●Change8

v0.13.4

📦 llamaindexView on GitHub →
✨ 10 features🐛 3 fixes⚡ 1 deprecations🔧 12 symbols

Summary

This release introduces Baseten and ZenRows integrations, adds MMR search to Chroma, and updates IBM integrations with external URL support while deprecating instance_id. It also includes critical fixes for ContextChatEngine and Postgres vector store deletion logic.

Migration Steps

  1. Update IBM integration configurations to use external URLs instead of 'instance_id'.
  2. If using Postgres vector store deletion, ensure 'ref_doc_id' is correctly indexed as the logic has shifted from 'doc_id'.

✨ New Features

  • Add PostgreSQL schema support to Memory and SQLAlchemyChatStore.
  • Add sync wrapper for put_messages in memory modules.
  • Add initial tool choice option in FunctionAgent.
  • New integration: Baseten (Embeddings and LLMs).
  • Support for additional/external URLs in IBM integrations.
  • Add amazon.nova-premier-v1:0 support to Bedrock Converse.
  • Raise Google Drive errors in Google readers.
  • New ZenRows web reader integration.
  • Add MMR (Maximal Marginal Relevance) search to Chroma vector store.
  • Add Payload indexes support to QdrantVectorStore.

🐛 Bug Fixes

  • Fix ContextChatEngine to correctly handle QueryBundle objects instead of just strings.
  • Fix SentenceTransformerRerank initialization device handling.
  • Fix Postgres vector store deletion to use indexed 'ref_doc_id' instead of 'doc_id'.

🔧 Affected Symbols

MemorySQLAlchemyChatStoreFunctionAgentContextChatEngineSentenceTransformerRerankChromaVectorStoreQdrantVectorStoreZenRowsReaderIBMEmbeddingIBMLLMIBMRerankPGVectorStore

⚡ Deprecations

  • The 'instance_id' parameter is deprecated in IBM integrations (LLMs, Embeddings, Postprocessor) in favor of external URL support.