#embedding

RAG Ferrite

Personal RAG engine — simple, fast, Rust. One binary (15 MB), one DB, native collections. MCP-native.

Gemini Embedding 2 MCP Server

🚀 A powerful Model Context Protocol (MCP) server powered by Gemini Embedding 2. Transforms any local directory into an ultrafast, visually-...

Nosia

Self-hosted AI RAG + MCP Platform

Redis Vl Python

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

Solon AI

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It ca...

UltraRAG

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

Telegram Search

🔍 导出并模糊搜索 Telegram 聊天记录 | Export and fuzzy search your Telegram chat history