v0.14.12

Release Notes

[2025-12-30]

llama-index-callbacks-agentops [0.4.1]

• Feat/async tool spec support (#20338)

llama-index-core [0.14.12]

• Feat/async tool spec support (#20338)
• Improve MockFunctionCallingLLM (#20356)
• fix(openai): sanitize generic Pydantic model schema names (#20371)
• Element node parser (#20399)
• improve llama dev logging (#20411)
• test(node_parser): add unit tests for Java CodeSplitter (#20423)
• fix: crash in log_vector_store_query_result when result.ids is None (#20427)

llama-index-embeddings-litellm [0.4.1]

• Add docstring to LiteLLM embedding class (#20336)

llama-index-embeddings-ollama [0.8.5]

• feat(llama-index-embeddings-ollama): Add keep_alive parameter (#20395)
• docs: improve Ollama embeddings README with comprehensive documentation (#20414)

llama-index-embeddings-voyageai [0.5.2]

• Voyage multimodal 35 (#20398)

llama-index-graph-stores-nebula [0.5.1]

• feat(nebula): add MENTIONS edge to property graph store (#20401)

llama-index-llms-aibadgr [0.1.0]

• feat(llama-index-llms-aibadgr): Add AI Badgr OpenAI‑compatible LLM integration (#20365)

llama-index-llms-anthropic [0.10.4]

• add back haiku-3 support (#20408)

llama-index-llms-bedrock-converse [0.12.3]

• fix: bedrock converse thinking block issue (#20355)

llama-index-llms-google-genai [0.8.3]

• Switch use_file_api to Flexible file_mode; Improve File Upload Handling & Bump google-genai to v1.52.0 (#20347)
• Fix missing role from Google-GenAI (#20357)
• Add signature index fix (#20362)
• Add positional thought signature for thoughts (#20418)

llama-index-llms-ollama [0.9.1]

• feature: pydantic no longer complains if you pass 'low', 'medium', 'h… (#20394)

llama-index-llms-openai [0.6.12]

• fix: Handle tools=None in OpenAIResponses._get_model_kwargs (#20358)
• feat: add support for gpt-5.2 and 5.2 pro (#20361)

llama-index-readers-confluence [0.6.1]

• fix(confluence): support Python 3.14 (#20370)

llama-index-readers-file [0.5.6]

• Loosen constraint on pandas version (#20387)

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

• chore(deps): bump urllib3 from 2.5.0 to 2.6.0 in /llama-index-integrations/readers/llama-index-readers-service-now in the pip group across 1 directory (#20341)

llama-index-tools-mcp [0.4.5]

• fix: pass timeout parameters to transport clients in BasicMCPClient (#20340)
• feature: Permit to pass a custom httpx.AsyncClient when creating a BasicMcpClient (#20368)

llama-index-tools-typecast [0.1.0]

• feat: add Typecast tool integration with text to speech features (#20343)

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

• Feat/async tool spec support (#20338)

llama-index-vector-stores-chroma [0.5.5]

• Fix chroma nested metadata filters (#20424)
• fix(chroma): support multimodal results (#20426)

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

• Update FTS & GSI reference docs for Couchbase vector-store (#20346)

llama-index-vector-stores-faiss [0.5.2]

• fix(faiss): pass numpy array instead of int to add_with_ids (#20384)

llama-index-vector-stores-lancedb [0.4.4]

• Feat/async tool spec support (#20338)
• fix(vector_stores/lancedb): add missing '<' filter operator (#20364)
• fix(lancedb): fix metadata filtering logic and list value SQL generation (#20374)

llama-index-vector-stores-mongodb [0.9.0]

• Update mongo vector store to initialize without list permissions (#20354)
• add mongodb delete index (#20429)
• async mongodb atlas support (#20430)

llama-index-vector-stores-redis [0.6.2]

• Redis metadata filter fix (#20359)

llama-index-vector-stores-vertexaivectorsearch [0.3.3]

• feat(vertex-vector-search): Add Google Vertex AI Vector Search v2.0 support (#20351)

v0.14.10

Release Notes

[2025-12-04]

llama-index-core [0.14.10]

• feat: add mock function calling llm (#20331)

llama-index-llms-qianfan [0.4.1]

• test: fix typo 'reponse' to 'response' in variable names (#20329)

llama-index-tools-airweave [0.1.0]

• feat: add Airweave tool integration with advanced search features (#20111)

llama-index-utils-qianfan [0.4.1]

• test: fix typo 'reponse' to 'response' in variable names (#20329)

v0.14.9

Release Notes

[2025-12-02]

llama-index-agent-azure [0.2.1]

• fix: Pin azure-ai-projects version to prevent breaking changes (#20255)

llama-index-core [0.14.9]

• MultiModalVectorStoreIndex now returns a multi-modal ContextChatEngine. (#20265)
• Ingestion to vector store now ensures that _node-content is readable (#20266)
• fix: ensure context is copied with async utils run_async (#20286)
• fix(memory): ensure first message in queue is always a user message after flush (#20310)

llama-index-embeddings-bedrock [0.7.2]

• feat(embeddings-bedrock): Add support for Amazon Bedrock Application Inference Profiles (#20267)
• fix:(embeddings-bedrock) correct extraction of provider from model_name (#20295)
• Bump version of bedrock-embedding (#20304)

llama-index-embeddings-voyageai [0.5.1]

• VoyageAI correction and documentation (#20251)

llama-index-llms-anthropic [0.10.3]

• feat: add anthropic opus 4.5 (#20306)

llama-index-llms-bedrock-converse [0.12.2]

• fix(bedrock-converse): Only use guardrail_stream_processing_mode in streaming functions (#20289)
• feat: add anthropic opus 4.5 (#20306)
• feat(bedrock-converse): Additional support for Claude Opus 4.5 (#20317)

llama-index-llms-google-genai [0.7.4]

• Fix gemini-3 support and gemini function call support (#20315)

llama-index-llms-helicone [0.1.1]

• update helicone docs + examples (#20208)

llama-index-llms-openai [0.6.10]

• Smallest Nit (#20252)
• Feat: Add gpt-5.1-chat model support (#20311)

llama-index-llms-ovhcloud [0.1.0]

• Add OVHcloud AI Endpoints provider (#20288)

llama-index-llms-siliconflow [0.4.2]

• [Bugfix] None check on content in delta in siliconflow LLM (#20327)

llama-index-node-parser-docling [0.4.2]

• Relax docling Python constraints (#20322)

llama-index-packs-resume-screener [0.9.3]

• feat: Update pypdf to latest version (#20285)

llama-index-postprocessor-voyageai-rerank [0.4.1]

• VoyageAI correction and documentation (#20251)

llama-index-protocols-ag-ui [0.2.3]

• fix: correct order of ag-ui events to avoid event conflicts (#20296)

llama-index-readers-confluence [0.6.0]

• Refactor Confluence integration: Update license to MIT, remove requirements.txt, and implement HtmlTextParser for HTML to Markdown conversion. Update dependencies and tests accordingly. (#20262)

llama-index-readers-docling [0.4.2]

• Relax docling Python constraints (#20322)

llama-index-readers-file [0.5.5]

• feat: Update pypdf to latest version (#20285)

llama-index-readers-reddit [0.4.1]

• Fix typo in README.md for Reddit integration (#20283)

llama-index-storage-chat-store-postgres [0.3.2]

• [FIX] Postgres ChatStore automatically prefix table name with "data_" (#20241)

llama-index-vector-stores-azureaisearch [0.4.4]

• vector-azureaisearch: check if user agent already in policy before add it to azure client (#20243)
• fix(azureaisearch): Add close/aclose methods to fix unclosed client session warnings (#20309)

llama-index-vector-stores-milvus [0.9.4]

• Fix/consistency level param for milvus (#20268)

llama-index-vector-stores-postgres [0.7.2]

• Fix postgresql dispose (#20312)

llama-index-vector-stores-qdrant [0.9.0]

• fix: Update qdrant-client version constraints (#20280)
• Feat: update Qdrant client to 1.16.0 (#20287)

llama-index-vector-stores-vertexaivectorsearch [0.3.2]

• fix: update blob path in batch_update_index (#20281)

llama-index-voice-agents-openai [0.2.2]

• Smallest Nit (#20252)

v0.14.8

Release Notes

[2025-11-10]

llama-index-core [0.14.8]

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

llama-index-embeddings-nvidia [0.4.2]

• docs: Edit pass and update example model (#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)

llama-index-llms-anthropic [0.10.2]

• feat(llms/anthropic): Add support for RawMessageDeltaEvent in streaming (#20206)
• chore: remove unsupported models (#20211)

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

• feat: integrate bedrock converse with tool call block (#20099)
• feat: Update model name extraction to include 'jp' region prefix and … (#20233)

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

• feat: google genai integration with tool block (#20096)
• fix: non-streaming gemini tool calling (#20207)
• Add token usage information in GoogleGenAI chat additional_kwargs (#20219)
• bug fix google genai stream_complete (#20220)

llama-index-llms-nvidia [0.4.4]

• docs: Edit pass and code example updates (#20200)

llama-index-llms-openai [0.6.8]

• FixV2: Correct DocumentBlock type for OpenAI from 'input_file' to 'file' (#20203)
• OpenAI v2 sdk support (#20234)

llama-index-llms-upstage [0.6.5]

• OpenAI v2 sdk support (#20234)

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

• OpenAI v2 sdk support (#20234)

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

• OpenAI v2 sdk support (#20234)

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

• docs: Edit pass (#20199)

llama-index-readers-web [0.5.6]

• feat: Add ScrapyWebReader Integration (#20212)
• Update Scrapy dependency to 2.13.3 (#20228)

llama-index-readers-whisper [0.3.0]

• OpenAI v2 sdk support (#20234)

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

• fix: Ensure schema creation only occurs if it doesn't already exist (#20225)

llama-index-tools-brightdata [0.2.1]

• docs: add api key claim instructions (#20204)

llama-index-tools-mcp [0.4.3]

• Added test case for issue 19211. No code change (#20201)

llama-index-utils-oracleai [0.3.1]

• Update llama-index-core dependency to 0.12.45 (#20227)

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

• fix: FTS index recreation bug on every LanceDB query (#20213)

v0.14.7

Release Notes

[2025-10-30]

llama-index-core [0.14.7]

• Feat/serpex tool integration (#20141)
• Fix outdated error message about setting LLM (#20157)
• Fixing some recently failing tests (#20165)
• Fix: update lock to latest workflow and fix issues (#20173)
• fix: ensure full docstring is used in FunctionTool (#20175)
• fix api docs build (#20180)

llama-index-embeddings-voyageai [0.5.0]

• Updating the VoyageAI integration (#20073)

llama-index-llms-anthropic [0.10.0]

• feat: integrate anthropic with tool call block (#20100)

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

• feat: Add support for Bedrock Guardrails streamProcessingMode (#20150)
• bedrock structured output optional force (#20158)

llama-index-llms-fireworks [0.4.5]

• Update FireworksAI models (#20169)

llama-index-llms-mistralai [0.9.0]

• feat: mistralai integration with tool call block (#20103)

llama-index-llms-ollama [0.9.0]

• feat: integrate ollama with tool call block (#20097)

llama-index-llms-openai [0.6.6]

• Allow setting temp of gpt-5-chat (#20156)

llama-index-readers-confluence [0.5.0]

• feat(confluence): make SVG processing optional to fix pycairo install… (#20115)

llama-index-readers-github [0.9.0]

• Add GitHub App authentication support (#20106)

llama-index-retrievers-bedrock [0.5.1]

• Fixing some recently failing tests (#20165)

llama-index-tools-serpex [0.1.0]

• Feat/serpex tool integration (#20141)
• add missing toml info (#20186)

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

• Add Hyperscale and Composite Vector Indexes support for Couchbase vector-store (#20170)

v0.14.6

Release Notes

[2025-10-26]

llama-index-core [0.14.6]

• Add allow_parallel_tool_calls for non-streaming (#20117)
• Fix invalid use of field-specific metadata (#20122)
• update doc for SemanticSplitterNodeParser (#20125)
• fix rare cases when sentence splits are larger than chunk size (#20147)

llama-index-embeddings-bedrock [0.7.0]

• Fix BedrockEmbedding to support Cohere v4 response format (#20094)

llama-index-embeddings-isaacus [0.1.0]

• feat: Isaacus embeddings integration (#20124)

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

• Update OCI GenAI cohere models (#20146)

llama-index-llms-anthropic [0.9.7]

• Fix double token stream in anthropic llm (#20108)
• Ensure anthropic content delta only has user facing response (#20113)

llama-index-llms-baseten [0.1.7]

• add GLM (#20121)

llama-index-llms-helicone [0.1.0]

• integrate helicone to llama-index (#20131)

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

• Update OCI GenAI cohere models (#20146)

llama-index-llms-openai [0.6.5]

• chore: openai vbump (#20095)

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

• chore: Update selenium dependency in imdb-review reader (#20105)

llama-index-retrievers-bedrock [0.5.0]

• feat(bedrock): add async support for AmazonKnowledgeBasesRetriever (#20114)

llama-index-retrievers-superlinked [0.1.3]

• Update README.md (#19829)

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

• fix: Replace raw SQL string interpolation with proper SQLAlchemy parameterized APIs in PostgresKVStore (#20104)

llama-index-tools-mcp [0.4.3]

• Fix BasicMCPClient resource signatures (#20118)

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

• Add GIN index support for text array metadata in PostgreSQL vector store (#20130)

v0.14.5

Release Notes

[2025-10-15]

llama-index-core [0.14.5]

• Remove debug print (#20000)
• safely initialize RefDocInfo in Docstore (#20031)
• Add progress bar for multiprocess loading (#20048)
• Fix duplicate node positions when identical text appears multiple times in document (#20050)
• chore: tool call block - part 1 (#20074)

llama-index-instrumentation [0.4.2]

• update instrumentation package metadata (#20079)

llama-index-llms-anthropic [0.9.5]

• ✨ feat(anthropic): add prompt caching model validation utilities (#20069)
• fix streaming thinking/tool calling with anthropic (#20077)
• Add haiku 4.5 support (#20092)

llama-index-llms-baseten [0.1.6]

• Baseten provider Kimi K2 0711, Llama 4 Maverick and Llama 4 Scout Model APIs deprecation (#20042)

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

• feat: List Claude Sonnet 4.5 as a reasoning model (#20022)
• feat: Support global cross-region inference profile prefix (#20064)
• Update utils.py for opus 4.1 (#20076)
• 4.1 opus bedrockconverse missing in funcitoncalling models (#20084)
• Add haiku 4.5 support (#20092)

llama-index-llms-fireworks [0.4.4]

• Add Support for Custom Models in Fireworks LLM (#20023)
• fix(llms/fireworks): Cannot use Fireworks Deepseek V3.1-20006 issue (#20028)

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

• Add support for xAI models in OCI GenAI (#20089)

llama-index-llms-openai [0.6.4]

• Gpt 5 pro addition (#20029)
• fix collecting final response with openai responses streaming (#20037)
• Add support for GPT-5 models in utils.py (JSON_SCHEMA_MODELS) (#20045)
• chore: tool call block - part 1 (#20074)

llama-index-llms-sglang [0.1.0]

• Added Sglang llm integration (#20020)

llama-index-readers-gitlab [0.5.1]

• feat(gitlab): add pagination params for repository tree and issues (#20052)

llama-index-readers-json [0.4.2]

• vbump the JSON reader (#20039)

llama-index-readers-web [0.5.5]

• fix: ScrapflyReader Pydantic validation error (#19999)

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

• bump dynamodb chat store deps (#20078)

llama-index-tools-mcp [0.4.2]

• 🐛 fix(tools/mcp): Fix dict type handling and reference resolution in … (#20082)

llama-index-tools-signnow [0.1.0]

• feat(signnow): SignNow mcp tools integration (#20057)

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

• feat: Add Tavily extract function for URL content extraction (#20038)

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

• Add hybrid search to Azure PostgreSQL integration (#20027)

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

• fix: Milvus get_field_kwargs() (#20086)

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

• fix(opensearch): Correct version check for efficient filtering (#20067)

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

• fix(qdrant): Allow async-only initialization with hybrid search (#20005)

v0.14.4

Release Notes

[2025-09-24]

llama-index-core [0.14.4]

• fix pre-release installs (#20010)

llama-index-embeddings-anyscale [0.4.2]

• fix llm deps for openai (#19944)

llama-index-embeddings-baseten [0.1.2]

• fix llm deps for openai (#19944)

llama-index-embeddings-fireworks [0.4.2]

• fix llm deps for openai (#19944)

llama-index-embeddings-opea [0.2.2]

• fix llm deps for openai (#19944)

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

• Fix authorization header setup logic in text embeddings inference (#19979)

llama-index-llms-anthropic [0.9.3]

• feat: add anthropic sonnet 4.5 (#19977)

llama-index-llms-anyscale [0.4.2]

• fix llm deps for openai (#19944)

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

• fix llm deps for openai (#19944)

llama-index-llms-baseten [0.1.5]

• fix llm deps for openai (#19944)

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

• feat: Additional support for Claude Sonnet 4.5 (#19980)

llama-index-llms-deepinfra [0.5.2]

• fix llm deps for openai (#19944)

llama-index-llms-everlyai [0.4.2]

• fix llm deps for openai (#19944)

llama-index-llms-fireworks [0.4.2]

• fix llm deps for openai (#19944)

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

• Fix for ValueError: ChatMessage contains multiple blocks, use 'ChatMe… (#19954)

llama-index-llms-keywordsai [1.1.2]

• fix llm deps for openai (#19944)

llama-index-llms-localai [0.5.2]

• fix llm deps for openai (#19944)

llama-index-llms-mistralai [0.8.2]

• Update list of MistralAI LLMs (#19981)

llama-index-llms-monsterapi [0.4.2]

• fix llm deps for openai (#19944)

llama-index-llms-nvidia [0.4.4]

• fix llm deps for openai (#19944)

llama-index-llms-ollama [0.7.4]

• Fix TypeError: unhashable type: 'dict' in Ollama stream chat with tools (#19938)

llama-index-llms-openai [0.6.1]

• feat(OpenAILike): support structured outputs (#19967)

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

• feat(OpenAILike): support structured outputs (#19967)

llama-index-llms-openrouter [0.4.2]

• chore(openrouter,anthropic): add py.typed (#19966)

llama-index-llms-perplexity [0.4.2]

• fix llm deps for openai (#19944)

llama-index-llms-portkey [0.4.2]

• fix llm deps for openai (#19944)

llama-index-llms-sarvam [0.2.1]

• fixed Sarvam Integration and Typos (Fixes #19931) (#19932)

llama-index-llms-upstage [0.6.4]

• fix llm deps for openai (#19944)

llama-index-llms-yi [0.4.2]

• fix llm deps for openai (#19944)

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

• feat: Bedrock AgentCore Memory integration (#19953)

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

• fix llm deps for openai (#19944)

llama-index-readers-confluence [0.4.4]

• Fix: Respect cloud parameter when fetching child pages in ConfluenceR… (#19983)

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

• Bug Fix :- Not Able to Fetch Page whose latest is empty or null (#19916)

llama-index-selectors-notdiamond [0.4.0]

• fix llm deps for openai (#19944)

llama-index-tools-agentql [1.2.0]

• fix llm deps for openai (#19944)

llama-index-tools-playwright [0.3.1]

• chore: fix playwright tests (#19946)

llama-index-tools-scrapegraph [0.2.2]

• feat: update scrapegraphai (#19974)

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

• docs: fix query method docstring in ChromaVectorStore Fixes #19969 (#19973)

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

• fix llm deps for openai (#19944)

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

• fix index creation in postgres vector store (#19955)

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

• Add ApacheSolrVectorStore Integration (#19933)

v0.14.3

Release Notes

[2025-09-24]

llama-index-core [0.14.3]

• Fix Gemini thought signature serialization (#19891)
• Adding a ThinkingBlock among content blocks (#19919)

llama-index-llms-anthropic [0.9.0]

• Adding a ThinkingBlock among content blocks (#19919)

llama-index-llms-baseten [0.1.4]

• added kimik2 0905 and reordered list for validation (#19892)
• Baseten Dynamic Model APIs Validation (#19893)

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

• Add missing FileAPI support for documents (#19897)
• Adding a ThinkingBlock among content blocks (#19919)

llama-index-llms-mistralai [0.8.0]

• Adding a ThinkingBlock among content blocks (#19919)

llama-index-llms-openai [0.6.0]

• Adding a ThinkingBlock among content blocks (#19919)

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

• improve how state snapshotting works in AG-UI (#19934)

llama-index-readers-mongodb [0.5.0]

• Use PyMongo Asynchronous API instead of Motor (#19875)

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

• [New Package] Add PaddleOCR Reader for extracting text from images in PDFs (#19827)

llama-index-readers-web [0.5.4]

• feat(readers/web-firecrawl): migrate to Firecrawl v2 SDK (#19773)

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

• Use PyMongo Asynchronous API instead of Motor (#19875)

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

• Use PyMongo Asynchronous API instead of Motor (#19875)

llama-index-tools-valyu [0.5.0]

• Add Valyu Extractor and Fast mode (#19915)

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

• Fix/llama index vector stores azureaisearch fix (#19800)

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

• Add support for Azure PostgreSQL (#19709)

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

• Add proper compat for old sparse vectors (#19882)

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

• Fix SQLi Vulnerability in SingleStore Db (#19914)

v0.14.2

Release Notes