Python agents

Squrve is a lightweight yet powerful framework for translating natural language into SQL over complex databases.

An advanced Digital Worker framework for AI agent-driven research and process automations.

Official Code for "A Set of Control Points Conditioned Pedestrian Trajectory Prediction (AAAI 2023)"

This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amazon Nova models to create a web automation assistant with tool use, human-in-the-loop interaction, and vision capabilities.

Embodied and organized multi-LLM-agent teams supporting communication for >3 agents. Source codes for the paper "Embodied LLM Agents Learn to Cooperate in Organized Teams".

Codes accompanying the paper "DOP: Off-Policy Multi-Agent Decomposed Policy Gradients" (ICLR 2021, https://arxiv.org/abs/2007.12322)

A Reinforcement Learning (RL) simulation environment built for training and evaluating defensive and offensive autonomous models on simulated and emulated networks, with a focus on modularity and configurability.

This repo is a beginner's guide to using Chroma. It covers all the major features including adding data, querying collections, updating and deleting data, and using different embedding functions. Each topic has its own dedicated folder with a detailed README and corresponding Python scripts for a practical understanding.

Multi Agent Traffic Scenario Gym: A scenario-based training and evaluation framework for CARLA.

Source codes for the paper "COMBO: Compositional World Models for Embodied Multi-Agent Cooperation"

UAV Flocking with Multi-Agent Reinforcement Learning. The Code of the paper: "An invulnerable leader–follower collision-free unmanned aerial vehicle flocking system with attention-based Multi-Agent Reinforcement Learning", which implemented fixed-wing UAV/Drone flocking with collision-free.

🚀 AI Trading Crew - Automated trading analysis using CrewAI framework

LLM driven natural language to generate summaries, bibliography lists, download PDF reports autonomously and extract and visualise open domain data (curently uses GPlates, Macrostrat and Mindat).

layer that lets you connect any agent, any tool, any api together.

⚡ Control Apache Airflow with natural language via MCP. Chat with your workflows using Claude, GPT, or any LLM — no REST API calls needed. Supports Airflow 2.x (43 tools) & 3.0+ (45+ tools).

Agentic RLM workbench on DSPy 3.3: sandboxed code execution, live operator streaming over SSE, durable sessions & artifacts, terminal-first client

Agent Skill to help convert transformer LLMs to mlx-lm

[NAACL 2025] AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction.

Decentralized policy network for time-optimal multi-drone flight using multi-agent reinforcement learning.

Local Retrieval-Augmented Generation (RAG) plugin for Claude Code that combines Chroma db vector embeddings with intelligent info retrieval with Multi-Agent Framework (MAF) orchestration for context-aware development assistance. Uses Open Source / Free frameworks. Implements bridge to Claude Code CLI so no token use. And it's easy to setup.

Motor de Inteligencia de Enjambre para el mercado hispano 🐟 | Sube cualquier informe, predice el futuro al instante | Adaptación en español por EnPíxeles Lab

Multi-agent Claude Code skill for building apps and stuff

PiFlow: Principle-aware Scientific Discovery with Multi-Agent Collaboration

A CLI for DaVinci Resolve 18+ — project / media / render / timeline control for humans and AI agents.

CRISP — The missing layer between vibe coding and building something people actually want.

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 compounds as you work.

Claude Code statusline plugin for 5-hour/7-day quota, context usage, tokens, and reset countdowns in your terminal.

LatentMem: Customizing Latent Memory for Multi-Agent Systems

Open-Ended Long-Horizon Text Game Generation for Test-Time Continual Learning Agents

Agent Skills for traceable requirements, independent verification, human approval gates, and auditable AI-assisted engineering. Supports Claude Code, Cursor, VS Code, and GitHub Copilot; ISO 9001/27001 aligned (design phase), GxP-aware.

vLLM Qwen 3.6-27B (AWQ-INT4) + DFlash speculative decoding on AMD Strix Halo (gfx1151 iGPU, 128 GB UMA, ROCm 7.13). 24.8 t/s single-stream, vision, tool calling, 256K context, OpenAI-compatible, Docker. Matches DGX Spark FP8+DFlash+MTP at a third of the cost. No CUDA.

OpenCode integration plugin for Hermes Agent — dispatch coding tasks to OMO's multi-agent harness

12 agentic skills for analog IC design — architecture, sizing, verification, cross-model review, knowledge graph, and self-evolution. Works with or without EDA.

Code repo for the paper: Attacking Vision-Language Computer Agents via Pop-ups

Cyberpunk AI Pentest Agent — Automated penetration testing framework with AI-assisted analysis, resource-aware task scheduling, and a futuristic GUI.

Agent-as-a-Judge grading framework for evaluating AI outputs/deliverables

Elevate your AI assistants (like Claude & Cursor) into autonomous cybersecurity experts. Pentester-MCP integrates 200+ pentesting tools via the Model Context Protocol (MCP) using a secure Docker sandbox.

Multi-agent debate system for Hermes Agent — spawn custom-composed expert agents to debate any question in structured rounds, producing visible transcripts and synthesized recommendations. Pure SKILL.md, zero new infrastructure.

Open-source 100-day Python curriculum for AI, data, quant, LLM and agent projects

"hamroh" is a AI agent harness framework for running your own persistent AI companion on Telegram — one you fully own, control, can extend, one that learns from you. Agent template: https://github.com/Rustam-Z/hamroh-custom-agent

Neuroscience-inspired memory framework for AI agents

static region:us

static region:us

transformers safetensors qwen3_5 image-text-to-text text-generation-inference unsloth

Extend Codex research with Grok-powered X, Reddit, and web search.

Always-current official Claude docs inside Claude Code. A 3 MB metadata plugin: live on-demand fetching from Anthropic's servers, zero content redistributed. Auto-discovery skill, instant search, interactive HTML courses, and doc changelog reports.

Agent 始终无法命中缓存巨浪费Token? 来看 PromptXRay! PromptXRay 是一个代理工具，只需要接入到AI API 调用中间, 就可以分析 OpenAI 兼容API的 Prompt 缓存行为

Source-available, self-hosted AI agent workspace for small businesses and lean teams — with BYOK, workflows, tools, and human approvals.

Official Repo for "AgenticASR: Refining Speech Recognition in Real-World Scenarios via an Agentic Approach"

A lightweight Godot framework + agent skills for building and shipping games

AI skills that keep your code honest, your secrets unleaked, and your repo from rotting. Built for people who ship real things with AI. Type /vibesubin and let your assistant do the boring discipline for you.

LieGraph - AI Agent-Driven "Who Is Spy" Game. Multi-agent social deduction game built with LangGraph where autonomous AI agents use LLM reasoning to find the spy through conversation analysis and strategic voting.

Arka - Enterprise MCP Gateway

Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning

Fast and flexible multi-agent gridworld reinforcement learning environments.

Comprehensive Feishu/Lark workspace agent. Handles messages, docs, bitable (multi-dimensional tables), calendar, and tasks via Feishu Open API.

A LangGraph-powered multi-agent deep research system featuring task planning, human-in-the-loop review, multi-source retrieval, evidence-grounded report generation, full tracing and reproducible evaluation.

Fully Configurable RAG Pipeline for Bengali Language RAG Applications. Supports both Local and Huggingface Models, Built with Langchain.

Advanced AI email assistant using Groq for responsive replies, Llama for contextual information retrieval, and RAG with LangChain for enhanced accuracy.

This repository demonstrates how a simple memory file can be incorporated into an Agents routine using the AutoGen framework.

A FastAPI extension for integrating common AI agent frameworks.

Sphinx.bot is a platform for collecting data leaks. All information recorded here is publicly available on the web. Any malicious use of this information is strictly prohibited.

Py-iMessenger is a chatbot that works with iMessage to execute commands using text messages.

Perplexity style AI answer engine for AI PCs with CPU,GPU and NPU support

Translate with OpenAI in Github Actions for multiple format

Durable Execution for AI Agents built with Strands Agents and Temporal

Agent Execution Verification System — transparent audit SDK for AI agents.

AI tour planner agent using LlamaIndex Workflow

The official repo of VideoAgentTrek

The Discord Scrum Master is an open-source AI-powered supervisor agent designed to facilitate agile project management within Discord communities. Acting as a virtual Scrum Master, this agent integrates multiple tools to streamline sprint planning, issue tracking, research, and collaboration.

This repo contains the demos for the google agent development kit tutorial on The AI Lifestyle channel.

Extract CodeRabbit GitHub PR reviews for AI coding agent consumption

LLM-powered autonomous agent with hierarchical task management

Building the Internet of Agents

for Runway coding agent skills

Hackathon project - An AGI agent for doing research, understanding, and validation

A reinforcement learning agent for tic-tac-toe. Implements the example from Chapter 1 of Sutton and Barto.

PAHF Personalized Agent from Human Feedback

[ICLR 2026] Adaptive Social Learning via Mode Policy Optimization for Language Agents

Python Bash emulation for agents, a port of vercel-labs/just-bash

金融研报分析小助手

Chatbot for Indian Law using Llama-7B-chat using Langchain integration and Streamlit UI.

A virtual agent for your virtual books📚

Use machine learning to make your institutional communication more understandable and inclusive.

Source code for our paper: "Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena"

LLM multi-agent discussion framework for multi-agent/robot situations.

Learning to Ground Multi-Agent Communication with Autoencoders [NeurIPS 2021]

[ICCV 2025] Preacher: Paper-to-Video Agentic System

The Karpathy treatment for OpenClaw - stripped to ε. 515 lines of Python, 6 files, one dependency.

A comprehensive platform for managing, testing, and leveraging Ollama AI models with advanced features for customization, workflow automation, and collaborative development.

A minimal implementation of GraphRAG, designed to quickly prototype whether you're able to get good sense-making out of a large dataset with creation of a knowledge graph.

A conversational chatbot powered by CrewAI, Groq, Chromadb and Mem0

ACP wrapper for LlamaIndex Agent Workflows

Ready-to-use agent that can interact directly with any tool or native endpoint, in less than 5 lines of code

Agen is a minimalist language for agent loops and state machines.

WebResearcher: An Iterative Deep-Research Agent，迭代式深度研究智能体