vector-database

RAMen is a fast in-memory data store like Redis, but built for AI: drop-in Redis protocol, native vector search, semantic caching, and a built-in MCP server for agents. Single Go binary, BSD-3.

The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.

a vector embedding database with multiple storage engines and AI embedding integrations

[ICDE 2024] VDTuner - Automated Performance Tuning for Vector Data Management Systems (Vector Databases)

A Swift package for seamless integration with OpenAI's API, enabling advanced chat capabilities and token management in your applications

YouTubeGPT • AI Chat with 100+ videos ft. YouTuber Matt Wolfe (@mreflow) 🐺🟣🤖💬

🏆 AI Procurement Assistant - Google Cloud Sweden Hackathon Winner. Natural language search for retail buyers using Superlinked semantic search.

A PHP Client for the Milvus Vector Database Rest API

Scalable Qdrant vector database cluster with Docker Compose, monitoring, and comprehensive documentation for high-performance similarity search applications.

Professional RAG development skills for Claude Code - audit, evaluate, optimize, and scaffold RAG pipelines

A multi-tenant vector database focused on extreme RAM efficiency. Lightweight, scalable, and optimized for high-density deployments.

PsyChat 是一款基于范例引导与Agentic RAG的智能 AI 心理咨询助手。基于高度匹配的Few-shot与学习笔记，应用理性情绪行为疗法（REBT）帮助用户识别并调整非理性信念，缓解负面情绪。

Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.

The platform for developers building applications powered by LLMs

🧠 BrainX V6 — The First Brain for OpenClaw. Persistent AI agent memory with PostgreSQL, pgvector, OpenAI embeddings, semantic search, cross-agent learning, and an OpenClaw runtime plugin.

No fuss multi-index hybrid vector database / search engine

Graphlit Platform

Local Vector Database coded in c# supports Cosine Similarity, Jaccard Dissimilarity as well as Euclidean , Manhattan, ChebyShev and Canberra distances

An AI developer that writes LangChain Expression Language (LCEL).

Official Terraform provider for Pinecone