A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway.
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!
RAG ReAct Agent - A Retrieval-Augmented Generation system with ReAct (Reasoning+Acting) agent loop for intelligent question answering with multi-hop reasoning
Zero downtime embedding upgrades