Search results for "rag"
PraisonAI ๐ฆ โ Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R
The fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5ร faster than industry leaders, 100% pass rate on 3,830 PDFs.
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
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
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
All-in-one terminal workspace โ 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,
Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.
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
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
OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need throu
Build resilient language agents as graphs.
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
All-in-one local AI hub for Obsidian โ LLM chat with vault tools, MCP servers, RAG, workflow automation, encryption, and edit history. Fully private, no cloud required.
LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.
RAPTOR (Robust AI-Powered Toolkit for Operational Robots) is an AI-native Content Insight Engine that transforms passive media storage into an intelligent knowledge platform through automated analysis
DeepV-Ki โ Instantly turn your code repository into a beautiful, interactive Wiki. An AI-powered documentation generator with RAG-based code Q&A, automatic architecture diagram generation, and multi-m
The PHP Agentic Framework to build production-ready AI driven applications. Connect components (LLMs, vector DBs, memory) to agents that can interact with your data. With its modular architecture it's
EdegQuake ๐ High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation
Nornicdb is a low-latency, Graph + Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Uses Neo4j Bolt/Cypher and qdrant's gRPC drivers so you can switch with no changes. T
The memory system your AI agent deserves. 4-stage hybrid retrieval โ Vector + BM25 + Knowledge Graph + Neural Reranker โ in <150ms. Self-hosted, $0/query, built for agents that need to actually rememb
Open Source AI Platform - AI Chat with advanced features that works with every LLM
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
NEXO Brain โ Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MC
๐ฅ 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.
A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.
AI-native runtime for the GolemCore ecosystem with skills, plugins, MCP, memory, and Hive.
MCP server for SAP BTP ABAP Cloud and On-Premise ECC/S/4HANA ABAP ADT with full CRUD, JWT/XSUAA, and service-key auth.
A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, runs on you
Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.
OmniRoute is an AI gateway for multi-provider LLMs: an OpenAI-compatible endpoint with smart routing, load balancing, retries, and fallbacks. Add policies, rate limits, caching, and observability for
OpenClaw reimagined in pure Python โ autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
๐ค A composable framework for building AI applications.
Generic rag framework to apply the power of LLMs on any given dataset
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect
Agentic RAG R1 Framework via Reinforcement Learning
AI + Data, online. https://vespa.ai
A lightweight, embeddable vector database library for Go AI projects.
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
The app framework built for AI coding agents. Own every line. Your AI already knows how to build on it.
Uni is a modern, embedded database that combines property graph (OpenCypher), vector search, and columnar storage (Lance) into a single, cohesive engine. It is designed for applications requiring loca
This GitHub repository contains the complete code for building Business-Ready Generative AI Systems (GenAISys) from scratch. It guides you through architecting and implementing advanced AI controllers
A-RAG: Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces. State-of-the-art RAG framework with keyword, semantic, and chunk read tools for multi-hop QA.
โพ๏ธ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop. Run Claude, Codex, Gemini and open models on a full private AI Stack โพ๏ธ
Autonomous Agents (LLMs) research papers. Updated Daily.
Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
The Keystone Framework for AI-Driven Code ! Turn any AI coding assistant into a disciplined, project-aware engineering partner that respects your architecture and coding standards
A simple and trans-platform rag framework and tutorial
Paper-first SPY options validation platform with broker-backed scorecards, hard risk gates, paired-trade accounting, and live dashboards.
Recipes and resources for building, deploying, and fine-tuning generative AI with Fireworks.
Build, deploy, and orchestrate event-driven agents natively on Apache Flinkยฎ and Apache Kafkaยฎ
Project Infinity leverages MCP and Graph RAG to turn LLMs into a professional D&D 5e Game Master, governed by a dedicated dice server and a persistent player database for a truly consistent adventure.
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
Data transformation framework for AI. Ultra performant, with incremental processing. ๐ Star if you like it!
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, m
2026 swarm Agent ๅนด๏ผswarm Agent ใAgent teamใ ai codingใskillใmemoryใevolveใagentic RL ็ญ AI Agent้ๅ
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
๐ 2026 ๆ็ณป็ป็ AI Agent ้ๆๆๅ๏ฝๆบ่ฝไฝๅฎๆๆ็จ ยท ๅฎๆดๅญฆไน ่ทฏๅพ + ๅฎๆ้กน็ฎ + ้ข่ฏ้ขๅบ ยท ๅฏนๆ ๅคงๆจกๅๅบ็จๅผๅๅทฅ็จๅธๅฒไฝ ยท ่ฆ็LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / ๆ็คบ่ฏ ยท ไผไธ็บง้จ็ฝฒไธๅพฎ่ฐ ยท ไป0ๅฐไผไธ็บง่ฝๅฐ + ไปๅญฆไน ๅฐไธ็บฟ้กน็ฎ + ้ข่ฏๅๅคไธไฝๅ
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
Dragon Brain โ persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cur
One API for 20+ LLM providers, your databases, and your files โ self-hosted, open-source AI gateway with RAG, voice, and guardrails.
GRACE (Graph-RAG Anchored Code Engineering): open Agent Skills for contract-driven AI code generation with semantic markup, knowledge graphs, and support for Claude Code, Codex CLI, and Kilo Code.
On-device context engine and memory for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles โ unified tools, skills, memory, and orchestration with built-in constraints, feedbac
A lightweight, lightning-fast, in-process vector database
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
An open source, privacy focused alternative to NotebookLM for teams with no data limit's. Join our Discord: https://discord.gg/ejRNvftDp9
The Map Everyone's Missing: LLM Knowledge Engineering in 2026 โ First unified guide connecting RAG, Context Engineering, Harness Engineering, Skill Systems, Agent Memory, MCP, and Progressive Disclosu
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
A modern Ruby framework designed for non-blocking I/O and simpler infrastructure
TrustRAG๏ผThe RAG Framework within Reliable input,Trusted output
Open-source RAG platform with multi-LLM support. Build AI agents that connect to your data, tools, and workflows - no code required.
Nuwax Agent OS - The world's first universal agent operating system, building your private vertical general-purpose agent. ้็จๆบ่ฝไฝๆไฝ็ณป็ป๏ผๆ้ ไฝ ็งๆ็ๅ็ฑป้็จๆบ่ฝไฝใๆฐไธไปฃAIๅบ็จ่ฎพ่ฎกใๅผๅใๅฎ่ทตๅนณๅฐ๏ผๆ ้ไปฃ็ ๏ผ่ฝปๆพๅๅปบ๏ผ้ๅๅ็ฑปไบบ็พค๏ผๆฏๆๅค็ง็ซฏๅๅธๅAPI๏ผๆไพๅฎๅ็
Unified framework for building enterprise RAG pipelines with small, specialized models
Build AI Agents, Visually
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, a
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
The Maestro App Factory: a highly-opinionated multi-agent orchestration tool for app development that emulates the workflow of high-functioning human development teams using AI agents
Open-source Agentic AI framework in Go for building, orchestrating, and deploying intelligent agents. LLM-agnostic, event-driven, with multi-agent workflows, MCP tool discovery, and production-grade o
AI travel planner with 7 specialized agents, RAG, and tool-calling. Built with CrewAI & LangChain. Generates personalized itineraries with flights, hotels, activities, and cultural tips. Production-re
MAGI: Markdown for Agent Guidance & Instruction - A next-generation markdown extension designed specifically for AI systems. MAGI enhances standard markdown with structured metadata, embedded AI instr
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit
ReLE่ฏๆต๏ผไธญๆAIๅคงๆจกๅ่ฝๅ่ฏๆต๏ผๆ็ปญๆดๆฐ๏ผ๏ผ็ฎๅๅทฒๅๆฌ359ไธชๅคงๆจกๅ๏ผ่ฆ็chatgptใgpt-5.2ใo4-miniใ่ฐทๆญgemini-3-proใClaude-4.6ใๆๅฟERNIE-X1.1ใERNIE-5.0ใqwen3-maxใqwen3.5-plusใ็พๅทใ่ฎฏ้ฃๆ็ซใๅๆฑคsenseChat็ญๅ็จๆจกๅ๏ผ ไปฅๅstep3.5-flashใkimi-k2.5ใernie4.5ใMin
The AI Operating System for Delphi. 100% native framework with RAG 2.0 for knowledge retrieval, autonomous agents with semantic memory, visual workflow orchestration, and universal LLM connector. Supp
The Mind Palace for AI Agents โ Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi
๐ PageIndex: Document Index for Vectorless, Reasoning-based RAG
NextPlaid, ColGREP: Multi-vector search, from database to coding agents.
Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a c
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
๐ Drop-in tools that give AI agents reliable, permission-aware access to external systems.
LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes impleme
๐ฆ Agentic RAG for drug intelligence ยท 57 skills ยท 15 task categories ยท DTI ยท ADR ยท DDI ยท PGx ยท Repurposing ยท Powered by LangGraph
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
Official Repo of Moss
Official MCP Servers for AWS
Comprehensive paid advertising audit & optimization skill for Claude Code. 225+ checks across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft & Apple Search Ads with weighted scoring, parallel agen
AI Agent Backend Platform on FastAPI โ MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.
A Multi-Agentic AI Assistant/Builder
The Self-Growing Karpathy LLM Wiki โ grown by an AI agent yoyo from Karpathy's founding prompt
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
Memory library for building stateful agents
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
mkdir beats vector DB. B-tree NeuronFS: 0-byte folders govern AI โ โฉ0 infrastructure, ~200x token efficiency. OS-native constraint engine for LLM agents.
๐ค Kubernetes for AI Agents. Self-hosted, production-grade runtime for orchestrating LLM swarms and autonomous agents. TypeScript-native.
LlamaIndex is the leading document agent and OCR platform
Agent samples built using the Strands Agents SDK.
Build and run agents you can see, understand and trust.
METAโAGENTIC ฮฑโAGI ๐๏ธโจ โ Mission ๐ฏ Endโtoโend: Identify ๐ โ OutโLearn ๐ โ OutโThink ๐ง โ OutโDesign ๐จ โ OutโStrategise โ๏ธ โ OutโExecute โก
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo
MCP server for token-efficient large document analysis via the use of REPL state
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern
Endee.io โ A high-performance vector database, designed to handle up to 1B vectors on a single node, delivering significant performance gains through optimized indexing and execution. Also available i
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
Give your AI agents persistent memory.
A Model Context Protocol (MCP) server for automating openMSX emulator instances. This server provides comprehensive tools for MSX software development, testing, and automation through standardized MCP
OasisDB: A minimal and lightweight vector database
Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.
Nextcloud MCP Server
Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with reserch-on-miss, semantic search, and a Wikipedia-style web UI. Knowledge compou
Semantic code searcher and codebase utility
A curated list of awesome works related to high dimensional structure/vector search & database
OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX bac
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN โ ACT โ EVAL workflow.
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
Swift-based vector database for on-device RAG using MLTensor and MLX Embedders
Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms โ from backend services to Android and iOS, JVM, and even in-brow
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
Must-read papers on Repository-level Code Generation & Issue Resolution ๐ฅ
The cognitive database. A new class of data storage. Not a vector store, not a graph DB, not a RAG wrapper. Ebbinghaus decay, Hebbian learning, and Bayesian confidence are engine-native primitives.
The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
Autonomous Web3 security audit agent for Claude Code
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
HelixDB is an open-source graph-vector database built from scratch in Rust.
:sparkles: :dna: Turing ES - Enterprise Search, Semantic Navigation, Chatbot using Search Engine and Generative AI.
AI ้ฉฑๅจ UI ็ๆๅๅๅธ็ไฝไปฃ็ ๅนณๅฐ๏ผๅบไบTailwindCss๏ผ้่ฟๆๆฝๅฏ่งๅๅฟซ้ๆๅปบ็ฐไปฃๅๅๅบๅผUIใๅจๆ่ชๅฎไน็ปไปถใๅคไธป้ขใๅค่ฏญ่จ็็ฝ็ซๅบ็จใAI-powered UI generation and publishing low code platform, built on TailwindCSS, enabling rapid drag-and-drop visual creatio
Python LLM-RAG deep agent using LangChain, LangGraph and LangSmith built on Quart web microframework and served using Hypercorn ASGI and WSGI web server.
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift
Teleton: Autonomous AI Agent for Telegram & TON Blockchain
The AI-Native Search Database. Unifies vector, text, structured and semi-structured data in a single engine, enabling hybrid search and in-database AI workflows.
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connec
"RAG-Anything: All-in-One RAG Framework"
Buddhist Digital Text Platform โ 9,200+ texts, 500+ sources, 8 UI languages, AI Q&A (RAG), knowledge graph, full-text search
Universal memory layer for AI applications. Self-host in minutes. Open source.
Declarative Self Improving Elixir - DSPy Orchestration in Elixir
The LLM Evaluation Framework
The official TypeScript/Node client for the Pinecone vector database
Open-Sable is a local-first autonomous agent framework with AGI-inspired cognitive subsystems (goals, memory, metacognition, tool use). It can run continuously on your machine, integrate with chat int
The Pinecone Python client
An open-source AI assistant framework with skills and agent architecture
OramaCore is the complete runtime you need for your projects, answer engines, copilots, and search. It includes a fully-fledged full-text search engine, vector database, LLM interface, and many more u
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
Vectra is a local vector database for Node.js with features similar to pinecone but built using local files.
TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation.
The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.
AgentScope Java: Agent-Oriented Programming for Building LLM Applications
Database for Android and JVM - first and fast, lightweight on-device vector database
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
A highly customizable personal AI assistant for Discord featuring smart agentic AI features such as memory, personas, tool usage, and more! ๏ฝ ้ทๆ่จๆถใใใซใฝใใใใผใซ้ฃๆบใๅฎๅใ ๆฌกไธไปฃใฎใ่ชๅพๅAIใจใผใธใงใณใใDiscordใใใ๏ผ
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.
Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that gets better every day. Works with any AI provider. Local-first, zero-prereq instal
Droid LLM Hunter is a tool to scan for vulnerabilities in Android applications using Large Language Models (LLMs).
YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.
Docling simplifies document processing, parsing diverse formats โ including advanced PDF understanding โ and providing seamless integrations with the gen AI ecosystem
Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenA
Local AI anywhere, for everyone โ LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.
RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker
Extract tables precisely from PDFs and convert them to clean HTML for RAG pipelines, running fast on CPU without external dependencies.
A minimal, lightweight structured data store designed for small applications, scripts and automation workflows. Built for simplicity, portability and low overhead.
Showcase 39 validated OpenClaw AI use cases in Chinese to help users automate tasks and improve daily work and life efficiently.
An easy-to-use framework for modular RAG
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
๐ซ CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
A selective learning and memory substrate for agentic systems โ typed, revisable, decayable memory with competence learning and trust-aware retrieval.
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vecto
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, spe
Enable AI agents to search, crawl, and extract web data with IP rotation, CAPTCHA handling, and rate limit management via CLI and Python.
๐ค Build advanced AI agents with a collection of production-ready applications using modern frameworks for single and multi-agent systems.
Deploy a local, multi-user RAG system to query PDF and DOCX documents using a local LLM without cloud or API dependencies.
BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SF
The graph-native hybrid retrieval engine for AI and GraphRAG. Graph + Vector + Full-Text in a single transactional engine.
Broken RAG For The Broken Souls
Complete Workspace Template for OpenClaw - Full agent lifecycle with unified memory system (Markdown + SQLite), self-evolution, RAG. Not for SubAgent/Skill use.
Syllabus-aware RAG study assistant for university students. Answers strictly from your own notes & PDFs, unit-scoped retrieval, cross-encoder reranking, and a hallucination gate โ built to help studen
Supercharge Your LLM Application Evaluations ๐
MCP plugin that intercepts AI agent edits in RAM, validates them (TypeScript compiler + gopls + pyright), auto-heals missing imports, and commits atomically. If anything breaks, disk stays untouched
Demonstrate a proof-of-concept exploit for CVE-2026-2441, a high-risk Chrome use-after-free vulnerability in the Blink CSS engine.
DSPy: The framework for programmingโnot promptingโlanguage models
Agentica: Lightweight async-first Python framework for AI agents. ่ฝป้็บงๅผๆญฅไผๅ ็AI Agentๆกๆถ๏ผๆฏๆๅทฅๅ ท่ฐ็จใRAGใๅคๆบ่ฝไฝๅMCPใ
๐ก๏ธ Enhance code safety with Claude Code Safety Net, a tool designed to identify and mitigate risks in your codebase effectively.
๐ Enhance retrieval with REFRAG, using micro-chunking and fast indexing for optimized RAG systems that improve efficiency and effectiveness.
๐ค Orchestrate AI agents at scale using the MCP framework, enabling seamless context sharing, communication, and integration for enhanced collaboration.
๐ Build a production-ready RAG system that combines LangGraph and MCP integration for precise, context-aware AI-driven question answering.
Self-hosted AI coding assistant
๐ Build a leading-edge e-commerce recommendation system using RAG architecture, Groq Llama 3, LangChain, and AstraDB, deployed on Kubernetes for scalability.
๐ Build and scale reliable Retrieval-Augmented Generation (RAG) systems with this curated collection of tools, frameworks, and best practices.
๐ค Enhance chatbot accuracy with a self-correcting RAG system that ingests documents, retrieves data, and evaluates responses in real-time.
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
Enable AI agents to autonomously create, evaluate, and evolve skills across any marketplace without user intervention.
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
Autonomous agents for everyone
๐ A framework for Context Engineering using Google Gemini. Move beyond simple prompting and learn to systematically provide context to your AI coding assistant for more reliable, consistent, and comp
Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!
Provide free, open access to comprehensive AI tools, guides, reviews, and resources to reduce knowledge gaps and empower users.
Lightweight, modular AI agent runtime โ thinks (Hrafn) and remembers (MuninnDB) ๐ฆโโฌ
An RAG for code development, implemented as MCP server with cocoindex
โ Keep your laptop awake during commutes and breaks, ensuring uninterrupted coding sessions with cc-caffeine for smarter work and more freedom.
๐ฐ Fetch and summarize news articles locally using a Retrieval-Augmented Generation system powered by AI models for efficient information access.
๐ Build an enterprise-ready RAG system to enhance technical documentation querying with LangGraph and multi-step reasoning workflows.
๐ค Build your own local Retrieval-Augmented Generation system for private, offline AI memory without ongoing costs or data privacy concerns.
A Slack bot and MCP client acts as a bridge between Slack and Model Context Protocol (MCP) servers. Using Slack as the interface, it enables large language models (LLMs) to connect and interact with v
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.
Transform Claude into a local AI assistant for Mac that controls apps, manages tasks, and remembers context across sessions.
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.
Implement Recursive Language Models using Deno and Pyodide to enable scalable, code-driven prompt processing with modular sub-agent calls.
Provide a curated list of tools, resources, and best practices for adopting AI-driven autonomous software development with agentic engineering.
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.
Interact with Polymarket markets and onchain contracts via a Rust CLI that supports browsing, trading, and managing positions from the terminal or scripts.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
๐ Enable smart document and data search with AI-powered chat, vector search, and SQL querying across multiple file formats.
๐ ๏ธ Install, manage, and share Claude Code skills effortlessly with one command, streamlining your workflow and enhancing team collaboration.
๐ฐ Enable declarative slottable components with a custom JSX pragma for seamless React integration and enhanced performance.
๐ง Build an offline RAG chatbot to answer questions from PDFs, adapting responses based on user experience levels with a smooth chat interface.
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Agent-ready telemetry SDK โ enriches OpenTelemetry across Java, Go, Python, Node.js, and browser with structured context for AI-driven observability.
Nix packages for AI coding agents and development tools. Automatically updated daily.
Cloud native, ultra-high performance AI&API gateway, LLM API management, distribution system, open platform, supporting all AI APIs.๐ฆไบๅ็ใ่ถ ้ซๆง่ฝ AI&API็ฝๅ ณ๏ผLLM API ็ฎก็ใๅๅ็ณป็ปใๅผๆพๅนณๅฐ๏ผๆฏๆๆๆAI API๏ผไธ้ไบOpenAIใAzureใ
Superagent protects your AI applications against prompt injections, data leaks, and harmful outputs. Embed safety directly into your app and prove compliance to your customers.
MCP server for searching and retrieving Claude Agent Skills using vector search
๐ Next Generation Multi-tenant AI One-Stop Solution. Builtin Admin & Billing System. Enterprise-Grade Unified LLM Gateway Support for 200+ Models And 35+ Providers, Load Balacing w/ Priority-base Rou
๐ Learn from diverse sources with OmniLearnAI, an intelligent platform that combines documents, videos, and more, all with reliable citations.
Build and manage AI-driven workspaces using Next.js, React, and TypeScript with customizable UI and MIT licensing.
Enable any language model with permanent, searchable memory using a lightweight middleware for on-demand retrieval and continuous learning.
BRUNELLA AGENT SYSTEM (BAS) โ A JรVล DIGITรLIS SZERVEZETE
Lightweight hallucination detection framework for RAG applications
The localhost AI Agent Runtime -- Chat UI, Tools, RAG, and MCP in one pip install
Reference Implementations for the RAG bootcamp
๐ฆพ A productionโready research outreach AI agent that plans, discovers, reasons, uses tools, autoโbuilds cited briefings, and drafts tailored emails with toolโchaining, memory, tests, and turnkey Dock
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge base
Run Claude Code, Gemini, Codex โ or any coding agent โ in a clean, isolated sandbox with sensitive data redaction and observability baked in.
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced anal
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
FlexRAG: A RAG Framework for Information Retrieval and Generation.
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
็ผ็จๅฏผ่ช 2025 ๅนด AI ๅผๅๅฎๆๆฐ้กน็ฎ๏ผๅบไบ Spring Boot 3 + Java 21 + Spring AI ๆๅปบ AI ๆ็ฑๅคงๅธๅบ็จๅ ReAct ๆจกๅผ่ชไธป่งๅๆบ่ฝไฝYuManus๏ผ่ฆ็ AI ๅคงๆจกๅๆฅๅ ฅใSpring AI ๆ ธๅฟ็นๆงใPrompt ๅทฅ็จๅไผๅใRAG ๆฃ็ดขๅขๅผบใๅ้ๆฐๆฎๅบใTool Calling ๅทฅๅ ท่ฐ็จใMCP ๆจกๅไธไธๆๅ่ฎฎใAI Agent ๅผๅใCurs
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
Demo RAG API (FastAPI, OpenAI, ChromaDB, Docker) automatically generated using the OpenAI Codex CLI tool. Highlights Codex's capability for rapid, complex application development.