Tag: #rag
107 packages • ⭐ 439,127 total stars
A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future ses
The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
Build AI Agents, Visually
Interface between LLMs and your data
LLM驱动的 A/H/美股智能分析器：多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送，零成本定时运行，纯白嫖. LLM-powered stock analysis system for A/H/US markets.
Build resilient language agents as graphs.
Open Source AI Platform - AI Chat with advanced features that works with every LLM
Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
An open source, privacy focused alternative to NotebookLM for teams with no data limit's. Join our Discord: https://discord.gg/ejRNvftDp9
A lightweight, lightning-fast, in-process vector database
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 91+ formats. Available for Rust, Python
Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it!
AI + Data, online. https://vespa.ai
Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google
HelixDB is an open-source graph-vector database built from scratch in Rust.
🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation
TrustRAG：The RAG Framework within Reliable input,Trusted output
The fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5× faster than industry leaders, 100% pass rate on 3,830 PDFs.
All-in-one terminal workspace — local shells, SSH, SFTP, remote IDE, AI agent, and file manager in a single native binary. Built with Tauri 2 and pure Rust SSH (no OpenSSL). Smart reconnect, MCP, RAG,
Minimalist web-searching platform with an AI assistant that runs directly from your browser. Uses WebLLM, Wllama and SearXNG. Demo: https://felladrin-minisearch.hf.space
Open-source engine for chat 💬, AI assistants 🤖 & wallets 🪪. React, Typescript, Python, XMPP. Build future apps with chat, AI agents and web3.
RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generat
Second Brain is a desktop application that acts as a personal knowledge base, using retrieval-augmented generation (RAG), multimodal AI models, and a hybrid lexical/semantic search algorithm to intera
Agentic RAG R1 Framework via Reinforcement Learning
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
Give your AI agents persistent memory.
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Official Repo of Moss
Swift-based vector database for on-device RAG using MLTensor and MLX Embedders
Buddhist Digital Text Platform — 9,200+ texts, 500+ sources, 8 UI languages, AI Q&A (RAG), knowledge graph, full-text search
FlexRAG: A RAG Framework for Information Retrieval and Generation.
Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services
Nextcloud MCP Server
c4 GenAI Suite
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
Recipes and resources for building, deploying, and fine-tuning generative AI with Fireworks.
🦀 Agentic RAG for drug intelligence · 57 skills · 15 task categories · DTI · ADR · DDI · PGx · Repurposing · Powered by LangGraph
Secure AI conversations with documents, video, audio, and more. Personal workspaces for focused context, group spaces for shared insight. Classify docs, reuse prompts, and extend with modular features
🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.
🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.
A lightweight AI agent framework for vertical domain applications | 面向垂域应用的轻量级 AI Agent 框架
OasisDB: A minimal and lightweight vector database
编程导航 2025 年 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI 大模型接入、Spring AI 核心特性、Prompt 工程和优化、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、AI Agent 开发、Curs
Complete open-source AI collaboration suite and multi-agent platform featuring LLM orchestration, automation, and virtual assistants. Scales seamlessly from small deployments to large enterprise envir
Build, deploy, and orchestrate event-driven agents natively on Apache Flink® and Apache Kafka®
:sparkles: :dna: Turing ES - Enterprise Search, Semantic Navigation, Chatbot using Search Engine and Generative AI.
Teleton: Autonomous AI Agent for Telegram & TON Blockchain
Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.
AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:
The app framework built for AI coding agents. Own every line. Your AI already knows how to build on it.
Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.
Reference Implementations for the RAG bootcamp
This project implements a comprehensive framework for Knowledge Graph Retrieval Augmented Generation (KG-RAG). It focuses on financial data from SEC 10-Q filings and explores how knowledge graphs can
A lightweight, embeddable vector database library for Go AI projects.
All-in-one local AI hub for Obsidian — LLM chat with vault tools, MCP servers, RAG, workflow automation, encryption, and edit history. Fully private, no cloud required.
The memory system your AI agent deserves. 4-stage hybrid retrieval — Vector + BM25 + Knowledge Graph + Neural Reranker — in <150ms. Self-hosted, $0/query, built for agents that need to actually rememb
Paper-first SPY options validation platform with broker-backed scorecards, hard risk gates, paired-trade accounting, and live dashboards.
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
RAG pipeline security testing toolkit - 27 techniques across 6 kill chain phases, mapped to MITRE ATLAS
High-Performance Encrypted Database for .NET 10 | Embedded + gRPC Server | Vector Search • GraphRAG • Analytics
Docling simplifies document processing, parsing diverse formats — including advanced PDF understanding — and providing seamless integrations with the gen AI ecosystem
YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.
Universal memory layer for AI applications. Self-host in minutes. Open source.
Build your AI team with Crewform. Orchestrate specialized, autonomous agents to collaborate on complex tasks and connect outputs to your stack. — AI Orchestration for Everyone
Open-source multi-tenant AI agent platform — 14 specialized agents, 195+ tools, 37+ AI models. Self-hosted. Fork and deploy your own AI operations team.
✍️ Revise and enhance novels with ReNovel-AI, your smart tool for story reimagining and memory-driven writing assistance.
The Sovereign AI Platform — Local AI models, agents, skills, and automations — on your own infrastructure, connected to your data
Chronos is visual AI agent builder - tailored for self-hosted deployments and observability
Agentic memory built on Postgres
Starter app for building AI SaaS (RAG, Agentic workflow) applications
💻 Build and manage projects efficiently with the OpenCode Web UI CLI, featuring a chat interface, file previews, and model selection.
Complete Workspace Template for OpenClaw - Full agent lifecycle with unified memory system (Markdown + SQLite), self-evolution, RAG. Not for SubAgent/Skill use.
Provide a local, privacy-focused AI assistant for Telegram that runs fully on your machine without sending data to the cloud.
Stream responses from OpenAI and Anthropic models with lightweight C++ tools for efficient large language model integration.
Provide token-efficient, distilled QA docs for AI coding agents to generate accurate test code quickly and reduce token usage significantly
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
Enable AI agents to autonomously create, evaluate, and evolve skills across any marketplace without user intervention.
Broken RAG For The Broken Souls
Provide a unified context intelligence layer for AI agents with seamless integration and full capability in a single Python package.
Enable AI agents to retain memory across sessions using persistent storage designed for continuous context retention.
Enable AI agents with fast, local semantic memory to search and recall knowledge from text files without servers or complex setup.
Search and analyze medical literature across PubMed, ClinicalTrials.gov, and Europe PMC using AI to support clinical and research decisions.
Enable AI agents to search, crawl, and extract web data with IP rotation, CAPTCHA handling, and rate limit management via CLI and Python.
Transform Claude into a local AI assistant for Mac that controls apps, manages tasks, and remembers context across sessions.
Extract tables precisely from PDFs and convert them to clean HTML for RAG pipelines, running fast on CPU without external dependencies.
Simulate antenna designs instantly in your browser using NEC2-powered, open-source software with WebAssembly and Docker support.
Store, consolidate, and recall coding agent memories with provenance tracking using SQLite and FAISS for fast, structured knowledge access.
Build semantic vector databases from code and docs to enable AI agents to understand and navigate your entire codebase effectively.
Capture and summarize Claude Code sessions into searchable, browsable engineering journals with a web UI and automated daily entries.
Enable local document ingestion and retrieval-augmented generation with a secure, .NET-based pipeline that keeps data on your machine.
Provide context-based, accurate answers to syllabus questions using AI powered by Retrieval-Augmented Generation for effective student learning.
Provide a curated list of tools, resources, and best practices for adopting AI-driven autonomous software development with agentic engineering.
Implement Recursive Language Models using Deno and Pyodide to enable scalable, code-driven prompt processing with modular sub-agent calls.
Demonstrate a proof-of-concept exploit for CVE-2026-2441, a high-risk Chrome use-after-free vulnerability in the Blink CSS engine.
Control autonomous AI agents by enforcing behavior rules to prevent unauthorized actions, improve focus, and boost execution efficiency.
Detect underpriced products by scraping deals and using AI models to estimate fair prices for profit opportunity identification.
Explore alternatives to Discord with a curated list of early-stage apps, evaluating features, hosting, and encryption to guide your choice.
Showcase delivers a modern developer portfolio built with TypeScript and React, focusing on interactivity and clean architecture for a seamless user experience.
📰 Fetch and summarize news articles locally using a Retrieval-Augmented Generation system powered by AI models for efficient information access.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
Visual workspace manager for Squad SDK — create, manage, and collaborate with AI agent teams
Long-term memory system for OpenClaw AI Agent