Release Notes

[2026-03-25]

llama-index-agent-agentmesh [0.2.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)

llama-index-callbacks-argilla [0.5.0]

• chore(deps): bump the uv group across 3 directories with 1 update (#21069)

llama-index-core [0.14.19]

• fix: pass delete_from_docstore parameter in BaseIndex.delete_ref_doc (#20990)
• fix(core): preserve CTE names during schema prefixing in SQLDatabase.run_sql (#21028)
• fix(core): align sync retrieval dedup key with async (hash + ref_doc_id) (#21034)
• fix(core): raise ValueError instead of returning string from structured_predict (#21036)
• fix(core): remove incorrect per-node delete calls in index helpers (#21050)
• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)
• enable llama-cloud>1.0 install (#21140)

llama-index-embeddings-fireworks [0.5.2]

• test(embeddings-fireworks): add test suite and fix docs (#20977)

llama-index-embeddings-upstage [0.6.1]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)

llama-index-indices-managed-llama-cloud [0.11.1]

• fix: llama-cloud managed index and remove llamaparse reader (#21043)
• enable llama-cloud>1.0 install (#21140)

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

• azure openai responses support (#21088)
• fix azure openai responses (#21099)

llama-index-llms-bedrock-converse [0.14.3]

• use proper tool choice format in bedrock converse (#21098)

llama-index-llms-cohere [0.8.0]

• docs(cohere): update first basic usage example to chat API (#21108)

llama-index-llms-google-genai [0.9.1]

• feat: gemini 3 default and temperature (#21060)
• fix(google-genai): avoid mutating messages list in prepare_chat_params (#21141)

llama-index-llms-litellm [0.7.1]

• Add support for custom LLM provider in model kwargs (#21095)

llama-index-llms-minimax [0.1.0]

• feat: add MiniMax LLM provider integration with M2.7 default (#20955)

llama-index-llms-ollama [0.10.1]

• fix(ollama): pass custom headers to auto-created clients (#21091)

llama-index-llms-openai [0.7.3]

• feat(llms/openai): Add support for Mini and Nano variants of GPT 5.4 (#21065)

llama-index-llms-ovhcloud [0.2.1]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)

llama-index-packs-agent-search-retriever [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-amazon-product-extraction [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-arize-phoenix-query-engine [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-auto-merging-retriever [0.6.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-code-hierarchy [0.7.1]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-cohere-citation-chat [0.6.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-deeplake-deepmemory-retriever [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-deeplake-multimodal-retrieval [0.4.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-dense-x-retrieval [0.6.1]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-diff-private-simple-dataset [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-evaluator-benchmarker [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-fusion-retriever [0.6.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-fuzzy-citation [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-gmail-openai-agent [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-koda-retriever [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-llama-dataset-metadata [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-llama-guard-moderator [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-llava-completion [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-longrag [0.6.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-mixture-of-agents [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-multi-tenancy-rag [0.6.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-multidoc-autoretrieval [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-nebulagraph-query-engine [0.6.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-neo4j-query-engine [0.5.1]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-node-parser-semantic-chunking [0.5.1]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-ollama-query-engine [0.6.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-panel-chatbot [0.5.0]

• chore(deps): bump the uv group across 3 directories with 1 update (#21069)
• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-raft-dataset [0.5.1]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-ragatouille-retriever [0.6.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-raptor [0.4.1]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-recursive-retriever [0.8.1]

• chore(deps): bump the uv group across 3 directories with 1 update (#21069)
• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-searchain [0.3.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-self-discover [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-self-rag [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-sentence-window-retriever [0.6.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-snowflake-query-engine [0.6.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-stock-market-data-query-engine [0.6.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

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

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-sub-question-weaviate [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-packs-timescale-vector-autoretrieval [0.5.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)
• chore(deps): bump the uv group across 44 directories with 1 update (#21097)

llama-index-postprocessor-google-rerank [0.1.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)

llama-index-readers-llama-parse [0.6.1]

• enable llama-cloud>1.0 install (#21140)

llama-index-readers-service-now [0.3.0]

• chore(deps): bump nltk from 3.9.1 to 3.9.3 in /llama-index-integrations/readers/llama-index-readers-service-now in the uv group across 1 directory (#21080)

llama-index-storage-chat-store-opensearch [0.2.0]

• chore(deps): bump the uv group across 49 directories with 1 update (#21083)

llama-index-tools-aws-bedrock-agentcore [0.3.1]

• feat(tools/agentcore): add AgentCoreRuntime adapter (#21008)
• fix bedrock tests (#21129)

llama-index-tools-exa [0.5.1]

• update exa tool description and default search type (#21096)

llama-index-vector-stores-redis [0.8.0]

• feat(redis): implement safe get_nodes and delete_nodes support (#20972)

llama-index-voice-agents-gemini-live [0.4.0]

• feat: latest gemini model default (#21061)