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 load_kwargs from WikipediaToolSpec.load_data tool (#19464)

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

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

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

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

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

• feat: s3 vectors support (#19456)