Python agents

Large Language Model (LLM) Inference API and Chatbot

Summarize web pages and YouTube videos with pluggable LLM backends (Ollama, OpenAI). CLI, library, and Gradio UI.

Self-hosted API execution layer that sits between your agent and the outside world. Your agent says what it wants to do. Jentic Mini handles the how — finding the right API, injecting credentials at runtime, and brokering the request

Genspark AI open-source, self-hosted Super Agent. Free alternative to Genspark.ai with multi-agent orchestration, deep research, Sparkpages, AI slides & sheets, image generation and 80+ tools. One-command Windows install. Run locally with any LLM (OpenAI, Anthropic, Gemini, Ollama)

Benchmarks for Multi-Objective Multi-Agent Decision Making

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). OpenAI-compatible API. 2100+ tests.

[CVPR 2025] MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation Distillation

Portable Memory Harness for Agents. Grounding the Autonomous Era

Rewriting Project Claw Code — Python rewrite of Claude Code agent harness. Forked from instructkr/claw-code.

🦞 Open-source browser-based voice chat for AI assistants. Self-hosted, private, free. Whisper STT + ElevenLabs TTS. Works with OpenAI, Claude, or custom agents.

Get 笔记 openclaw Skill

Medea: An AI agent for therapeutic reasoning across biological contexts

A living collection of frontier research on code agents, from the code we build to the worlds we act in.

miniClaudeCode - 从50万行蒸馏到~1000行的Claude Code核心Agent架构最小复现 | Distilled Claude Code agent framework

AI agent平台开发 --以测试 方向为例，搭建了一套 harness 可落地方案，不需要手写一段代码，企业级通用 AI 智能体平台框架（平台控制面 + LangGraph 运行时），可以在这个基础轻松二次开发

This accelerator unifies enterprise data with Microsoft Fabric and applies agentic AI to enable faster, smarter decisions. With Microsoft Foundry agents and the Microsoft Agent Framework orchestration, teams can automate workflows, query data in natural language, and uncover insights that fuel agility, collaboration, and innovation.

多Agent智能教育与个性化学习系统 | 5-Agent Mesh+事件驱动 | Java/Go/Python三语言实现 | 面试项目 | 八股文+STAR+简历

The self-hosted AI workstation. Autonomous screen agents, 3-tier neural routing, parallel agent swarms, video generation, 4K/8K upscaling, RAG, voice interface, 70+ tool execution engine — all running locally on your hardware.

End-to-end educational RAG system: dual-engine retrieval (BM25 + BGE-M3 hybrid vector search), adaptive query strategies (HyDE/sub-query/backtracking), BERT intent classification, BGE-Reranker precision ranking, Chinese-optimized text splitting, and FastAPI SSE streaming — from documents to real-time answers.

Agentic-first Cursor Rules powered by MiniMax M3 - clarify-first prompting, interleaved thinking, and full tool orchestration for production-ready AI coding

20 production-grade skills for AI coding agents — setup, scope, discipline, code review, security, session management, governance, ops, and quality audits (eval-leakage, doc-drift). Works with Claude Code, Codex, and Cursor.

Same model, different wrapper: a from-scratch benchmark comparing coding-agent harnesses (codex, pi, opencode, cursor, devin) and open models on correctness, speed, and token cost

Desktop provider switcher for Claude Code and Codex. Keep every endpoint, API key, and model in one place, switch the active provider in one click, and probe latency before you start. Atomic writes and rolling backups keep your configs safe. Python + Next.js in a native OS webview.

Opinionated AI coding agent and dev environment automation for macOS

🦀 Agentic RAG for drug intelligence · 57 skills · 15 task categories · DTI · ADR · DDI · PGx · Repurposing · Powered by LangGraph

Demonstrates how to build a streaming enterprise agent using Azure AI Agent Service. This sample integrates local HR and company policy documents, Bing for external context, and GPT-4o (though the service is model-agnostic) to deliver real-time Q&A and automated workflows.

🍣 TunaCode AI CLI coding agent with safe git branches, rich tools & multi-LLM support.

Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"

TensorSwarm: A framework for reinforcement learning of robot swarms.

SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433

Code for paper 'Learning transferable cooperative behaviors in multi-agent teams' (ICML 2019)

A Clawdbot skill to run Claude Code (Anthropic) on the host via the claude CLI (Agent SDK).

AGENTS.md/CLAUDE.md generator and ExecPlan harness for Codex, Claude Code, Cursor, Antigravity, OpenCode, Pi and other coding agents. Use api keys or authenticate with Codex or Claude Code

A powerful AI observability framework that provides comprehensive insights into agent interactions across platforms, enabling developers to monitor, analyze, and optimize AI-driven applications with minimal integration effort.

Human memory, for agents. Scalable, private, personal knowledge base for any LLM provider.

gguf code codeqwen chat qwen qwen-coder

transformers safetensors qwen2 text-generation code codeqwen

An assistant for Slack built with Arcade and Langgraph. Interact with Google Calendar, Mail, Github, Search Engines, Firecrawl and more all from within Slack

Field-tested, open-source skills for Hermes Agent.

A general-purpose Python framework for building LLM agents and multi-agent systems. "Four lines of code, an agent with memory."

Local-first agent workspace for knowledge, tasks, documents and verifiable workflows · Локальная агентная система для знаний, задач и проверяемых процессов · t.me/romarayt

A tool for comparing tokenizers

CLI to create Fastapi projects easily.

📹 Collection of my Youtube Tutorials over the years! Read, write, and share what you create ✨🎈

DocumentGPT is a web application that allows you to chat over your research document using OpenAI's chat API and perform semantic search using vector databases. This tool provides a seamless interface for interacting with your research document, exploring search results, and engaging in a conversation with an AI chatbot.

HexAgent – An Agent harness that gives any LLM a computer to complete tasks the way humans do

Scalable implementation of DREAM - Deep RL for multi-agent imperfect information games

Examples of Chat Bots using Panels chat features: Traditional, LLMs, AI Agents, LangChain, OpenAI etc

This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by ''Shapley Q-value: A Local Reward Approach to Solve Global Reward Games''.

An assistant for Slack built with Arcade and Langgraph. Interact with Google Calendar, Mail, Github, Search Engines, Firecrawl and more all from within Slack

[ICLR 2025] Official repo of "Motion-Agent: A Conversational Framework for Human Motion Generation with LLMs"

ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning

Hammer: Robust Function-Calling for On-Device Language Models via Function Masking

Scalable and extensible reinforcement learning for LM agents.

Official repository of the 2025 paper, LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra.

🦞 ClawMark: A Living-World Benchmark for Multi-Day, Multimodal Coworker Agents

A high-quality collection of study skills built for high school and college students, teachers, and TAs. Use it directly in Kael.im for free without installing skills

Practices, protocols, and skills for AI-driven software development. Skills and safety hooks for Claude Code, Codex, OpenCode, Cursor, Antigravity, and any agent supporting the Agent Skills standard.

A collection of AI Skills specialized in Django Backend development

The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI Agents at scale across frameworks, without lock-in, rewrites or fragile glue code. Native support for MCP, A2A. Interface with all mainstream communication channels seamlessly out of the box, production ready from day one.

Unleashed AI

Durable MCP control plane for long-running Codex Desktop tasks

OKF-powered knowledge context for Claude Code — injects your project's knowledge base at every session

aimy-skill 是一个轻量级、可嵌入 AI Agent 的渗透测试辅助技能，专为授权环境下的自动化信息收集和基础漏洞探测设计。它可以被 AI 助手（如 AutoGPT、LangChain 应用）调用，也可以独立命令行运行。

An open-source cost controller for AI agent loops — stops a loop when it's actually converged and rolls back before it degrades, instead of running to a fixed max_iterations cap. Real-time loop-gain (Aβ) bands + best-so-far rollback. Adapters for LangGraph, CrewAI, AutoGen, LangChain, OpenAI Agents, and Claude Agent SDK; raw API for custom stacks.

transformers gguf llama facebook meta pytorch

transformers pytorch llama text-generation text-generation-inference endpoints_compatible

gguf code codeqwen chat qwen qwen-coder

AI-powered video production pipeline for Claude Code, Github Copilot, Codex, Cursor, OpenCode and PI — 6 automated phases from design thinking to final render

Deep Search Pro —— 一个不到 1000 行的多智能体协作搜索系统。基于 LangChain + FastAPI + WebSocket，主智能体调度 3 个子智能体（网络搜索、数据库查询、知识库检索）协同完成复杂任务。AI Agent 入门学习的最佳实战项目。

[EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering

Python version of 📦 repopack (https://github.com/yamadashy/repopack) by yamadashy (https://github.com/yamadashy)

Python Agent DEvelopment framework

Ready-to-use customizable multi-agent AI system with Telegram integration. Combines plug-and-play simplicity with framework-level flexibility.

Designing Multi-Agent Systems with Zero Supervision

Integrate Open-AutoGLM's Android & iOS GUI automation into DeepAgents-CLI via LangChain Middleware, combining LLM orchestration with vision-guided GUI control.

An Execution Isolation Architecture for LLM-Based Agentic Systems

Cliptolution剪辑进化，面向视频编辑和创意制作的ai agent

ChinaTravel: A Real-World Benchmark for Language Agents in Chinese Travel Planning

AI Agent Skills for Security Auditing to generate triaged, industry grade report findings, code locations, pocs, attacker story flow graphs and more

Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, and Gemini wrote on your machine, then carries the durable parts to every agent. It is local-first and under MIT license.

Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chaining.

Ethicore Engine™ is an AI safety, ethics, and compliance platform. This repo consists of the open-source components of Ethicore Engine™ - Guardian SDK; designed to protect your AI applications from prompt injection, jailbreaks, role hijacking, system-prompt extraction, and 100+ additional threat categories through a multi-layer analysis pipeline

One local dashboard for every Claude Code, Codex, Cursor, Antigravity, and Kilo Code session on your Mac. Spawn in parallel, ship in parallel. Open source, MIT.

Open-source adversarial testing engine, SDK, and CLI for AI agents. Runs locally or against the Humanbound Platform.

Agent OS: keep specialist agents in a hub, spin up a temporary orchestrator per task. Local-first, works with any model.

A Simple Baseline for Video World Models with Memory

A Scalable Agentic RL Training Framework for Deep Research Agent

Auditable AI agent for electromechanical maintenance with LangGraph, RAG, fault diagnosis and human-in-the-loop review.

Claude_api is a Python package that provides a convenient way to interact with Claude 2 from Anthropic.

Remove Watermarks from SORA 2 Video Generations with LaMA inpainting. (RESEARCH AND EDUCATIONAL USE ONLY)

The simple yet powerful long-term memory manager between AI and you💕

A live benchmark and evaluation framework for open-ended deep research in the wild.

A Simple, Distributed and Asynchronous Multi-Agent Reinforcement Learning Framework for Google Research Football AI.

Simple AI-powered trading bot for Robinhood