Python agents

FreeTop: An enhanced multi-agent AI automation framework inspired by LangManus. Better architecture, testing, and developer experience for complex AI tasks.

⚡ Instantly turn your python function into web app.

Archived 🚧|🌻Building ChatBot with LLMs.🌻 | Using async requests. | 具有多 LLM 适应性 | 通用大语言模型代理端框架 |多人称全类型注解

Multi-Agent Reinforcement Learning in Graphs

Implementation of the CodeAct agentic framework with Docker containers for security, MCP servers for tool integrations, and multi-agent support.

Examples of how agents, swarms, tools, widgets & more can be built for the SwarmZero platform.

Learn to build custom prompts and tools for LangChain agents

Teach a chatbot to be a bookworm with Langchain and OpenAI's GPT-3.5 language model. Get answers to all your burning questions straight from the pages of a PDF!

Chatbot that uses Gemini-1.0-Pro to answer questions, with memory by using LangChain. Also, it's enriched by RAG and deployed in Dialogflow

Swarms Tools provides a vast array of pre-built tools for your agents, MCP servers, and multi-agent systems.

Ask question to your Airtable base in natural language

Agentic memory for CTI in Python — STIX knowledge graphs, threat-actor alias resolution, offline-first RAG, MCP server for Claude Code and LangChain agents

🚀 A simple, modern, full-stack toolkit for Python 🐍

Scene-Based Generative Agent

Analyzing code using GPT .(通过GPT分析代码，增加注释，生成文档)

LLM conversation agent to control your devices in Home Assistant

A feature-rich Python-based Telegram bot for OpenAI API & Perplexity API

一个基于 NoneBot 与 go-cqhttp 的QQ娱乐机器人，有 自动配置go-cqhttp | 空间匿名墙 | 五子棋 等功能

PlugBot connects multiple Dify bots and Telegram in one seamless platform. Easily manage endpoints, API keys, and bot tokens all from a sleek dashboard. Power up your workflows with PlugBot’s unified, intuitive interface.

A bentoML-powered API to transcribe audio and make sense of it

logs into chat.openai.com bypassing the captcha, write a prompt and print the response

AIO Research Agent - an all-in-one intelligent companion for navigating the academic world.

Aient: The Awakening of Agent.

A quick implementation of a GenAI News Summary agent using Llama-3 over Groq.

AI-Agent Alpha Quant Strategy: A-Share Sentiment Index — Daily 0–100 sentiment score from Tushare market microstructure signals + AI commentary for risk warnings and position management.

F.L.A.T. - FlawLess AgenTs

本地优先的 AI Agent 工程实践项目 · Local-first AI agent engineering project

CopilotKit AI助手演示应用 - 展示前端UI与后端Agent交互

AI Agent 记忆管理系统：P0/P1/P2 优先级 + 自动归档，Token 降 78%

基于GPT的自主AI Agent，可以使用联网搜索、本地知识库查询等工具，根据指定的研究目标写报告，例如写市场分析报告、科研报告

Pretrain、Posttrain、RAG、Agent等大模型相关的基础项目合集

Run CrewAI agent workflows on local LLM models with Llamafile and Ollama

This Coding Agent is a multi-LLM engineering crew that plans tasks, writes code, and self-reviews to build polished outputs like the ArXiv CS Daily site—featuring automated paper ingestion, intelligent tagging, UI generation, and full audit logs in one reproducible workflow.

Deep learning models for self-driving vehicles to predict other car/cyclist/pedestrian (called "agent")'s motion.

Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular simulation. Implemented algorithm: Independent Advantageous Actor-Critic (IA2C)

A flexible framework for multi-agent models in economics and finance

Implementation of Multi-Agent Deep Deterministic Policy Gradients

MultiROS is an open-source ROS based simulation environment designed for concurrent deep reinforcement learning. It provides a flexible and scalable framework for training and evaluating reinforcement learning agents for complex robotic tasks.

Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method

Implementation of "Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning" (https://arxiv.org/pdf/1712.08266.pdf)

CTRMs: Learning to Construct Cooperative Timed Roadmaps for Multi-agent Path Planning in Continuous Spaces (AAMAS-22)

Reinforcement Learning using the Actor-Critic framework for the L2RPN challenge (https://l2rpn.chalearn.org/ & https://competitions.codalab.org/competitions/22845#learn_the_details-overview). The agent trained using this code was one of the winners of the challenge. The code runs on the pypownet environment (https://github.com/MarvinLer/pypownet). It is released under a license of LGPLv3

An agent-based modeling toolkit written in Python.

Text Summarization App built using Langchain and Streamlit

A production-ready, scalable multi-agent system built with LangGraph, featuring specialized agents for different tasks with best coding practices.

CloneMe is an advanced AI platform that builds your digital twin—an AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's the ultimate toolkit for creating intelligent, dynamic AI personas.

Multi-Agent Pickup and Delivery implementation

Memory management system to enhance AI agents with personalized, reasoned and context-aware responses

Your AI terminal companion

For testing agent capabilities

Solving Computer Vision with AI agents

Neobanker FinTalk-AI: A Grounded Orchestration Framework for Multi-Agent Collaboration on Financial Tasks Leveraging the OSWorld Environment

An RL Recipe for Building Agentic LLMs via Self-Imitation on Long-Horizon Agentic Tasks

This is a fun Python project that allows you to chat with a chatbot about the PDF you uploaded. and generate a PDF transcript of the conversation. The project is built using Python and Streamlit framework.

Reddit AI Agent is an intelligent tool that helps you explore Reddit like never before! 🔎 It allows you to search for any query and fetch top Reddit threads along with their most relevant comments. 🚀

A modular backend framework for building AI chat applications powered by large language models (LLMs)

A Gradio web UI for Large Language Models. Supports LoRA/QLoRA finetuning,RAG(Retrieval-augmented generation) and Chat

AI Multi-agent system for real-time, adaptive supply chain coordination and optimization leveraging responsive AI clusters.

VideoMultiAgents: A Multi-Agent Framework for Video Question Answering

This is a python version of Claude Code

Sky LiveKit Agent Perplexica is a local, free solution integrating LiveKit with advanced internet search. It uses a local Perplexica instance with function calling to retrieve and summarise search results in natural language. Powered by Faster Whisper, Ollama (Qwen 2.5) and Kokoro-82M TTS.

ToolAgents is a lightweight and flexible framework for creating function-calling agents with various language models and APIs.

Multi-Agent Debugger: An AI-powered debugging system using CrewAI to orchestrate specialized agents that analyze logs, trace code, and uncover root causes across your stack — powered by LLM providers.

AI-powered crypto perpetual futures trading bot for Hyperliquid DEX.

An AI trading agents platform built on LangChain

ggplab이 실제로 쓰는 1인팀 운영 플레이북 — 전략·시간계측·AI 업무시스템

AI system powered by large language models.

Scholar-Agent Intelligent Research Assistant, Literature Search, Metric Extraction, AI Analysis

Self-hosted AI technical workbench. Visual, persistent, multi-stream. Development, architecture, and operational analytics without losing context.

[ICML 2025] UDora: A Unified Red Teaming Framework against LLM Agents

AgenticInternet is an innovative project focused on empowering agents to autonomously browse, interact, and collaborate across the web. Our goal is to create an intelligent assistant capable of executing complex online workflows, enhancing productivity and creativity for end-users and organizations.

Submit your AI tool or AI Agent in AI directories

Built for OpenClaw and beyond, Chat Selfie lets your AI Agent send you emotional selfies in every conversation, with mood-aware replies, heartbeat pushes, and flexible image generation. 让你的 AI Agent 在对话中发送情感自拍。

Git-commit your AI conversations before they disappear.

The aim of this repository is to simulate a forklift model and to train a Deep Reinforcement Learning agent to control the forklift to achieve various tasks such as autonomous navigation to a pallet placed nearby.

CLI for Monarch Money - access your financial data from the command line. Built for agents(claude code) and humans.

🎮 VibeC64 - AI-Powered Commodore 64 Game Creator (BETA)

CORE is a governance runtime for autonomous AI systems. It enforces constitutional rules during execution, prevents governance bypass, and creates auditable authority chains for agent actions across operational domains.

Visual, demo-ready multi-agent orchestration patterns powered by Foundry Local and Microsoft Agent Framework. Six runnable demos with live D3.js graph animations, real-time message tracing, and event replay

An agentic system for autonomously generating explainable and reproducible time-series anomaly detection rules using LLMs.

An advanced AI-powered personal assistant with voice, face, GUI, and automation control modules.

A Claude Code skill for integrating AI with Jira, Confluence, and Bitbucket. Automate Atlassian workflows using Jira Skills, Confluence Skills and Bitbucket Skills. Supports Cloud & Data Center.

💹 StockSim: Multi-Agent LLM Financial Market Simulator — A realistic trading simulation platform for evaluating large language models in dynamic financial environments.

A real-time voice AI system that integrates OpenAI's Realtime API, Llama3 with Twilio Voice to create intelligent voice conversations.

Robinhood portfolio advisor skill for Hermes Agent, OpenClaw, Claude Code, Codex, and other MCP-compatible AI agents

Open-source multi-agent AI marketing team with personas, shared memory, 130+ skills, and Docker deploys for Railway and DigitalOcean

PDBe MCP Servers integrate Protein Data Bank Europe resources with LLMs via Model Context Protocol. Provides seamless access to protein structure data through API tools and graph database schema assistance for intelligent Cypher query generation, bridging structural biology and AI research.

Open-source, self-hosted AI chatbot trained on your website and docs. RAG, embeddable widget, no vendor lock-in.

Open-source AI model evaluation and benchmarking framework for LLMs (OpenAI, Ollama, Claude, Gemini)

An open-source, self-hosted Japanese Immersion Toolkit

Evidence-driven skill evolution for Hermes Agent — reports, dry-run proposals, candidate search, and guarded apply

Economical human-readable logs and structural (event pattern) retrieval for agentic trajectories

Personal Hermes agent with Emblem Vault crypto integration.

Data Curation Tool is a local-first dataset curation, tagging, model-management, downloader, 3D generation, media metadata, and tool-orchestration application. The current documentation set is stored in docs/wiki/

面向 RPG Maker（RM）游戏的 Agent 汉化工具包

专注于crypto策略交易的AI Agent

Open-source runtime attribution and context observability for data access by AI agents and applications

PostgreSQL SKILLs for AI Agent

A curated skillstack for AI agents. Make your AI code editor write code like a Tech Lead. Stop copy-pasting instructions. Install 794 expert rules, workflows, and custom personas in Cursor, Claude Code, and Windsurf with one CLI command.