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)