What's Changed ✨ feat: add PGVECTOR CREATE EXTENSION env to support managed Postgres by @danny-avila in https://github.com/danny-avila/rag api/pull/284 ♻️ feat: add PG PO

….com/danny-avila/rag api/pull/258 🐘 fix: Migrate PGVector cmetadata Column to JSONB with GIN Index by @danny-avila in https://github.com/danny-avila/rag api/pull/259 ⛓️‍

…Base store in Docker-compose has been switched to pgvector for enhanced performance. Display of mixed case columns in the Knowledge Base has been fixed. Fixes have been p

…hord/pull/342) The vchord-postgres image includes pgvector 0.8.1 now. You could update the extension schema by running the following SQL: sql ALTER EXTENSION pgvector UPD

…is/lingoose/pull/221 Fix the vector embedding for Pgvector by @ollyw in https://github.com/henomis/lingoose/pull/219 fix typo by @henomis in https://github.com/henomis/li

…dated version of llama-index, pymilvus. - Updated pgvector container to pgvector/pgvector:pg16 - LLM Model Updates - [Multiturn Chatbot](./RetrievalAugmentedGeneration/ex