🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai

The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.

Add long-term memory to any AI in minutes. Self-hosted, open, and framework-free.

Enterprise-grade and API-first LLM workspace for unstructured documents, including data extraction, redaction, rights management, prompt playground, and more!

A NodeJS RAG framework to easily work with LLMs and embeddings

A dead-simple API to build LLM-powered apps

Your Local Artificial Memory on your Device.

Semantic Search on Wikipedia with Upstash Vector

Mercury - Train your own custom GPT. Chat with any file, or website.

The Supabase of AI era. A modular, open-source backend for building AI-native software — designed for knowledge, not static data.

JavaScript/Typescript SDK for Qdrant Vector Database

Quickly and easily build AI website or application by using embeddings!

A Modern GUI Interface for Vector Database Management(Supports MCP integration)

Client Side Vector Database

🦉⚡️Serverless, distributed vector database as an API

The official TypeScript/Node client for the Pinecone vector database

Memento MCP: A Knowledge Graph Memory System for LLMs