Browse agents

My implementation of autogen and memgpt agents that work together to create simple scripts and help plan out larger projects.

Unified multi-layer caching library for AI/agent pipelines — LangChain, LangGraph, AutoGen, CrewAI, Agno, A2A

Runtime security for AI agents. In-process, zero dependencies, Apache 2.0.

LightweightEmbeddings is a fast, free, and unlimited API service for multilingual embeddings and reranking, with support for both text and images and guaranteed uptime.

Auto generate anything

🤖 基于AutoGen的AI辩论系统 | 🗣️ 支持中文交互 | 🔄 多智能体协作 | 📝 自动记录辩论过程 🤖 AI Debate System based on AutoGen | 🗣️ Chinese Interaction | 🔄 Multi-Agent Collaboration | 📝 Auto Debate Recording

This repository demonstrates how to use AutoGen to integrate local and remote MCP (Model Context Protocol) servers. It showcases a local math tool (math_server.py) using Stdio and a remote Apify tool (RAG Web Browser Actor) via SSE for tasks like arithmetic and web browsing.

A Python-based chatbot project built on the autogen and tinygrad foundation, utilizing advanced agents for dynamic conversations and function orchestration, enhancing and expanding traditional chatbot capabilities.

An AI Agent that is able to control your screen to complste any task

Want to sell desktop software (e.g. DotNet C# winform) and activate it via a key, this is how I did it for free. Use Woocommerce to sell license and enable your WordPress setup to act as a validator API (service)

AI-powered YouTube Shorts creation with AutoGen 0.4. Agents handle scripting, voiceovers, images, and video assembly—all automated!

General-purpose Gen AI Accelerator developed for Insight APAC projects

A curated list of awesome applications, tools, and resources for the Swarms framework by swarms.ai. Swarms is a powerful, production-grade framework for orchestrating multi-agent AI systems, enabling developers to build everything from simple autonomous agents to complex, collaborative swarms that can solve real-world problems.

A TypeScript library that enables AI agents to leverage MCP (Model Context Protocol) servers for enhanced capabilities. This library integrates with the AI SDK to provide a seamless way to connect to MCP servers and use their tools in AI-powered applications.

契约驱动的多智能体协同研发微内核 (YY-Flow) —— 对齐 AutoGen 范式，以 8 专家交叉制衡、物理进程隔离、五层代码级防错、CCP 两阶段确定性门禁与离线无依赖看板，防范模型幻觉、虚假提审与越权风险。

🌟BuroTonic: Revolutionizing Sales and Marketing with AI-Driven Business Intelligence - An adaptive team of virtual agents for precise client and market strategies. 🚀

This comprehensive course teaches students how to build, deploy, and manage autonomous agents for enterprise workflows using the Swarms library. Students will learn to create robust, scalable agent systems that can handle complex business processes, integrate with existing tools, and maintain long-term memory.

The industry-standard Agentic Identity & Inventory Scanner. Automatically inventory autonomous agents (LangChain, AutoGen, CrewAI, PydanticAI) using static analysis, network heuristics, and eBPF. Foundational tool for AIBOM compliance and AgentOps governance.

✍️ Dive into this repository to explore a treasure trove of code examples, showcasing various methods and approaches for working with LLMs. These examples are inspired by my own learning journey and personal experiences, designed to ignite your passion for AI and machine learning.

Level generator for VR-game Beat Saber

This project demonstrates function-calling with Python and Ollama, utilizing the Africa's Talking API to send airtime and messages to phone numbers using natural language prompts. Ollama + LLM w/ functions + Natural language = User Interface for non-coders.

multi agent team with coding and data analysis capability to structure real estate investment plans and help with decision making.

Autogen ContextPlus, User defined AutoGen model_context

One-Click Legal-Swarm-Template

Use a LLM to create the ultimate Leek AI for Leek Wars! 🥬

This is the official companion repository for 'The Complete AutoGen AI Agent Blueprint: Developers Guide To Building Multi Agent AI Systems' book. Includes comprehensive code examples, practical implementations, and resources for building multi-agent AI systems using Microsoft's AutoGen framework.

Open Server is an OpenAI API Compatible Server for generating text, images, embeddings, and storing them in vector databases. It also includes a chat functionality.

A multi-agent system for product marketing

基于autogen开发的政务咨询智能助手

Mini-Projects using Cutting-Edge AI Frameworks

Runnable examples for AI agent identity & compliance — certificate issuance, scope enforcement, and integrations for LangChain, CrewAI, Next.js & more.

In this repo, we explore Microsoft’s MagneticOne multi-agent system. It includes a workflow summary, a basic diagram, and a draft implementation in LangGraph. Contributors are welcome to test and improve this adaptation from Autogen to LangGraph for another community-driven solution.

Multi-Agent LLM System for Digital Scam Protection

Let Claude run code on your real machine — safely — from any Claude chat. Bridges Claude Cowork to Claude Code on your Mac/Linux box. One command, idempotent, no open ports.

(〃’▽’〃) Let Agent be DataAnalyst

GenAI - Building AI Workflows | Agentic Appls | Working with LLMs | HuggingFace | OpenAI | Gemini

Structural security, governance and execution for AI agents: validate actions before they touch files, credentials, network, APIs, or money.

A YAML-driven multi-agent simulation platform for economic and social systems. It combines LLM-backed agents, market microstructure, relation graphs, and world events behind a FastAPI API and a React client.

This project aims to compare different Retrieval-Augmented Generation (RAG) frameworks in terms of speed and performance.

African AI governance — runtime compliance enforcement for AI agents operating under NDPA, CBN, NIMC Act 2026, KDPA, POPIA and 15+ African regulations. LangGraph, CrewAI, and AutoGen adapters included.

This is an autogen>=0.4 extension for watsonx client integration.

The Universal Agent Interoperability Protocol: The TCP/IP of the AI Economy

Multi-agent RAG system using AutoGen for document-focused tasks in medical education, leveraging LangChain, ChromaDB, and OpenAI embeddings.

UNS-native, cybersecurity-aware multi-agent reference architecture for U.S. small-to-mid manufacturers. Industrial agentic intelligence aligned with ISA-95, NIST AI RMF, and CMMC L2.

support kubernetes feature for autogen(https://github.com/microsoft/autogen)

This project utilizes Large Language Models (LLMs) powered by the Autogen multi-agent architecture to automate and streamline email management.

A DingTalk AI assistant for knowledge retrieval, Jira workflows, server operations, and daily or weekly summaries.

Hyperagents that collaboratively work to act on your instructions. Example Blog Post editors.

Docsifer is a powerful tool for converting various data formats into Markdown for applications such as indexing, text analysis, and more. It supports PDF, PowerPoint, Word, Excel, Images, Audio, HTML, and other text-based formats, and leverages LLMs to enhance performance.

Extending the capabilities of LLMs using Planning agents and using "knowledge providers"

This is the repo where you learn ai agents and ai llm application

🚢 Just ONE command in your project to get Docker files

🤖 AI Agent Framework Guide (中文) | Scion · AutoGen · CrewAI · LangGraph · MetaGPT · Dify · Coze — 深度对比 + 选型决策树 | Chinese developer guide for choosing the right multi-agent framework

Prompt testing Local LLMs for Microsoft's AutoGen

The sample use multiple AI agents to generate a mobile app from a simple prompt.

DaveAgent is an intelligent AI-powered coding assistant that works in your current directory. It uses AutoGen . Join the discord: https://discord.gg/qFwvrmQN

A comprehensive AI companion leveraging advanced semantic analysis, sentiment detection, and voice processing to provide personalized and context-aware interactions using Autogen, semantic-router, and VoiceProcessingToolkit.

End-to-End Python implementation of Ang et al's (2026) Agentic 'Self-Driving Portfolio'. Implements: Black-Litterman equilibrium priors, Grinold-Kroner building blocks, Campbell-Shiller CAPE analysis, Ledoit-Wolf covariance shrinkage, Risk Parity, Hierarchical Risk Parity, and Robust Mean-Variance optimization across 18 asset classes.

autogen 中文文档

The World Model is a framework to train agiens to understand and engineer solutions for the survival machine of life.

KG-RAG + ToT + multi-agent LLMs for evidence-grounded QA with Neo4j and fine-tuning; reproducible medical case study & evaluation.

This repository contains the demo code for the webcast organized by SANS titled "From Playbooks to Robocop: The Evolution of SOC Automation".

AI automatic environment construction and repair, ReAct mechanism

Multi-Agent AI Example with LangChain, AutoGen, Azure OpenAI, and Neon Serverless Postgres

Framework for configurable AI Agents

Local-first AI agent memory — one command, 13+ IDEs, works offline. Persistent memory for Claude Code, Cursor, Windsurf, OpenClaw. Zero-code interceptors for OpenAI/Anthropic. Python & TypeScript SDKs.

微软markitdown免安装一键启动整合包，PDF/WORD/PPT/HTML转Markdown

Panos is an open source alternative to Manus

Lossless context packaging and state handoff protocol between autonomous subagents (OpenAI Swarm / LangGraph)

Hierarchical task breakdown into DAGs with worker matching & wave scheduling (CrewAI / MetaGPT)

TeamGen AI automates the creation of AI agent teams to address user requests (Developer: Eliran Wong)

LangGraph human-in-the-loop breakpoint pause & state mutation patcher

A multi-agent workflow that resolve tasks using powershell

Autonomous Agent - Profiling, Memory, Planning, Action, Autogen, MemGPT

CoAgents / CopilotKit bidirectional human-agent workspace state sync coordinator

Dialectic multi-agent debate and cross-examination engine to eliminate hallucinations (AutoGen / ChatDev)

Multi-agent proposal deliberation and Byzantine-fault-tolerant consensus voting protocol (AutoGen / LangGraph)

CrewAI / AutoGen hierarchical swarm task delegation & role governor

Dialectic multi-agent debate and cross-examination engine to eliminate hallucinations (AutoGen / ChatDev)

CoAgents / CopilotKit bidirectional human-agent workspace state sync coordinator

GenPark AI Agent Skill - Multi-agent conversational turn orchestrator, round-robin handoff tokens, and speaker selection router.

Hierarchical subagent resource governor and token quota sentinel (CrewAI / LangSmith)

CrewAI / AutoGen hierarchical swarm task delegation & role governor

git for agent brains — move, debug, and secure AI agent state across 10 frameworks

Bu depo; Microsoft AutoGen ile yaptığım/deneysel çalışmalar, entegrasyon denemeleri ve çoklu LLM sağlayıcı karşılaştırmalı örneklerini içeren bir çalışma alanıdır.

Hierarchical task breakdown into DAGs with worker matching & wave scheduling (CrewAI / MetaGPT)

LangGraph human-in-the-loop breakpoint pause & state mutation patcher

A2A standardized protocol capability negotiation & JWT auth handshake

Dynamic multi-tool execution dependency DAG topological sorter (Semantic Kernel)

Lossless context packaging and state handoff protocol between autonomous subagents (OpenAI Swarm / LangGraph)

A2A standardized protocol capability negotiation & JWT auth handshake

Multi-agent proposal deliberation and Byzantine-fault-tolerant consensus voting protocol (AutoGen / LangGraph)

Creating Agent Swarm using Open AI, Autogen and Langchain

A CUI-based simple werewolf game with `autogen`

Notebooks for the Built Multi-Agent Applications with AutoGen Course

Hierarchical subagent resource governor and token quota sentinel (CrewAI / LangSmith)

This project offers hands-on examples for LangChain and LangGraph, complementing their textbooks with practical guides on workflows, tools, and agentic RAG techniques.

Dynamic multi-tool execution dependency DAG topological sorter (Semantic Kernel)

GenPark AI Agent Skill - Multi-agent conversational turn orchestrator, round-robin handoff tokens, and speaker selection router.