agentic-rag-for-dummies
A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.
Un agent IA est un programme qui utilise un modèle de langage pour décider de l’étape suivante, appelle des outils comme un navigateur, un interpréteur de code ou une API, et recommence jusqu’à ce que la tâche soit terminée. Les projets présentés ici vont des frameworks pour créer vos propres agents aux agents prêts à l’emploi qui écrivent du code, naviguent sur le web ou exécutent des processus métier.
Comparez trois points : les modèles utilisables (un seul fournisseur, ou tout point de terminaison compatible OpenAI, y compris local), la manière de limiter ce que l’agent peut faire (bac à sable, étapes d’approbation, listes d’autorisations), et sa capacité à conserver une mémoire entre les étapes et les sessions. Un agent qui exécute du code ou des commandes shell doit tourner dans un bac à sable : vérifiez-le avant de lui donner accès à votre machine.
A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.
Everything you need to know to build your own RAG application
Your First AI Agents Company
CSGHub is a brand-new open-source platform for managing LLMs, developed by the OpenCSG team. It offers both open-source and on-premise/SaaS solutions, with features comparable to Hugging Face. Gain full control over the lifecycle of LLMs, datasets, and agents, with Python SDK compatibility with Hugging Face. Join us! ⭐️
Harness LLMs with Multi-Agent Programming
A wonderful list of Game Development resources.
A system for agentic LLM-powered data processing and ETL
OpenAgents - The collaboration OS for AI agents
企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景,从 0 到 1 完整工程实现。
TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.
GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL over SSH.
Self-hostable workflow orchestrator for teams whose main work isn't orchestration. Declarative YAML over your scripts, SSH commands, containers, etc; keep workflows separate from business logic. One binary, no database, runs on limited H/W resources. Alternative to Airflow / Cron / Job Scheduler.
Cascading runtime for AI agents. Optimize cost, latency, quality, and policy decisions inside the agent loop.
Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.
The missing DevTools for Claude Code — inspect session logs, tool calls, token usage, subagents, and context window in a visual UI. Free, open source.
Claraverse is a opesource privacy focused ecosystem to replace ChatGPT, Claude, N8N, ImageGen with your own hosted llm, keys and compute. With desktop, IOS, Android Apps.
Easiest and laziest way for building multi-agent LLMs applications.
Brigade — Your personal intelligence, built enterprise-grade
Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3. Speaks MCP, A2A, and AG-UI.
🦞 OpenClaw (Clawdbot/Moltbot) 汉化版 - 开源个人 AI 助手中文版 | Claude/ChatGPT LLM 接入 | WhatsApp/Telegram/Discord 多平台 | 每小时自动同步 | CLI + Dashboard 全中文 | 全流程搭建教程,以及排错指南!
SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal
大厂发布的AI落地实践、顶尖实验室的最新论文、工业界的真实踩坑记录
Agent Skills as a Memory Layer
Deep dive into Claude Code internals — architecture, agent loop, context engineering, and more. / 深入解析 Claude Code 源码:架构、Agent 循环、上下文工程、工具系统等