llama_index - v0.13.4

Release Notes

[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 'refdocid' instead of 'doc_id' during deletion (#19759)

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

feat: Payload indexes support to QdrantVectorStore (#19743)

- Python
Published by github-actions[bot] 6 months ago

llama_index - v0.13.3.post1

Release Notes

- Python
Published by github-actions[bot] 6 months ago

llama_index - v0.13.3

Release Notes

[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)

- Python
Published by github-actions[bot] 6 months ago

llama_index - v0.13.2.post1

Release Notes

docs fixes

- Python
Published by github-actions[bot] 6 months ago

llama_index - v0.13.2

Release Notes

[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)

- Python
Published by github-actions[bot] 6 months ago

llama_index - v0.13.1

Release Notes

[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)

- Python
Published by github-actions[bot] 7 months ago

llama_index - v0.13.0.post3

Release Notes

- Python
Published by github-actions[bot] 7 months ago

llama_index - v0.13.0.post2

Release Notes

- Python
Published by github-actions[bot] 7 months ago

llama_index - v0.13.0.post1

Release Notes

- Python
Published by github-actions[bot] 7 months ago

llama_index - v0.13.0

Release Notes

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 regionname via `clientkwargs` 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)

- Python
Published by github-actions[bot] 7 months ago

llama_index - v0.12.52.post1

Release Notes

- Python
Published by github-actions[bot] 7 months ago

llama_index - v0.12.52

Release Notes

[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)

- Python
Published by github-actions[bot] 7 months ago

llama_index - v0.12.51

Release Notes

- Python
Published by github-actions[bot] 7 months ago

llama_index - v0.12.50

Release Notes

[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 loadkwargs from `WikipediaToolSpec.loaddata` 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)

- Python
Published by github-actions[bot] 7 months ago

llama_index - v0.12.49 (2025-14-07)

Release Notes

[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)

- Python
Published by github-actions[bot] 7 months ago

llama_index - v0.12.48 (2025-07-09)

Release Notes

[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)

- Python
Published by github-actions[bot] 8 months ago

llama_index - v0.12.47 (2025-07-06)

Release Notes

`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)

- Python
Published by github-actions[bot] 8 months ago

llama_index - v0.12.46.post1

Release Notes

- Python
Published by github-actions[bot] 8 months ago

llama_index - v0.12.46 (2025-07-02)

Release Notes

[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)

- Python
Published by github-actions[bot] 8 months ago

llama_index - v0.12.45 (2025-06-30)

Release Notes

[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 maxchunksize (#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)

- Python
Published by github-actions[bot] 8 months ago

llama_index - v0.12.44.post1

Release Notes

- Python
Published by github-actions[bot] 8 months ago

llama_index - v0.12.44 (2025-06-26)

Release Notes

`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 apikey use `PPLXAPI_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)

- Python
Published by github-actions[bot] 8 months ago

llama_index - v0.12.43

Release Notes

- Python
Published by github-actions[bot] 8 months ago

llama_index - v0.12.42 (2025-06-11)

Release Notes

`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)

- Python
Published by github-actions[bot] 8 months ago

llama_index - v0.12.41 (2025-06-07)

Release Notes

`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: apibase vs azureendpoint 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: apibase vs azureendpoint 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)

- Python
Published by github-actions[bot] 9 months ago

llama_index - v0.12.40 (2025-06-02)

Release Notes

`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)

- Python
Published by github-actions[bot] 9 months ago

llama_index - v0.12.39 (2025-05-30)

Release Notes

[2025-05-30]

`llama-index-core` [0.12.39]

feat: Adding Resource to perform dependency injection in Workflows (docs coming soon!) (#18884)
feat: Add tool_required 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)

- Python
Published by github-actions[bot] 9 months ago

llama_index - v0.12.38 (2025-05-28)

Release Notes

`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 allowparalleltool_calls to FunctionAgent (#18829)
feat: Allow ctx in BaseToolSpec functions, other ctx + tool calling overhauls (#18783)
feat: Optimize getbiggestprompt 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)

- Python
Published by github-actions[bot] 9 months ago

llama_index - v0.12.37 (2025-05-19)

Release Notes

`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)

- Python
Published by github-actions[bot] 9 months ago

llama_index - v0.12.35 (2024-05-08)

Release Notes

`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 drawallpossible_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)

- Python
Published by github-actions[bot] 10 months ago

llama_index - v0.12.34

- Python
Published by github-actions[bot] 10 months ago

llama_index - v0.12.33

- Python
Published by github-actions[bot] 10 months ago

llama_index - v0.12.32

- Python
Published by github-actions[bot] 10 months ago

llama_index - v0.12.31

- Python
Published by github-actions[bot] 10 months ago

llama_index - v0.12.30

- Python
Published by github-actions[bot] 11 months ago

llama_index - v0.12.29

- Python
Published by github-actions[bot] 11 months ago

llama_index - v0.12.28

- Python
Published by github-actions[bot] 11 months ago

llama_index - v0.12.27

- Python
Published by github-actions[bot] 11 months ago

llama_index - v0.12.26

- Python
Published by github-actions[bot] 11 months ago

llama_index - v0.12.25

- Python
Published by github-actions[bot] 11 months ago

llama_index - v0.12.24.post2

- Python
Published by github-actions[bot] 11 months ago

llama_index - v0.12.24.post1

- Python
Published by github-actions[bot] 11 months ago

llama_index - v0.12.24

- Python
Published by github-actions[bot] 11 months ago

llama_index - v0.12.23

- Python
Published by github-actions[bot] 12 months ago

llama_index - v0.12.22.post1

- Python
Published by github-actions[bot] 12 months ago

llama_index - v0.12.22

- Python
Published by github-actions[bot] 12 months ago

llama_index - v0.12.21

- Python
Published by github-actions[bot] 12 months ago

llama_index - v0.12.20

- Python
Published by github-actions[bot] 12 months ago

llama_index - v0.12.19

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.18

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.17.post2

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.17.post1

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.16

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.15

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.14

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.13.post1

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.13

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.12

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.11

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.10

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.9.post1

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.9

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.8

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.7

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.6

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.5

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.4

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.3

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.2

- Python
Published by github-actions[bot] about 1 year ago

llama_index - v0.12.1

- Python
Published by github-actions[bot] over 1 year ago

llama_index - 2024-11-17 (v0.12.0)

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)

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.23

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.22

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.21

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.20

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.19

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.18

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.17

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.16

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.15

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.14

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.13

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.12

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.11

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.10

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.9

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.8

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.7

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.6

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.5

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.4

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.3

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.2

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.11.1

- Python
Published by github-actions[bot] over 1 year ago

llama_index - 2024-08-22 (v0.11.0)

`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
moved to pydanticV2 officially with full support

`Everything Else`

bumped the minor version of every package to account for the new version of llama-index-core

- Python
Published by github-actions[bot] over 1 year ago

llama_index - 2024-08-21 (v0.10.68)

`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 "allowedqueryfields" 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)

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.10.67.post1

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.10.65

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.10.64

- Python
Published by github-actions[bot] over 1 year ago

llama_index - v0.10.63

- Python
Published by github-actions[bot] over 1 year ago

Recent Releases of llama_index

llama_index - v0.13.4

Release Notes

[2025-09-01]

llama-index-core [0.13.4]

llama-index-embeddings-baseten [0.1.0]

llama-index-embeddings-ibm [0.5.0]

llama-index-llms-baseten [0.1.0]

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

llama-index-llms-ibm [0.6.0]

llama-index-postprocessor-ibm [0.3.0]

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

llama-index-readers-google [0.7.1]

llama-index-readers-web [0.5.1]

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

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

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

llama_index - v0.13.3.post1

Release Notes

llama_index - v0.13.3

Release Notes

[2025-08-22]

llama-index-core [0.13.3]

llama-index-embeddings-heroku [0.1.0]

llama-index-embeddings-ollama [0.8.2]

llama-index-llms-anthropic [0.8.5]

llama-index-llms-openai [0.5.4]

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

llama-index-llms-upstage [0.6.2]

llama-index-readers-confluence [0.4.1]

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

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

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

llama_index - v0.13.2.post1

Release Notes

llama_index - v0.13.2

Release Notes

[2025-08-14]

llama-index-core [0.13.2]

llama-index-embeddings-ollama [0.8.1]

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

llama-index-llms-anthropic [0.8.4]

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

llama-index-llms-ollama [0.7.1]

llama-index-llms-openai [0.5.3]

llama-index-readers-file [0.5.1]

llama-index-retrievers-bm25 [0.6.3]

llama-index-retrievers-superlinked [0.1.0]

llama-index-tools-mcp [0.4.0]

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

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

llama_index - v0.13.1

Release Notes

[2025-08-08]

llama-index-core [0.13.1]

llama-index-embeddings-ollama [0.8.0]

llama-index-embeddings-voyageai [0.4.1]

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

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

llama-index-llms-anthropic [0.8.2]

llama-index-llms-heroku [0.1.0]

llama-index-llms-nvidia [0.4.1]

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

llama-index-llms-openai [0.5.2]

llama-index-llms-upstage [0.6.1]

llama-index-postprocessor-presidio [0.5.0]

llama-index-retrievers-bm25 [0.6.2]

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

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

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

llama_index - v0.13.0.post3

Release Notes

llama_index - v0.13.0.post2

Release Notes

llama_index - v0.13.0.post1

Release Notes

llama_index - v0.13.0

Release Notes

llama-index-core [0.13.0]

llama-index-embeddings-mixedbreadai [0.5.0]

`llama-index-core` [0.13.4]

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

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

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

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

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

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

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

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

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

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

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

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

`llama-index-core` [0.13.3]

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

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

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

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

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

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

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

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

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

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

`llama-index-core` [0.13.2]

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

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

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

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

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

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

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

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

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

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

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

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

`llama-index-core` [0.13.1]

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

`llama-index-core` [0.13.0]

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

`llama-index-instrumentation` [0.4.0]

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

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

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

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

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

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

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

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

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

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

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

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

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

`llama-index-core` [0.12.52]

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

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

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

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

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

`llama-index-core` [0.12.50]

`llama-index-instrumentation` [0.3.0]

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

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

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