Retrieval using LlamaIndex (#8507)

### Bug Fixes / Nits

- Add missing import to `ChatEngine` usage pattern `.md` doc (#8518)
- :bug: fixed async add (#8531)
- fix: add the needed CondenseQuestionChatEngine import in the usage_pa… (#8518)
- Add import LongLLMLinguaPostprocessor for LongLLMLingua.ipynb (#8519)

## [0.8.53] - 2023-10-27

### New Features

- Docs refactor (#8500)
  An overhaul of the docs organization. Major changes
  - Added a big new "understanding" section
  - Added a big new "optimizing" section
  - Overhauled Getting Started content
  - Categorized and moved module guides to a single section

## [0.8.52] - 2023-10-26

### New Features

- Add longllmlingua (#8485)
- Add google colab support for notebooks (#7560)

### Bug Fixes / Nits

- Adapt Cassandra VectorStore constructor DB connection through cassio.init (#8255)
- Allow configuration of service context and storage context in managed index (#8487)

## [0.8.51.post1] - 2023-10-25

### New Features

- Add Llava MultiModal QA examples for Tesla 10k RAG (#8271)
- fix bug streaming on react chat agent not working as expected (#8459)

### Bug Fixes / Nits

- patch: add selected result to response metadata for router query engines, fix bug (#8483)
- add Jina AI embeddings notebook + huggingface embedding fix (#8478)
- add `is_chat_model` to replicate (#8469)
- Brought back `toml-sort` to `pre-commit` (#8267)
- Added `LocationConstraint` for local `test_s3_kvstore` (#8263)

## [0.8.50] - 2023-10-24

### New Features

- Expose prompts in different modules (query engines, synthesizers, and more) (#8275)

## [0.8.49] - 2023-10-23

### New Features

- New LLM integrations
  - Support for Hugging Face Inference API's `conversational`, `text_generation`,
    and `feature_extraction` endpoints via `huggingface_hub[inference]` (#8098)
  - Add Amazon Bedrock LLMs (#8223)
  - Add AI21 Labs LLMs (#8233)
  - Add OpenAILike LLM class for OpenAI-compatible api servers (#7973)
- New / updated vector store integrations
  - Add DashVector (#7772)
  - Add Tencent VectorDB (#8173)
  - Add option for custom Postgres schema on PGVectorStore instead of only allowing public schema (#8080)
- Add Gradient fine tuning engine (#8208)
- docs(FAQ): frequently asked questions (#8249)

### Bug Fixes / Nits

- Fix inconsistencies with `ReActAgent.stream_chat` (#8147)
- Deprecate some functions for GuardrailsOutputParser (#8016)
- Simplify dependencies (#8236)
- Bug fixes for LiteLLM (#7885)
- Update for Predibase LLM (#8211)

## [0.8.48] - 2023-10-20

### New Features

- Add `DELETE` for MyScale vector store (#8159)
- Add SQL Retriever (#8197)
- add semantic kernel document format (#8226)
- Improve MyScale Hybrid Search and Add `DELETE` for MyScale vector store (#8159)

### Bug Fixes / Nits

- Fixed additional kwargs in ReActAgent.from_tools() (#8206)
- Fixed missing spaces in prompt templates (#8190)
- Remove auto-download of llama2-13B on exception (#8225)

## [0.8.47] - 2023-10-19

### New Features

- add response synthesis to text-to-SQL (#8196)
- Added support for `LLMRailsEmbedding` (#8169)
- Inferring MPS device with PyTorch (#8195)
- Consolidated query/text prepending (#8189)

## [0.8.46] - 2023-10-18

### New Features

- Add fine-tuning router support + embedding selector (#8174)
- add more document converters (#8156)

### Bug Fixes / Nits

- Add normalization to huggingface embeddings (#8145)
- Improve MyScale Hybrid Search (#8159)
- Fixed duplicate `FORMAT_STR` being inside prompt (#8171)
- Added: support for output_kwargs={'max_colwidth': xx} for PandasQueryEngine (#8110)
- Minor fix in the description for an argument in cohere llm (#8163)
- Fix Firestore client info (#8166)

## [0.8.45] - 2023-10-13

### New Features

- Added support for fine-tuning cross encoders (#7705)
- Added `QueryFusionRetriever` for merging multiple retrievers + query augmentation (#8100)
- Added `nb-clean` to `pre-commit` to minimize PR diffs (#8108)
- Support for `TextEmbeddingInference` embeddings (#8122)

### Bug Fixes / Nits

- Improved the `BM25Retriever` interface to accept `BaseNode` objects (#8096)
- Fixed bug with `BM25Retriever` tokenizer not working as expected (#8096)
- Brought mypy to pass in Python 3.8 (#8107)
- `ReActAgent` adding missing `super().__init__` call (#8125)

## [0.8.44] - 2023-10-12

### New Features

- add pgvector sql query engine (#8087)
- Added HoneyHive one-click observability (#7944)
- Add support for both SQLAlchemy V1 and V2 (#8060)

## [0.8.43.post1] - 2023-10-11

### New Features

- Moves `codespell` to `pre-commit` (#8040)
- Added `prettier` for autoformatting extensions besides `.py` (#8072)

### Bug Fixes / Nits

- Fixed forgotten f-str in `HuggingFaceLLM` (#8075)
- Relaxed numpy/panadas reqs

## [0.8.43] - 2023-10-10

### New Features

- Added support for `GradientEmbedding` embed models (#8050)

### Bug Fixes / Nits

- added `messages_to_prompt` kwarg to `HuggingFaceLLM` (#8054)
- improved selection and sql parsing for open-source models (#8054)
- fixed bug when agents hallucinate too many kwargs for a tool (#8054)
- improved prompts and debugging for selection+question generation (#8056)

## [0.8.42] - 2023-10-10

### New Features

- `LocalAI` more intuitive module-level var names (#8028)
- Enable `codespell` for markdown docs (#7972)
- add unstructured table element node parser (#8036)
- Add: Async upserting for Qdrant vector store (#7968)
- Add cohere llm (#8023)

### Bug Fixes / Nits

- Parse multi-line outputs in react agent answers (#8029)
- Add properly named kwargs to keyword `as_retriever` calls (#8011)
- Updating Reference to RAGAS LlamaIndex Integration (#8035)
- Vectara bugfix (#8032)
- Fix: ChromaVectorStore can attempt to add in excess of chromadb batch… (#8019)
- Fix get_content method in Mbox reader (#8012)
- Apply kwarg filters in WeaviateVectorStore (#8017)
- Avoid ZeroDivisionError (#8027)
- `LocalAI` intuitive module-level var names (#8028)
- zep/fix: imports & typing (#8030)
- refactor: use `str.join` (#8020)
- use proper metadata str for node parsing (#7987)

## [0.8.41] - 2023-10-07

### New Features

- You.com retriever (#8024)
- Pull fields from mongodb into metadata with `metadata_names` argument (#8001)
- Simplified `LocalAI.__init__` preserving the same behaviors (#7982)

### Bug Fixes / Nits

- Use longest metadata string for metadata aware text splitting (#7987)
- Handle lists of strings in mongodb reader (#8002)
- Removes `OpenAI.class_type` as it was dead code (#7983)
- Fixing `HuggingFaceLLM.device_map` type hint (#7989)

## [0.8.40] - 2023-10-05

### New Features

- Added support for `Clarifai` LLM (#7967)
- Add support for function fine-tuning (#7971)

### Breaking Changes

- Update document summary index (#7815)
  - change default retrieval mode to embedding
  - embed summaries into vector store by default at indexing time (instead of calculating embedding on the fly)
  - support configuring top k in llm retriever

## [0.8.39] - 2023-10-03

### New Features

- Added support for pydantic object outputs with query engines (#7893)
- `ClarifaiEmbedding` class added for embedding support (#7940)
- Markdown node parser, flat file reader and simple file node parser (#7863)
- Added support for mongdb atlas `$vectorSearch` (#7866)

### Bug Fixes / Nits

- Adds support for using message metadata in discord reader (#7906)
- Fix `LocalAI` chat capability without `max_tokens` (#7942)
- Added `codespell` for automated checking (#7941)
- `ruff` modernization and autofixes (#7889)
- Implement own SQLDatabase class (#7929)
- Update LlamaCPP context_params property (#7945)
- fix duplicate embedding (#7949)
- Adds `codespell` tool for enforcing good spelling (#7941)
- Supporting `mypy` local usage with `venv` (#7952)
- Vectara - minor update (#7954)
- Avoiding `pydantic` reinstalls in CI (#7956)
- move tree_sitter_languages into data_requirements.txt (#7955)
- Add `cache_okay` param to `PGVectorStore` to help suppress TSVector warnings (#7950)

## [0.8.38] - 2023-10-02

### New Features

- Updated `KeywordNodePostprocessor` to use spacy to support more languages (#7894)
- `LocalAI` supporting global or per-query `/chat/completions` vs `/completions` (#7921)
- Added notebook on using REBEL + Wikipedia filtering for knowledge graphs (#7919)
- Added support for `ElasticsearchEmbedding` (#7914)

## [0.8.37] - 2023-09-30

### New Features

- Supporting `LocalAI` LLMs (#7913)
- Validations protecting against misconfigured chunk sizes (#7917)

### Bug Fixes / Nits

- Simplify NL SQL response to SQL parsing, with expanded NL SQL prompt (#7868)
- Improve vector store retrieval speed for vectordb integrations (#7876)
- Added replacing {{ and }}, and fixed JSON parsing recursion (#7888)
- Nice-ified JSON decoding error (#7891)
- Nice-ified SQL error from LLM not providing SQL (#7900)
- Nice-ified `ImportError` for `HuggingFaceLLM` (#7904)
- eval fixes: fix dataset response generation, add score to evaluators (#7915)

## [0.8.36] - 2023-09-27

### New Features

- add "build RAG from scratch notebook" - OSS/local (#7864)

### Bug Fixes / Nits

- Fix elasticsearch hybrid scoring (#7852)
- Replace `get_color_mapping` and `print_text` Langchain dependency with internal implementation (#7845)
- Fix async streaming with azure (#7856)
- Avoid `NotImplementedError()` in sub question generator (#7855)
- Patch predibase initialization (#7859)
- Bumped min langchain version and changed prompt imports from langchain (#7862)

## [0.8.35] - 2023-09-27

### Bug Fixes / Nits

- Fix dropping textnodes in recursive retriever (#7840)
- share callback_manager between agent and its llm when callback_manager is None (#7844)
- fix pandas query engine (#7847)

## [0.8.34] - 2023-09-26

### New Features

- Added `Konko` LLM support (#7775)
- Add before/after context sentence (#7821)
- EverlyAI integration with LlamaIndex through OpenAI library (#7820)
- add Arize Phoenix tracer to global handlers (#7835)

### Bug Fixes / Nits

- Normalize scores returned from ElasticSearch vector store (#7792)
- Fixed `refresh_ref_docs()` bug with order of operations (#7664)
- Delay postgresql connection for `PGVectorStore` until actually needed (#7793)
- Fix KeyError in delete method of `SimpleVectorStore` related to metadata filters (#7829)
- Fix KeyError in delete method of `SimpleVectorStore` related to metadata filters (#7831)
- Addressing PyYAML import error (#7784)
- ElasticsearchStore: Update User-Agent + Add example docker compose (#7832)
- `StorageContext.persist` supporting `Path` (#7783)
- Update ollama.py (#7839)
- fix bug for self.\_session_pool (#7834)

## [0.8.33] - 2023-09-25

### New Features

- add pairwise evaluator + benchmark auto-merging retriever (#7810)

### Bug Fixes / Nits

- Minor cleanup in embedding class (#7813)
- Misc updates to `OpenAIEmbedding` (#7811)

## [0.8.32] - 2023-09-24

### New Features

- Added native support for `HuggingFaceEmbedding`, `InstructorEmbedding`, and `OptimumEmbedding` (#7795)
- Added metadata filtering and hybrid search to MyScale vector store (#7780)
- Allowing custom text field name for Milvus (#7790)
- Add support for `vector_store_query_mode` to `VectorIndexAutoRetriever` (#7797)

### Bug Fixes / Nits

- Update `LanceDBVectorStore` to handle score and distance (#7754)
- Pass LLM to `memory_cls` in `CondenseQuestionChatEngine` (#7785)

## [0.8.31] - 2023-09-22

### New Features

- add pydantic metadata extractor (#7778)
- Allow users to set the embedding dimensions in azure cognitive vector store (#7734)
- Add semantic similarity evaluator (#7770)

### Bug Fixes / Nits

- 📝docs: Update Chatbot Tutorial and Notebook (#7767)
- Fixed response synthesizers with empty nodes (#7773)
- Fix `NotImplementedError` in auto vector retriever (#7764)
- Multiple kwargs values in "KnowledgeGraphQueryEngine" bug-fix (#7763)
- Allow setting azure cognitive search dimensionality (#7734)
- Pass service context to index for dataset generator (#7748)
- Fix output parsers for selector templates (#7774)
- Update Chatbot_SEC.ipynb (#7711)
- linter/typechecker-friendly improvements to cassandra test (#7771)
- Expose debug option of `PgVectorStore` (#7776)
- llms/openai: fix Azure OpenAI by considering `prompt_filter_results` field (#7755)

## [0.8.30] - 2023-09-21

### New Features

- Add support for `gpt-3.5-turbo-instruct` (#7729)
- Add support for `TimescaleVectorStore` (#7727)
- Added `LongContextReorder` for lost-in-the-middle issues (#7719)
- Add retrieval evals (#7738)

### Bug Fixes / Nits

- Added node post-processors to async context chat engine (#7731)
- Added unique index name for postgres tsv column (#7741)

## [0.8.29.post1] - 2023-09-18

### Bug Fixes / Nits

- Fix langchain import error for embeddings (#7714)

## [0.8.29] - 2023-09-18

### New Features

- Added metadata filtering to the base simple vector store (#7564)
- add low-level router guide (#7708)
- Add CustomQueryEngine class (#7703)

### Bug Fixes / Nits

- Fix context window metadata in lite-llm (#7696)

## [0.8.28] - 2023-09-16

### New Features

- Add CorrectnessEvaluator (#7661)
- Added support for `Ollama` LLMs (#7635)
- Added `HWPReader` (#7672)
- Simplified portkey LLM interface (#7669)
- Added async operation support to `ElasticsearchStore` vector store (#7613)
- Added support for `LiteLLM` (#7600)
- Added batch evaluation runner (#7692)

### Bug Fixes / Nits

- Avoid `NotImplementedError` for async langchain embeddings (#7668)
- Imrpoved reliability of LLM selectors (#7678)
- Fixed `query_wrapper_prompt` and `system_prompt` for output parsers and completion models (#7678)
- Fixed node attribute inheritance in citation query engine (#7675)

### Breaking Changes

- Refactor and update `BaseEvaluator` interface to be more consistent (#7661)
  - Use `evaluate` function for generic input
  - Use `evaluate_response` function with `Response` objects from llama index query engine
- Update existing evaluators with more explicit naming
  - `ResponseEvaluator` -> `FaithfulnessEvaluator`
  - `QueryResponseEvaluator` -> `RelevancyEvaluator`
  - old names are kept as class aliases for backwards compatibility

## [0.8.27] - 2023-09-14

### New Features

- add low-level tutorial section (#7673)

### Bug Fixes / Nits

- default delta should be a dict (#7665)
- better query wrapper logic on LLMPredictor (#7667)

## [0.8.26] - 2023-09-12

### New Features

- add non-linear embedding adapter (#7658)
- Add "finetune + RAG" evaluation to knowledge fine-tuning notebook (#7643)

### Bug Fixes / Nits

- Fixed chunk-overlap for sentence splitter (#7590)

## [0.8.25] - 2023-09-12

### New Features

- Added `AGENT_STEP` callback event type (#7652)

### Bug Fixes / Nits

- Allowed `simple` mode to work with `as_chat_engine()` (#7637)
- Fixed index error in azure streaming (#7646)
- Removed `pdb` from llama-cpp (#7651)

## [0.8.24] - 2023-09-11

## New Features

- guide: fine-tuning to memorize knowledge (#7626)
- added ability to customize prompt template for eval modules (#7626)

### Bug Fixes

- Properly detect `llama-cpp-python` version for loading the default GGML or GGUF `llama2-chat-13b` model (#7616)
- Pass in `summary_template` properly with `RetrieverQueryEngine.from_args()` (#7621)
- Fix span types in wandb callback (#7631)

## [0.8.23] - 2023-09-09

### Bug Fixes

- Make sure context and system prompt is included in prompt for first chat for llama2 (#7597)
- Avoid negative chunk size error in refine process (#7607)
- Fix relationships for small documents in hierarchical node parser (#7611)
- Update Anyscale Endpoints integration with full streaming and async support (#7602)
- Better support of passing credentials as LLM constructor args in `OpenAI`, `AzureOpenAI`, and `Anyscale` (#7602)

### Breaking Changes

- Update milvus vector store to support filters and dynamic schemas (#7286)
  - See the [updated notebook](https://docs.llamaindex.ai/en/stable/examples/vector_stores/MilvusIndexDemo.html) for usage
- Added NLTK to core dependencies to support the default sentence splitter (#7606)

## [0.8.22] - 2023-09-07

### New Features

- Added support for ElasticSearch Vector Store (#7543)

### Bug Fixes / Nits

- Fixed small `_index` bug in `ElasticSearchReader` (#7570)
- Fixed bug with prompt helper settings in global service contexts (#7576)
- Remove newlines from openai embeddings again (#7588)
- Fixed small bug with setting `query_wrapper_prompt` in the service context (#7585)

### Breaking/Deprecated API Changes

- Clean up vector store interface to use `BaseNode` instead of `NodeWithEmbedding`
  - For majority of users, this is a no-op change
  - For users directly operating with the `VectorStore` abstraction and manually constructing `NodeWithEmbedding` objects, this is a minor breaking change. Use `TextNode` with `embedding` set directly, instead of `NodeWithEmbedding`.

## [0.8.21] - 2023-09-06

### New Features

- add embedding adapter fine-tuning engine + guide (#7565)
- Added support for Azure Cognitive Search vector store (#7469)
- Support delete in supabase (#6951)
- Added support for Espilla vector store (#7539)
- Added support for AnyScale LLM (#7497)

### Bug Fixes / Nits

- Default to user-configurable top-k in `VectorIndexAutoRetriever` (#7556)
- Catch validation errors for structured responses (#7523)
- Fix streaming refine template (#7561)

## [0.8.20] - 2023-09-04

### New Features

- Added Portkey LLM integration (#7508)
- Support postgres/pgvector hybrid search (#7501)
- upgrade recursive retriever node reference notebook (#7537)

## [0.8.19] - 2023-09-03

### New Features

- replace list index with summary index (#7478)
- rename list index to summary index part 2 (#7531)

## [0.8.18] - 2023-09-03

### New Features

- add agent finetuning guide (#7526)

## [0.8.17] - 2023-09-02

### New Features

- Make (some) loaders serializable (#7498)
- add node references to recursive retrieval (#7522)

### Bug Fixes / Nits

- Raise informative error when metadata is too large during splitting (#7513)
- Allow langchain splitter in simple node parser (#7517)

## [0.8.16] - 2023-09-01

### Bug Fixes / Nits

- fix link to Marvin notebook in docs (#7504)
- Ensure metadata is not `None` in `SimpleWebPageReader` (#7499)
- Fixed KGIndex visualization (#7493)
- Improved empty response in KG Index (#7493)

## [0.8.15] - 2023-08-31

### New Features

- Added support for `MarvinEntityExtractor` metadata extractor (#7438)
- Added a url_metadata callback to SimpleWebPageReader (#7445)
- Expanded callback logging events (#7472)

### Bug Fixes / Nits

- Only convert newlines to spaces for text 001 embedding models in OpenAI (#7484)
- Fix `KnowledgeGraphRagRetriever` for non-nebula indexes (#7488)
- Support defined embedding dimension in `PGVectorStore` (#7491)
- Greatly improved similarity calculation speed for the base vector store (#7494)

## [0.8.14] - 2023-08-30

### New Features

- feat: non-kg heterogeneous graph support in Graph RAG (#7459)
- rag guide (#7480)

### Bug Fixes / Nits

- Improve openai fine-tuned model parsing (#7474)
- doing some code de-duplication (#7468)
- support both str and templates for query_wrapper_prompt in HF LLMs (#7473)

## [0.8.13] - 2023-08-29

### New Features

- Add embedding finetuning (#7452)
- Added support for RunGPT LLM (#7401)
- Integration guide and notebook with DeepEval (#7425)
- Added `VectorIndex` and `VectaraRetriever` as a managed index (#7440)
- Added support for `to_tool_list` to detect and use async functions (#7282)

## [0.8.12] - 2023-08-28

### New Features

- add openai finetuning class (#7442)
- Service Context to/from dict (#7395)
- add finetuning guide (#7429)

### Smaller Features / Nits / Bug Fixes

- Add example how to run FalkorDB docker (#7441)
- Update root.md to use get_response_synthesizer expected type. (#7437)
- Bugfix MonsterAPI Pydantic version v2/v1 support. Doc Update (#7432)

## [0.8.11.post3] - 2023-08-27

### New Features

- AutoMergingRetriever (#7420)

## [0.8.10.post1] - 2023-08-25

### New Features

- Added support for `MonsterLLM` using MonsterAPI (#7343)
- Support comments fields in NebulaGraphStore and int type VID (#7402)
- Added configurable endpoint for DynamoDB (#6777)
- Add structured answer filtering for Refine response synthesizer (#7317)

### Bug Fixes / Nits

- Use `utf-8` for json file reader (#7390)
- Fix entity extractor initialization (#7407)

## [0.8.9] - 2023-08-24

### New Features

- Added support for FalkorDB/RedisGraph graph store (#7346)
- Added directed sub-graph RAG (#7378)
- Added support for `BM25Retriever` (#7342)

### Bug Fixes / Nits

- Added `max_tokens` to `Xinference` LLM (#7372)
- Support cache dir creation in multithreaded apps (#7365)
- Ensure temperature is a float for openai (#7382)
- Remove duplicate subjects in knowledge graph retriever (#7378)
- Added support for both pydantic v1 and v2 to allow other apps to move forward (#7394)

### Breaking/Deprecated API Changes

- Refactor prompt template (#7319)
  - Use `BasePromptTemplate` for generic typing
  - Use `PromptTemplate`, `ChatPromptTemplate`, `SelectorPromptTemplate` as core implementations
  - Use `LangchainPromptTemplate` for compatibility with Langchain prompt templates
  - Fully replace specific prompt classes (e.g. `SummaryPrompt`) with generic `BasePromptTemplate` for typing in codebase.
  - Keep `Prompt` as an alias for `PromptTemplate` for backwards compatibility.
  - BREAKING CHANGE: remove support for `Prompt.from_langchain_prompt`, please use `template=LangchainPromptTemplate(lc_template)` instead.

## [0.8.8] - 2023-08-23

### New Features

- `OpenAIFineTuningHandler` for collecting LLM inputs/outputs for OpenAI fine tuning (#7367)

### Bug Fixes / Nits

- Add support for `claude-instant-1.2` (#7369)

## [0.8.7] - 2023-08-22

### New Features

- Support fine-tuned OpenAI models (#7364)
- Added support for Cassandra vector store (#6784)
- Support pydantic fields in tool functions (#7348)

### Bug Fixes / Nits

- Fix infinite looping with forced function call in `OpenAIAgent` (#7363)

## [0.8.6] - 2023-08-22

### New Features

- auto vs. recursive retriever notebook (#7353)
- Reader and Vector Store for BagelDB with example notebooks (#7311)

### Bug Fixes / Nits

- Use service context for intermediate index in retry source query engine (#7341)
- temp fix for prompt helper + chat models (#7350)
- Properly skip unit-tests when packages not installed (#7351)

## [0.8.5.post2] - 2023-08-20

### New Features

- Added FireStore docstore/index store support (#7305)
- add recursive agent notebook (#7330)

### Bug Fixes / Nits

- Fix Azure pydantic error (#7329)
- fix callback trace ids (make them a context var) (#7331)

## [0.8.5.post1] - 2023-08-18

### New Features

- Awadb Vector Store (#7291)

### Bug Fixes / Nits

- Fix bug in OpenAI llm temperature type

## [0.8.5] - 2023-08-18

### New Features

- Expose a system prompt/query wrapper prompt in the service context for open-source LLMs (#6647)
- Changed default MyScale index format to `MSTG` (#7288)
- Added tracing to chat engines/agents (#7304)
- move LLM and embeddings to pydantic (#7289)

### Bug Fixes / Nits

- Fix sentence splitter bug (#7303)
- Fix sentence splitter infinite loop (#7295)

## [0.8.4] - 2023-08-17

### Bug Fixes / Nits

- Improve SQL Query parsing (#7283)
- Fix loading embed_model from global service context (#7284)
- Limit langchain version until we migrate to pydantic v2 (#7297)

## [0.8.3] - 2023-08-16

### New Features

- Added Knowledge Graph RAG Retriever (#7204)

### Bug Fixes / Nits

- accept `api_key` kwarg in OpenAI LLM class constructor (#7263)
- Fix to create separate queue instances for separate instances of `StreamingAgentChatResponse` (#7264)

## [0.8.2.post1] - 2023-08-14

### New Features

- Added support for Rockset as a vector store (#7111)

### Bug Fixes

- Fixed bug in service context definition that could disable LLM (#7261)

## [0.8.2] - 2023-08-14

### New Features

- Enable the LLM or embedding model to be disabled by setting to `None` in the service context (#7255)
- Resolve nearly any huggingface embedding model using the `embed_model="local:<model_name>"` syntax (#7255)
- Async tool-calling support (#7239)

### Bug Fixes / Nits

- Updated supabase kwargs for add and query (#7103)
- Small tweak to default prompts to allow for more general purpose queries (#7254)
- Make callback manager optional for `CustomLLM` + docs update (#7257)

## [0.8.1] - 2023-08-13

### New Features

- feat: add node_postprocessors to ContextChatEngine (#7232)
- add ensemble query engine tutorial (#7247)

### Smaller Features

- Allow EMPTY keys for Fastchat/local OpenAI API endpoints (#7224)

## [0.8.0] - 2023-08-11

### New Features

- Added "LLAMA_INDEX_CACHE_DIR" to control cached files (#7233)
- Default to pydantic selectors when possible (#7154, #7223)
- Remove the need for langchain wrappers on `embed_model` in the service context (#7157)
- Metadata extractors take an `LLM` object now, in addition to `LLMPredictor` (#7202)
- Added local mode + fallback to llama.cpp + llama2 (#7200)
- Added local fallback for embeddings to `BAAI/bge-small-en` (#7200)
- Added `SentenceWindowNodeParser` + `MetadataReplacementPostProcessor` (#7211)

### Breaking Changes

- Change default LLM to gpt-3.5-turbo from text-davinci-003 (#7223)
- Change prompts for compact/refine/tree_summarize to work better with gpt-3.5-turbo (#7150, #7179, #7223)
- Increase default LLM temperature to 0.1 (#7180)

## [0.7.24.post1] - 2023-08-11

### Other Changes

- Reverted #7223 changes to defaults (#7235)

## [0.7.24] - 2023-08-10

### New Features

- Default to pydantic selectors when possible (#7154, #7223)
- Remove the need for langchain wrappers on `embed_model` in the service context (#7157)
- Metadata extractors take an `LLM` object now, in addition to `LLMPredictor` (#7202)
- Added local mode + fallback to llama.cpp + llama2 (#7200)
- Added local fallback for embeddings to `BAAI/bge-small-en` (#7200)
- Added `SentenceWindowNodeParser` + `MetadataReplacementPostProcessor` (#7211)

### Breaking Changes

- Change default LLM to gpt-3.5-turbo from text-davinci-003 (#7223)
- Change prompts for compact/refine/tree_summarize to work better with gpt-3.5-turbo (#7150, #7179, #7223)
- Increase default LLM temperature to 0.1 (#7180)

### Other Changes

- docs: Improvements to Mendable Search (#7220)
- Refactor openai agent (#7077)

### Bug Fixes / Nits

- Use `1 - cosine_distance` for pgvector/postgres vector db (#7217)
- fix metadata formatting and extraction (#7216)
- fix(readers): Fix non-ASCII JSON Reader bug (#7086)
- Chore: change PgVectorStore variable name from `sim` to `distance` for clarity (#7226)

## [0.7.23] - 2023-08-10

### Bug Fixes / Nits

- Fixed metadata formatting with custom tempalates and inheritance (#7216)

## [0.7.23] - 2023-08-10

### New Features

- Add "one click observability" page to docs (#7183)
- Added Xorbits inference for local deployments (#7151)
- Added Zep vector store integration (#7203)
- feat/zep vectorstore (#7203)

### Bug Fixes / Nits

- Update the default `EntityExtractor` model (#7209)
- Make `ChatMemoryBuffer` pickleable (#7205)
- Refactored `BaseOpenAIAgent` (#7077)

## [0.7.22] - 2023-08-08

### New Features

- add ensemble retriever notebook (#7190)
- DOCS: added local llama2 notebook (#7146)

### Bug Fixes / Nits

- Fix for `AttributeError: 'OpenAIAgent' object has no attribute 'callback_manager'` by calling super constructor within `BaseOpenAIAgent`
- Remove backticks from nebula queries (#7192)

## [0.7.21] - 2023-08-07

### New Features

- Added an `EntityExtractor` for metadata extraction (#7163)

## [0.7.20] - 2023-08-06

### New Features

- add router module docs (#7171)
- add retriever router (#7166)

### New Features

- Added a `RouterRetriever` for routing queries to specific retrievers (#7166)

### Bug Fixes / Nits

- Fix for issue where having multiple concurrent streamed responses from `OpenAIAgent` would result in interleaving of tokens across each response stream. (#7164)
- fix llms callbacks issue (args[0] error) (#7165)

## [0.7.19] - 2023-08-04

### New Features

- Added metadata filtering to weaviate (#7130)
- Added token counting (and all callbacks) to agents and streaming (#7122)

## [0.7.18] - 2023-08-03

### New Features

- Added `to/from_string` and `to/from_dict` methods to memory objects (#7128)
- Include columns comments from db tables in table info for SQL queries (#7124)
- Add Neo4j support (#7122)

### Bug Fixes / Nits

- Added `Azure AD` validation support to the `AzureOpenAI` class (#7127)
- add `flush=True` when printing agent/chat engine response stream (#7129)
- Added `Azure AD` support to the `AzureOpenAI` class (#7127)
- Update LLM question generator prompt to mention JSON markdown (#7105)
- Fixed `astream_chat` in chat engines (#7139)

## [0.7.17] - 2023-08-02

### New Features

- Update `ReActAgent` to support memory modules (minor breaking change since the constructor takes `memory` instead of `chat_history`, but the main `from_tools` method remains backward compatible.) (#7116)
- Update `ReActAgent` to support streaming (#7119)
- Added Neo4j graph store and query engine integrations (#7122)
- add object streaming (#7117)

## [0.7.16] - 2023-07-30

### New Features

- Chat source nodes (#7078)

## [0.7.15] - 2023-07-29

### Bug Fixes / Nits

- anthropic api key customization (#7082)
- Fix broken link to API reference in Contributor Docs (#7080)
- Update vector store docs (#7076)
- Update comment (#7073)

## [0.7.14] - 2023-07-28

### New Features

- Added HotpotQADistractor benchmark evaluator (#7034)
- Add metadata filter and delete support for LanceDB (#7048)
- Use MetadataFilters in opensearch (#7005)
- Added support for `KuzuGraphStore` (#6970)
- Added `kg_triplet_extract_fn` to customize how KGs are built (#7068)

### Bug Fixes / Nits

- Fix string formatting in context chat engine (#7050)
- Fixed tracing for async events (#7052)
- Less strict triplet extraction for KGs (#7059)
- Add configurable limit to KG data retrieved (#7059)
- Nebula connection improvements (#7059)
- Bug fix in building source nodes for agent response (#7067)

## [0.7.13] - 2023-07-26

### New Features

- Support function calling api for AzureOpenAI (#7041)

### Bug Fixes / Nits

- tune prompt to get rid of KeyError in SubQ engine (#7039)
- Fix validation of Azure OpenAI keys (#7042)

## [0.7.12] - 2023-07-25

### New Features

- Added `kwargs` to `ComposableGraph` for the underlying query engines (#6990)
- Validate openai key on init (#6940)
- Added async embeddings and async RetrieverQueryEngine (#6587)
- Added async `aquery` and `async_add` to PGVectorStore (#7031)
- Added `.source_nodes` attribute to chat engine and agent responses (#7029)
- Added `OpenInferenceCallback` for storing generation data in OpenInference format (#6998)

### Bug Fixes / Nits

- Fix achat memory initialization for data agents (#7000)
- Add `print_response_stream()` to agengt/chat engine response class (#7018)

### Bug Fixes / Nits

- Fix achat memory initialization for data agents (#7000)
- Add `print_response_stream()` to agengt/chat engine response class (#7018)

## [v0.7.11.post1] - 2023-07-20

### New Features

- Default to pydantic question generation when possible for sub-question query engine (#6979)

### Bug Fixes / Nits

- Fix returned order of messages in large chat memory (#6979)

## [v0.7.11] - 2023-07-19

### New Features

- Added a `SentenceTransformerRerank` node post-processor for fast local re-ranking (#6934)
- Add numpy support for evaluating queries in pandas query engine (#6935)
- Add metadata filtering support for Postgres Vector Storage integration (#6968)
- Proper llama2 support for agents and query engines (#6969)

### Bug Fixes / Nits

- Added `model_name` to LLMMetadata (#6911)
- Fallback to retriever service context in query engines (#6911)
- Fixed `as_chat_engine()` ValueError with extra kwargs (#6971

## [v0.7.10.post1] - 2023-07-18

### New Features

- Add support for Replicate LLM (vicuna & llama 2!)

### Bug Fixes / Nits

- fix streaming for condense chat engine (#6958)

## [v0.7.10] - 2023-07-17

### New Features

- Add support for chroma v0.4.0 (#6937)
- Log embedding vectors to callback manager (#6962)

### Bug Fixes / Nits

- add more robust embedding timeouts (#6779)
- improved connection session management on postgres vector store (#6843)

## [v0.7.9] - 2023-07-15

### New Features

- specify `embed_model="local"` to use default local embbeddings in the service context (#6806)
- Add async `acall` endpoint to `BasePydanticProgram` (defaults to sync version). Implement for `OpenAIPydanticProgram`

### Bug Fixes / Nits

- fix null metadata for searching existing vector dbs (#6912)
- add module guide docs for `SimpleDirectoryReader` (#6916)
- make sure `CondenseQuestionChatEngine` streaming chat endpoints work even if not explicitly setting `streaming=True` in the underlying query engine.

## [v0.7.8] - 2023-07-13

### New Features

- Added embedding speed benchmark (#6876)
- Added BEIR retrieval benchmark (#6825)

### Bug Fixes / Nits

- remove toctrees from deprecated_terms (#6895)
- Relax typing dependencies (#6879)
- docs: modification to evaluation notebook (#6840)
- raise error if the model does not support functions (#6896)
- fix(bench embeddings): bug not taking into account string length (#6899)x

## [v0.7.7] - 2023-07-13

### New Features

- Improved milvus consistency support and output fields support (#6452)
- Added support for knowledge graph querying w/ cypyer+nebula (#6642)
- Added `Document.example()` to create documents for fast prototyping (#6739)
- Replace react chat engine to use native reactive agent (#6870)

### Bug Fixes / Nits

- chore: added a help message to makefile (#6861)

### Bug Fixes / Nits

- Fixed support for using SQLTableSchema context_str attribute (#6891)

## [v0.7.6] - 2023-07-12

### New Features

- Added sources to agent/chat engine responses (#6854)
- Added basic chat buffer memory to agents / chat engines (#6857)
- Adding load and search tool (#6871)
- Add simple agent benchmark (#6869)
- add agent docs (#6866)
- add react agent (#6865)

### Breaking/Deprecated API Changes

- Replace react chat engine with native react agent (#6870)
- Set default chat mode to "best": use openai agent when possible, otherwise use react agent (#6870)

### Bug Fixes / Nits

- Fixed support for legacy vector store metadata (#6867)
- fix chroma notebook in docs (#6872)
- update LC embeddings docs (#6868)

## [v0.7.5] - 2023-07-11

### New Features

- Add `Anthropic` LLM implementation (#6855)

### Bug Fixes / Nits

- Fix indexing error in `SentenceEmbeddingOptimizer` (#6850)
- fix doc for custom embedding model (#6851)
- fix(silent error): Add validation to `SimpleDirectoryReader` (#6819)
- Fix link in docs (#6833)
- Fixes Azure gpt-35-turbo model not recognized (#6828)
- Update Chatbot_SEC.ipynb (#6808)
- Rename leftover original name to LlamaIndex (#6792)
- patch nested traces of the same type (#6791)

## [v0.7.4] - 2023-07-08

### New Features

- `MetadataExtractor` - Documnent Metadata Augmentation via LLM-based feature extractors (#6764)

### Bug Fixes / Nits

- fixed passing in query bundle to node postprocessors (#6780)
- fixed error in callback manager with nested traces (#6791)

## [v0.7.3] - 2023-07-07

### New Features

- Sub question query engine returns source nodes of sub questions in the callback manager (#6745)
- trulens integration (#6741)
- Add sources to subquestion engine (#6745)

### Bug Fixes / Nits

- Added/Fixed streaming support to simple and condense chat engines (#6717)
- fixed `response_mode="no_text"` response synthesizer (#6755)
- fixed error setting `num_output` and `context_window` in service context (#6766)
- Fix missing as_query_engine() in tutorial (#6747)
- Fixed variable sql_query_engine in the notebook (#6778)
- fix required function fields (#6761)
- Remove usage of stop token in Prompt, SQL gen (#6782)

## [v0.7.2] - 2023-07-06

### New Features

- Support Azure OpenAI (#6718)
- Support prefix messages (e.g. system prompt) in chat engine and OpenAI agent (#6723)
- Added `CBEventType.SUB_QUESTIONS` event type for tracking sub question queries/responses (#6716)

### Bug Fixes / Nits

- Fix HF LLM output error (#6737)
- Add system message support for langchain message templates (#6743)
- Fixed applying node-postprocessors (#6749)
- Add missing `CustomLLM` import under `llama_index.llms` (#6752)
- fix(typo): `get_transformer_tokenizer_fn` (#6729)
- feat(formatting): `black[jupyter]` (#6732)
- fix(test): `test_optimizer_chinese` (#6730)

## [v0.7.1] - 2023-07-05

### New Features

- Streaming support for OpenAI agents (#6694)
- add recursive retriever + notebook example (#6682)

## [v0.7.0] - 2023-07-04

### New Features

- Index creation progress bars (#6583)

### Bug Fixes/ Nits

- Improved chat refine template (#6645)

### Breaking/Deprecated API Changes

- Change `BaseOpenAIAgent` to use `llama_index.llms.OpenAI`. Adjust `chat_history` to use `List[ChatMessage]]` as type.
- Remove (previously deprecated) `llama_index.langchain_helpers.chain_wrapper` module.
- Remove (previously deprecated) `llama_index.token_counter.token_counter` module. See [migration guide](/how_to/callbacks/token_counting_migration.html) for more details on new callback based token counting.
- Remove `ChatGPTLLMPredictor` and `HuggingFaceLLMPredictor`. See [migration guide](/how_to/customization/llms_migration_guide.html) for more details on replacements.
- Remove support for setting `cache` via `LLMPredictor` constructor.
- Update `BaseChatEngine` interface:
  - adjust `chat_history` to use `List[ChatMessage]]` as type
  - expose `chat_history` state as a property
  - support overriding `chat_history` in `chat` and `achat` endpoints
- Remove deprecated arguments for `PromptHelper`: `max_input_size`, `embedding_limit`, `max_chunk_overlap`
- Update all notebooks to use native openai integration (#6696)

## [v0.6.38] - 2023-07-02

### New Features

- add optional tqdm progress during index creation (#6583)
- Added async support for "compact" and "refine" response modes (#6590)
- [feature]add transformer tokenize functionalities for optimizer (chinese) (#6659)
- Add simple benchmark for vector store (#6670)
- Introduce `llama_index.llms` module, with new `LLM` interface, and `OpenAI`, `HuggingFaceLLM`, `LangChainLLM` implementations. (#6615)
- Evaporate pydantic program (#6666)

### Bug Fixes / Nits

- Improve metadata/node storage and retrieval for RedisVectorStore (#6678)
- Fixed node vs. document filtering in vector stores (#6677)
- add context retrieval agent notebook link to docs (#6660)
- Allow null values for the 'image' property in the ImageNode class and se… (#6661)
- Fix broken links in docs (#6669)
- update milvus to store node content (#6667)

## [v0.6.37] - 2023-06-30

### New Features

- add context augmented openai agent (#6655)

## [v0.6.36] - 2023-06-29

### New Features

- Redis support for index stores and docstores (#6575)
- DuckDB + SQL query engine notebook (#6628)
- add notebook showcasing deplot data loader (#6638)

### Bug Fixes / Nits

- More robust JSON parsing from LLM for `SelectionOutputParser` (#6610)
- bring our loaders back in line with llama-hub (#6630)
- Remove usage of SQLStructStoreIndex in notebooks (#6585)
- MD reader: remove html tags and leave linebreaks alone (#6618)
- bump min langchain version to latest version (#6632)
- Fix metadata column name in postgres vector store (#6622)
- Postgres metadata fixes (#6626, #6634)
- fixed links to dataloaders in contribution.md (#6636)
- fix: typo in docs in creating custom_llm huggingface example (#6639)
- Updated SelectionOutputParser to handle JSON objects and arrays (#6610)
- Fixed docstring argument typo (#6652)

## [v0.6.35] - 2023-06-28

- refactor structured output + pydantic programs (#6604)

### Bug Fixes / Nits

- Fix serialization for OpenSearch vector stores (#6612)
- patch docs relationships (#6606)
- Bug fix for ignoring directories while parsing git repo (#4196)
- updated Chroma notebook (#6572)
- Backport old node name (#6614)
- Add the ability to change chroma implementation (#6601)

## [v0.6.34] - 2023-06-26

### Patch Update (v0.6.34.post1)

- Patch imports for Document obj for backwards compatibility (#6597)

### New Features

- New `TextNode`/`Document` object classes based on pydantic (#6586)
- `TextNode`/`Document` objects support metadata customization (metadata templates, exclude metadata from LLM or embeddings) (#6586)
- Nodes no longer require flat metadata dictionaries, unless the vector store you use requires it (#6586)

### Bug Fixes / Nits

- use `NLTK_DATA` env var to control NLTK download location (#6579)
- [discord] save author as metadata in group_conversations.py (#6592)
- bs4 -> beautifulsoup4 in requirements (#6582)
- negate euclidean distance (#6564)
- add df output parser notebook link to docs (#6581)

### Breaking/Deprecated API Changes

- `Node` has been renamed to `TextNode` and is imported from `llama_index.schema` (#6586)
- `TextNode` and `Document` must be instantiated with kwargs: `Document(text=text)` (#6586)
- `TextNode` (fka `Node`) has a `id_` or `node_id` property, rather than `doc_id` (#6586)
- `TextNode` and `Document` have a metadata property, which replaces the extra_info property (#6586)
- `TextNode` no longer has a `node_info` property (start/end indexes are accessed directly with `start/end_char_idx` attributes) (#6586)

## [v0.6.33] - 2023-06-25

### New Features

- Add typesense vector store (#6561)
- add df output parser (#6576)

### Bug Fixes / Nits

- Track langchain dependency via bridge module. (#6573)

## [v0.6.32] - 2023-06-23

### New Features

- add object index (#6548)
- add SQL Schema Node Mapping + SQLTableRetrieverQueryEngine + obj index fixes (#6569)
- sql refactor (NLSQLTableQueryEngine) (#6529)

### Bug Fixes / Nits

- Update vector_stores.md (#6562)
- Minor `BaseResponseBuilder` interface cleanup (#6557)
- Refactor TreeSummarize (#6550)

## [v0.6.31] - 2023-06-22

### Bug Fixes / Nits

- properly convert weaviate distance to score (#6545)
- refactor tree summarize and fix bug to not truncate context (#6550)
- fix custom KG retrieval notebook nits (#6551)

## [v0.6.30] - 2023-06-21

### New Features

- multi-selector support in router query engine (#6518)
- pydantic selector support in router query engine using OpenAI function calling API (#6518)
- streaming response support in `CondenseQuestionChatEngine` and `SimpleChatEngine` (#6524)
- metadata filtering support in `QdrantVectorStore` (#6476)
- add `PGVectorStore` to support postgres with pgvector (#6190)

### Bug Fixes / Nits

- better error handling in the mbox reader (#6248)
- Fix blank similarity score when using weaviate (#6512)
- fix for sorted nodes in `PrevNextNodePostprocessor` (#6048)

### Breaking/Deprecated API Changes

- Refactor PandasQueryEngine to take in df directly, deprecate PandasIndex (#6527)

## [v0.6.29] - 2023-06-20

### New Features

- query planning tool with OpenAI Function API (#6520)
- docs: example of kg+vector index (#6497)
- Set context window sizes for Cohere and AI21(J2 model) (#6485)

### Bug Fixes / Nits

- add default input size for Cohere and AI21 (#6485)
- docs: replace comma with colon in dict object (#6439)
- extra space in prompt and error message update (#6443)
- [Issue 6417] Fix prompt_templates docs page (#6499)
- Rip out monkey patch and update model to context window mapping (#6490)

## [v0.6.28] - 2023-06-19

### New Features

- New OpenAI Agent + Query Engine Cookbook (#6496)
- allow recursive data extraction (pydantic program) (#6503)

### Bug Fixes / Nits

- update mongo interface (#6501)
- fixes that we forgot to include for openai pydantic program (#6503) (#6504)
- Fix github pics in Airbyte notebook (#6493)

## [v0.6.27] - 2023-06-16

### New Features

- Add node doc_id filtering to weaviate (#6467)
- New `TokenCountingCallback` to customize and track embedding, prompt, and completion token usage (#6440)
- OpenAI Retrieval Function Agent (#6491)

### Breaking/Deprecated API Changes

- Deprecated current token tracking (llm predictor and embed model will no longer track tokens in the future, please use the `TokenCountingCallback` (#6440)
- Add maximal marginal relevance to the Simple Vector Store, which can be enabled as a query mode (#6446)

### Bug Fixes / Nits

- `as_chat_engine` properly inherits the current service context (#6470)
- Use namespace when deleting from pinecone (#6475)
- Fix paths when using fsspec on windows (#3778)
- Fix for using custom file readers in `SimpleDirectoryReader` (#6477)
- Edit MMR Notebook (#6486)
- FLARE fixes (#6484)

## [v0.6.26] - 2023-06-14

### New Features

- Add OpenAIAgent and tutorial notebook for "build your own agent" (#6461)
- Add OpenAIPydanticProgram (#6462)

### Bug Fixes / Nits

- Fix citation engine import (#6456)

## [v0.6.25] - 2023-06-13

### New Features

- Added FLARE query engine (#6419).

## [v0.6.24] - 2023-06-12

### New Features

- Added better support for vector store with existing data (e.g. allow configurable text key) for Pinecone and Weaviate. (#6393)
- Support batched upsert for Pineone (#6393)
- Added initial [guidance](https://github.com/microsoft/guidance/) integration. Added `GuidancePydanticProgram` for generic structured output generation and `GuidanceQuestionGenerator` for generating sub-questions in `SubQuestionQueryEngine` (#6246).

## [v0.6.23] - 2023-06-11

### Bug Fixes / Nits

- Remove hardcoded chunk size for citation query engine (#6408)
- Mongo demo improvements (#6406)
- Fix notebook (#6418)
- Cleanup RetryQuery notebook (#6381)

## [v0.6.22] - 2023-06-10

### New Features

- Added `SQLJoinQueryEngine` (generalization of `SQLAutoVectorQueryEngine`) (#6265)
- Added support for graph stores under the hood, and initial support for Nebula KG. More docs coming soon! (#2581)
- Added guideline evaluator to allow llm to provide feedback based on user guidelines (#4664)
- Added support for MongoDB Vector stores to enable Atlas knnbeta search (#6379)
- Added new CitationQueryEngine for inline citations of sources in response text (#6239)

### Bug Fixes

- Fixed bug with `delete_ref_doc` not removing all metadata from the docstore (#6192)
- FIxed bug with loading existing QDrantVectorStore (#6230)

### Miscellaneous

- Added changelog officially to github repo (#6191)

## [v0.6.21] - 2023-06-06

### New Features

- SimpleDirectoryReader has new `filename_as_id` flag to automatically set the doc_id (useful for `refresh_ref_docs()`)
- DocArray vector store integration
- Tair vector store integration
- Weights and Biases callback handler for tracing and versioning indexes
- Can initialize indexes directly from a vector store: `index = VectorStoreIndex.from_vector_store(vector_store=vector_store)`

### Bug Fixes

- Fixed multimodal notebook
- Updated/fixed the SQL tutorial in the docs

### Miscellaneous

- Minor docs updates
- Added github pull-requset templates
- Added github issue-forms

## [v0.6.20] - 2023-06-04

### New Features

- Added new JSONQueryEngine that uses JSON schema to deliver more accurate JSON query answers
- Metadata support for redis vector-store
- Added Supabase vector store integration

### Bug Fixes

- Fixed typo in text-to-sql prompt

### Breaking/Deprecated API Changes

- Removed GPT prefix from indexes (old imports/names are still supported though)

### Miscellaneous

- Major docs updates, brought important modules to the top level

## [v0.6.19] - 2023-06-02

### New Features

- Added agent tool abstraction for llama-hub data loaders

### Miscellaneous

- Minor doc updates

## [v0.6.18] - 2023-06-02

### Miscellaneous

- Added `Discover LlamaIndex` video series to the tutorials docs section
- Minor docs updates