The database of free AI tools on GitHub

Hybrid RAG system combining vector search, knowledge graph (LightRAG), and cross-encoder reranking — with Docling document parsing, visual intelligence (image/table captioning), agentic streaming chat

Antfly is a search-and-inference database written in Zig. One engine carries full-text (BM25), dense, and sparse vector indexes plus graph traversal over the same table, and the models that chunk, emb

🚀 Retrieval Augmented Generation (RAG) with txtai. Combine search and LLMs to find insights with your own data.

RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.

AI Assistant that reduces the size of your application's Docker Image

基于 LangChain/LangGraph 的 ReAct Agent，结合 RAG 检索、工具调用与 Streamlit 界面，面向智能客服与报告生成场景。

一个帮你临时抱佛脚的项目

Persistent memory for LLMs and apps. Content-addressed storage with dedupe, compression, full-text and vector search.

DataMate is an enterprise-level data processing platform designed for model fine-tuning and RAG retrieval.

High-performance AI memory retrieval for local agent history — a Rust search core (SDK / API / JSON CLI) plus a desktop GUI. Tantivy + Jieba keyword search, optional semantic recall, stable Turn/Run/S

Fast DuckDB-powered TypeScript library for tabular analysis, geospatial analysis, network graph analysis, vector similarity search, AI, Google Sheets, and data visualization.

A LLM RAG system runs on your laptop. 大模型检索增强生成系统，可以轻松部署在笔记本电脑上，实现本地知识库智能问答。

Centralized Pokemon storage management & Pokedex app

Embeddable RAG library for Elixir/Phoenix with agentic pipelines and dashboard

Swift-based vector database for on-device RAG using MLTensor and MLX Embedders

Programmable git infrastructure on top of object storage. Think turbopuffer for git. Open source alternative to Pierre (code.storage) and Cloudflare Artifacts.

Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

轻量级本地知识库 RAG 问答系统 · Streamlit + LangChain + Chroma，支持知识库上传与检索增强问答

A python wrapper for the Doc2X API and comes with native texts processing (to improve PDF recall in RAG). | Doc2X API的python封装，同时附带本地的文本处理(提升PDF在RAG中的召回率)。

🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic embeddings. Single Rust binary, zero config, fully offline.

A modern desktop application for exploring, managing, and analyzing vector databases

Fast local-first Markdown knowledge base for Windows with live preview, search, graph, Dataview, book reader, and MCP

本地化 AI 小说精修工作台🚀。内置 RAG 长时记忆🧠、三模态协作（作家/主编/助手）🖋️、卡片流式编辑器⚡。支持酒馆卡导入、全书自动化精修与扩写🎭。AI小说加料 小说精修 AI文本修改 小说扩写 小说总结

Smart local file search app that understands your files

Self-hosted AI RAG + MCP Platform

TreeSearch: Search your codebase like a human — not like a vector database. No embeddings. No chunking. Just millisecond search over structured documents and large codebases. 无需 embedding，无需切分文档，在结构化文

Open-source Rust TemporalStore for LLM context management, temporal features, and risk control

A native macOS app that turns GitHub Stars into a searchable, organized, AI-powered personal knowledge base.

Visualization for a Retrieval-Augmented Generation (RAG) Assistant 🤖❤️📚