2024-07-22 (v0.10.57)

llama-index-core [v0.10.57]

• Add an optional parameter similarity_score to VectorContextRetrieve… (#14831)
• add property extraction (using property names and optional descriptions) for KGs (#14707)
• able to attach output classes to LLMs (#14747)
• Add streaming for tool calling / structured extraction (#14759)
• fix from removing private variables when copying/pickling (#14860)
• Fix empty array being send to vector store in ingestion pipeline (#14859)
• optimize ingestion pipeline deduping (#14858)
• Add an optional parameter similarity_score to VectorContextRetriever (#14831)

llama-index-llms-azure-openai [0.1.10]

• Bugfix: AzureOpenAI may fail with custom azure_ad_token_provider (#14869)

llama-index-llms-bedrock-converse [0.1.5]

• feat: ✨ Implement async functionality in BedrockConverse (#14326)

llama-index-llms-langchain [0.3.0]

• make some dependencies optional
• bump langchain version in integration (#14879)

llama-index-llms-ollama [0.1.6]

• Bugfix: ollama streaming response (#14830)

llama-index-multi-modal-llms-anthropic [0.1.5]

• align deps (#14850)

llama-index-readers-notion [0.1.10]

• update notion reader to handle duplicate pages, database+page ids (#14861)

llama-index-vector-stores-milvus [0.1.21]

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

llama-index-vector-stores-mongodb [0.1.8]

• MongoDB Atlas Vector Search: Enhanced Metadata Filtering (#14856)

llama-index-vector-stores-opensearch [0.1.13]

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

llama-index-vector-stores-pinecone [0.1.8]

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

llama-index-vector-stores-postgres [0.1.12]

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

llama-index-vector-stores-weaviate [1.0.2]

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)