v0.14.16

Release Notes

[2026-03-10]

llama-index-core [0.14.16]

• Add token-bucket rate limiter for LLM and embedding API calls (#20712)
• Fix/20706 chonkie init doc (#20713)
• fix: pass tool_choice through FunctionCallingProgram (#20740)
• feat: Multimodal LLMReranker (#20743)
• feat: add optional embed_model to SemanticDoubleMergingSplitterNodeParser (#20748)
• fix(core): preserve doc_id in legacy_json_to_doc (#20750)
• fix: async retry backoff to avoid blocking event loop (#20764)
• Fix additionalProperties in auto-generated KG schema models (#20768)
• fix: respect db_schema when custom async_engine is provided (#20779)
• fix(core): replace blocking run_async_tasks with asyncio.gather (#20795)
• feat(rate_limiter): add SlidingWindowRateLimiter for strict per-minute caps (#20799)
• fix(core): preserve docstore_strategy across pipeline runs when no vector store is attached (#20824)
• Fix FunctionTool not respecting pydantic Field defaults (#20839)
• Fix MarkdownElementNodeParser to extract code blocks (#20840)
• security: add RestrictedUnpickler to SimpleObjectNodeMapping (CWE-502) (#20857)
• feat: extend vector store metadata filters (#20861)
• fix(react): pass system_prompt to ReActChatFormatter template (#20873)
• refactor: deprecate asyncio_module in favour of get_asyncio_module (#20902)
• fix(core): partial-failure handling in SubQuestionQueryEngine (#20905)
• fix: add bounds check to prevent infinite loop in ChatMemoryBuffer.get() (#20914)
• fix: ensure streaming flag reset on exception in CondenseQuestionChatEngine (#20915)
• fix: pass through run id correctly (#20928)

llama-index-embeddings-bedrock [0.7.4]

• fix: raise ValueError when 'model' is passed instead of 'model_name' in BedrockEmbedding (#20836)

llama-index-embeddings-openai [0.5.2]

• Respect Retry-After header in OpenAI retry decorator (#20813)

llama-index-embeddings-upstage [0.5.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-graph-stores-neo4j [0.6.0]

• Add Neo4j user agent (#20827)
• feat(neo4j): add apoc_sample parameter for large database schema introspection (#20859)

llama-index-instrumentation [0.4.3]

• otel instrumentation enhancements (#20816)

llama-index-llms-anthropic [0.10.11]

• Add User-Agent header for Anthropic API calls (#20771)
• fix: apply cache_control only to last block to respect Anthropic's 4-block limit (#20875)

llama-index-llms-azure-inference [0.6.0]

• fix(azure-inference): properly manage async client lifecycle to prevent unclosed sessions (#20885)

llama-index-llms-bedrock-converse [0.13.0]

• fix(bedrock-converse): Improve handling of reasoningContent in responses from Converse & ConverStream requests (#20853)

llama-index-llms-langchain [0.7.2]

• fix: bump ver to trigger llama-index-llms-langchain integration release (#20751)

llama-index-llms-mistralai [0.10.0.post2]

• Fix mistralai pkg version bump (#20776)
• fix: update Mistral package Python requirement (#20777)

llama-index-llms-modelslab [0.1.0]

• feat: Add ModelsLab LLM integration (llama-index-llms-modelslab) (#20731)

llama-index-llms-openai [0.6.26]

• fix-openai-toolcall-after-thinking #20333 (#20725)
• fix: forward allow_parallel_tool_calls for OpenAI chat completions (#20744)
• feat: gpt-5-chat support (#20774)
• feat: support reasoning_content in OpenAI Chat Completions (#20786)
• nit: add openai model name (#20800)
• fix: Use constrained decoding for OpenAIResponses structured_predict (#20808)
• Respect Retry-After header in OpenAI retry decorator (#20813)
• fix openai tool calls (#20831)
• fix: strip parallel_tool_calls for reasoning models (#20866)

llama-index-node-parser-chonkie [0.1.2]

• Fix/20706 chonkie init doc (#20713)

llama-index-observability-otel [0.5.1]

• feat: add extra span processors to register within the otel tracer (#20747)
• feat: pass a custom tracer provider (#20765)
• feat: add inheritance for external context (#20788)
• otel instrumentation enhancements (#20816)

llama-index-packs-agent-search-retriever [0.4.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-packs-amazon-product-extraction [0.4.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-packs-arize-phoenix-query-engine [0.4.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)
• chore(deps): bump the uv group across 6 directories with 2 updates (#20856)

llama-index-packs-auto-merging-retriever [0.5.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-packs-code-hierarchy [0.6.1]

• chore(deps): bump the uv group across 8 directories with 2 updates (#20758)
• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)
• bump the uv group across 9 directories with 2 updates (#20798)
• chore(deps): bump the uv group across 6 directories with 2 updates (#20856)

llama-index-packs-cohere-citation-chat [0.5.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-packs-deeplake-deepmemory-retriever [0.4.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-packs-deeplake-multimodal-retrieval [0.3.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-packs-dense-x-retrieval [0.5.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-packs-diff-private-simple-dataset [0.4.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-packs-evaluator-benchmarker [0.4.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-packs-fusion-retriever [0.5.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-packs-fuzzy-citation [0.4.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-packs-gmail-openai-agent [0.4.1]

• chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-packs-koda-retriever [0...

v0.14.15

Release Notes

[2026-02-18]

llama-index-agent-agentmesh [0.1.0]

• [Integration] AgentMesh: Trust Layer for LlamaIndex Agents (#20644)

llama-index-core [0.14.15]

• Support basic operations for multimodal types (#20640)
• Feat recursive llm type support (#20642)
• fix: remove redundant metadata_seperator field from TextNode (#20649)
• fix(tests): update mock prompt type in mock_prompts.py (#20661)
• Feat multimodal template var formatting (#20682)
• Feat multimodal prompt templates (#20683)
• Feat multimodal chat prompt helper (#20684)
• Add retry and error handling to BaseExtractor (#20693)
• ensure at least one message/content block is returned by the old memory (#20729)

llama-index-embeddings-ibm [0.6.0.post1]

• chore: Remove persistent_connection parameter support, update (#20714)
• docs: Update IBM docs (#20718)

llama-index-llms-anthropic [0.10.9]

• Sonnet 4-6 addition (#20723)

llama-index-llms-bedrock-converse [0.12.10]

• fix(bedrock-converse): ensure thinking_delta is populated in all chat modes (#20664)
• feat(bedrock-converse): Add support for Claude Sonnet 4.6 (#20726)

llama-index-llms-ibm [0.7.0.post1]

• chore: Remove persistent_connection parameter support, update (#20714)
• docs: Update IBM docs (#20718)

llama-index-llms-mistralai [0.10.0]

• Rrubini/mistral azure sdk (#20668)

llama-index-llms-oci-data-science [1.0.0]

• Add support for new OCI DataScience endpoint /predictWithStream for streaming use case (#20545)

llama-index-observability-otel [0.3.0]

• improve otel data serialization by flattening dicts (#20719)
• feat: support custom span processor; refactor: use llama-index-instrumentation instead of llama-index-core (#20732)

llama-index-program-evaporate [0.5.2]

• Sandbox LLM-generated code execution in EvaporateExtractor (#20676)

llama-index-readers-bitbucket [0.4.2]

• fix: replace mutable default argument in load_all_file_paths (#20698)

llama-index-readers-github [0.10.0]

• feat: Enhance GitHubRepoReader with selective file fetching and deduplication (Issue #20471) (#20550)

llama-index-readers-layoutir [0.1.1]

• feat: Add LayoutIR reader integration (#20708)
• fix(layoutir): hotfix for output_dir crash and Block extraction (#20708 follow-up) (#20715)
• fix(layoutir): restrict requires-python to >=3.12 to match layoutir dependency (#20733)

llama-index-readers-microsoft-sharepoint [0.8.0]

• Add pagination support for Microsoft Graph API calls in SharePoint reader (#20704)

llama-index-readers-whatsapp [0.4.2]

• fix: Update WhatsAppChatLoader to retrieve DataFrame in pandas format (#20722)

llama-index-tools-mcp [0.4.7]

• feat: propagate partial_params to get_tools_from_mcp utils (#20669)

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

• Replace eval() with json.loads in FaissMapVectorStore persistence (#20675)

llama-index-vector-stores-milvus [1.0.0]

• Fix: remove ORM Collection mix-usage with MilvusClient in Milvus vector store (#20687)

v0.14.14

Release Notes

[2026-02-10]

llama-index-callbacks-wandb [0.4.2]

• Fix potential crashes and improve security defaults in core components (#20610)

llama-index-core [0.14.14]

• fix: catch pydantic ValidationError in VectorStoreQueryOutputParser (#20450)
• fix: distinguish empty string from None in MediaResource.hash (#20451)
• Langchain1.x support (#20472)
• Fix DeprecationWarning: 'asyncio.iscoroutinefunction' is deprecated (#20517)
• fix(core): fallback to bundled nltk cache if env var missing (#20528)
• feat(callbacks): add TokenBudgetHandler for cost governance (#20546)
• fix(core):handled a edge case in truncate_text function (#20551)
• fix(core):fix in types Thread passing None when target is None instead of copy_context().run (#20553)
• chore: bump llama-index lockfile, and minor test tweaks (#20556)
• Compatibility for workflows context changes (#20557)
• test(core): fix cache dir path test for Windows compatibility (#20566)
• fix(tests): enforce utf-8 encoding in json reader tests for windows compatibility (#20576)
• Fix BM25Retriever mapping in upgrade tool / 修复升级工具中的 BM25Retriever 映射 (#20582)
• fix(agent): handle empty LLM responses with retry logic and add test cases (#20596)
• fix: add show_progress parameter to run_transformations to prevent unexpected keyword argument error (#20608)
• Fix potential crashes and improve security defaults in core components (#20610)
• Add core 3.14 tests (#20619)

llama-index-embeddings-cohere [0.7.0]

• fix(embeddings-cohere): add retry logic with tenacity (#20592)

llama-index-embeddings-google-genai [0.3.2]

• Add client headers to Gemini API requests (#20519)

llama-index-embeddings-siliconflow [0.3.2]

• Fix DeprecationWarning: 'asyncio.iscoroutinefunction' is deprecated (#20517)

llama-index-embeddings-upstage [0.5.1]

• chore(deps): bump the uv group across 4 directories with 4 updates (#20531)

llama-index-graph-stores-falkordb [0.4.2]

• fix(falkordb): Fix MENTIONS relationship creation with triplet_source_id (#20650)

llama-index-llms-anthropic [0.10.8]

• chore: Update cacheable Anthropic models (#20581)
• chore: add support for opus 4.6 (#20635)

llama-index-llms-bedrock-converse [0.12.8]

• fix bedrock converse empty tool config issue (#20571)
• fix(llms-bedrock-converse): improve bedrock converse retry handling (#20590)
• feat(bedrock-converse): Add support for Claude Opus 4.6 (#20637)
• Add support for adaptive thinking in Bedrock (#20659)
• chore(deps): bump the pip group across 2 directories with 7 updates (#20662)

llama-index-llms-cohere [0.7.1]

• Feat: add custom base_url support to Cohere LLM (#20534)
• fix(llms-cohere): handle additional error types in retry logic (#20591)

llama-index-llms-dashscope [0.5.2]

• fix(dashscope): remove empty tool_calls from assistant messages (#20535)

llama-index-llms-google-genai [0.8.7]

• Add client headers to Gemini API requests (#20519)
• fix(decorator):adds logic to llm_retry_decorator for async methods. (#20588)
• Fix/google genai cleanup (#20607)
• fix(google-genai): skip model meta fetch when not needed (#20639)

llama-index-llms-huggingface-api [0.6.2]

• Update sensible default provider for huggingface inference api (#20589)

llama-index-llms-langchain [0.7.1]

• Langchain1.x support (#20472)

llama-index-llms-openai [0.6.18]

• OpenAI response fix (#20538)
• feat: Add support for gpt-5.2-chat model (#20549)
• fix(openai): make image_url detail optional in message dict (#20609)
• Add new reasoning types (#20612)
• fix(openai): exclude unsupported params for all reasoning models (#20627)

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

• make transformers an optional dependency for openai-like (#20580)

llama-index-llms-openrouter [0.4.4]

• make transformers an optional dependency for openai-like (#20580)

llama-index-llms-siliconflow [0.4.3]

• Fix DeprecationWarning: 'asyncio.iscoroutinefunction' is deprecated (#20517)

llama-index-llms-upstage [0.7.0]

• add new upstage model(solar-pro3) (#20544)

llama-index-llms-vllm [0.6.2]

• feat: add openai-like server mode for VllmServer (#20537)

llama-index-memory-bedrock-agentcore [0.1.2]

• Add event and memory record deletion methods in bedrock-agentcorememory (#20428)
• chore(deps): update llama-index-core dependency lock to include 0.14.x (#20483)

llama-index-memory-mem0 [1.0.0]

• fix: mem0 integration cleanup + refactor (#20532)

llama-index-node-parser-chonkie [0.1.1]

• feat: add chonkie integration (#20622)
• update readme (#20656)

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

• fix: catch pydantic ValidationError in VectorStoreQueryOutputParser (#20450)

llama-index-packs-code-hierarchy [0.6.1]

• chore(deps): bump the uv group across 12 directories with 14 updates (#20578)

llama-index-packs-gmail-openai-agent [0.4.1]

• chore(deps): bump the uv group across 12 directories with 14 updates (#20578)

llama-index-packs-multidoc-autoretrieval [0.4.1]

• chore(deps): bump the uv group across 12 directories with 14 updates (#20578)

llama-index-packs-panel-chatbot [0.4.1]

• chore(deps): bump the uv group across 12 directories with 14 updates (#20578)

llama-index-packs-recursive-retriever [0.7.1]

• chore(deps): bump the uv group across 12 directories with 14 updates (#20578)
• chore(deps): bump the pip group across 2 directories with 7 updates (#20662)

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

• chore(deps): bump the uv group across 12 directories with 14 updates (#20578)

llama-index-packs-retry-engine-weaviate [0.5.1]

• chore(deps): bump the uv group across 12 directories with 14 updates (#20578)

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

• chore(deps): bump the uv group across 12 directories with 14 updates (#20578)

llama-index-packs-sub-question-weaviate [0.4.1]

• chore(deps): bump the uv group across 12 directories with 14 updates (#20578)

llama-index-packs-timescale-vector-autoretrieval [0.4.1]

• chore(deps): bump the uv group across 12 directories with 14 updates (#20578)

llama-index-postprocessor-cohere-rerank [0.6.0]

• fix(cohere-rerank): add retry logic and tenacity dependency to cohere rerank (#20593)

llama-index-postprocessor-nvidia-rerank [0.5.4]

• fix(nvidia-rerank):...

v0.14.13

Release Notes

[2026-01-21]

llama-index-core [0.14.13]

• feat: add early_stopping_method parameter to agent workflows (#20389)
• feat: Add token-based code splitting support to CodeSplitter (#20438)
• Add RayIngestionPipeline integration for distributed data ingestion (#20443)
• Added the multi-modal version of the Condensed Conversation & Context… (#20446)
• Replace ChatMemoryBuffer with Memory (#20458)
• fix(bug):Raise value error on when input is empty list in mean_agg instead of returning float (#20466)
• fix: The classmethod of ReActChatFormatter should use cls instead of the class name (#20475)
• feat: add configurable empty response message to synthesizers (#20503)

llama-index-embeddings-bedrock [0.7.3]

• Enable use of ARNs for Bedrock Embedding Models (#20435)

llama-index-embeddings-ollama [0.8.6]

• Improved Ollama batch embedding (#20447)

llama-index-embeddings-voyageai [0.5.3]

• Adding voyage-4 models (#20497)

llama-index-ingestion-ray [0.1.0]

• Add RayIngestionPipeline integration for distributed data ingestion (#20443)

llama-index-llms-anthropic [0.10.6]

• feat: enhance structured predict methods for anthropic (#20440)
• fix: preserve input_tokens in Anthropic stream_chat responses (#20512)

llama-index-llms-apertis [0.1.0]

• Add Apertis LLM integration with example notebook (#20436)

llama-index-llms-bedrock-converse [0.12.4]

• chore(bedrock-converse): Remove extraneous thinking_delta kwarg from ChatMessage (#20455)

llama-index-llms-gemini [0.6.2]

• chore: deprecate llama-index-llms-gemini (#20511)

llama-index-llms-openai [0.6.13]

• Sanitize OpenAI structured output JSON schema name for generic Pydantic models (#20452)
• chore: vbump openai (#20482)

llama-index-llms-openrouter [0.4.3]

• Feature/openrouter provider routing support (#20431)

llama-index-packs-recursive-retriever [0.7.1]

• security: remove exposed OpenAI API keys from notebook outputs (#20474)

llama-index-packs-sentence-window-retriever [0.5.1]

• security: remove exposed OpenAI API keys from notebook outputs (#20474)

llama-index-readers-datasets [0.1.0]

• Add HuggingFace datasets reader integration (#20468)

llama-index-readers-patentsview [1.0.0]

• Patentsview reader api changes (#20481)

llama-index-retrievers-you [1.0.0]

• Revamp YouRetriever integration (#20493)

llama-index-tools-parallel-web-systems [0.1.0]

• feat: added Parallel Web System tools (#20442)

llama-index-vector-stores-alibabacloud-mysql [0.1.0]

• Feature/alibaba mysql vector integration (#20396)

llama-index-vector-stores-milvus [0.9.6]

• Feat milvus partition names (#20445)
• improve(llama-index-vector-stores-milvus): Changed the partition parameter to milvus_partition_name in add/delete. (#20460)

llama-index-vector-stores-mongodb [0.9.1]

• INTPYTHON-863 Fix mongodb async integration (#20444)

llama-index-vector-stores-neo4jvector [0.5.2]

• Handle missing metadata for neo4j vector store (#20491)

llama-index-vector-stores-opensearch [0.6.3]

• fix (opensearch): add close and aclose methods to vector client (#20463)

llama-index-vector-stores-qdrant [0.9.1]

• Qdrant search params (#20476)

llama-index-vector-stores-vertexaivectorsearch [0.3.4]

• feat(vertexaivectorsearch): add hybrid search support (#20487)

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

• feat: Volcengine MySQL vector store integration (#20404)

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)