Python agents

All the class codes, projects, and assignments for the SMIT Batch 2th.

Start Here -- RustChain Bounty Concierge for humans and AI agents. Browse bounties, register wallets, check payouts, automate cross-platform engagement.

Mind-aware Multi-agent Management Reinforcement Learning

Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.

This repo contains the code for our paper entitled "Multi-Agent Trajectory Prediction with Heterogeneous Edge-Enhanced Graph Attention Network".

Official python agent for using the distributed hashcracker Hashtopolis

LangGraph adapter for LiveKit Agents

Local TV Extras Agent for Plex

Discover how to build agents that can perform actions on websites by combining Amazon Nova Act with Model Context Protocol (MCP).

时下热词追踪Agent 💡，集成多 Tools、TTS、ASR、HeyGem API

Desktop Tiny Agent is a lightweight, modular desktop intelligent agent framework. It offers plugin extensibility, task scheduling (sync/async), configuration management, and unified logging, supporting dynamic plugin loading for task execution. With an out-of-the-box CLI and examples, it’s ideal for quickly building extensible automation assistants

Amazon MCP server to search & buy products using the L402

Tableau tools for Agentic use cases with Langchain & Langgraph. Enfuse agents with updated data so they make better informed decisions that scale with your analytics practice

Implementing the Chain Of Density text summarisation technique from recent NLP research by researchers at Salesforce, MIT, Columbia, etc. Takes a long text input and iteratively generates increasingly concise, entity-dense summaries using LLMs (default: OpenAI's GPT-4). Feedback and contributions welcome!

This guide demonstrates how to build an Agentic AI system using Google's Agent Development Kit (ADK) and the Model Context Protocol (MCP).

A RL approach to enable cost-effective, intelligent interactions between a local agent and a remote LLM

This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement”

Cutting-edge AI solution for Home Assistant. Multi-LLM provider support to transform your smart home experience with intelligent, adaptive automation.

Experimental agent using OpenAI Functions

An example of a RAG backend plus UI

The world’s first science-focused human-AI Agent collaborative discussion community.

Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning

做证据可信、过程可追、自主优化的长程自动化 AI 科研工具。

Credential gateway for AI agents. Log in once via Oauth2 or API Key. Every agent stays authenticated — headless, no SaaS, agents never see your credentials.

使用LangGraph搭建多智能体客服系统

A Local-first Windows desktop AI agent that can control your device seamlessly

An auditable enterprise sales insight agent with LangGraph, evidence grounding, deterministic guardrails, evaluation, and human review.

Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.

EurekAgent: an autonomous research system for metric-driven tasks, built with Claude Code. Define the problem and metric. Get breakthrough results.

gradio region:us

gradio region:us

Registry-as-ground-truth verification & autonomous research framework for agent-driven development.

Build polished interactive maps and report-ready figures from spatial data with AI agents.

Indexed knowledge bases with command-line tools for agents.

Research-grade investment decision engine for AI agents: isolated multi-agent committee, auditable verdicts, backtests with lookahead protection, published negative results

LAAP AGI - Zero-LLM Cognitive Architecture for Digital Lifeforms. Rust PSI core at 2000Hz, QRE quantum reasoning, EpisodicMemory, RulesEngine. 25+ modules, all local inference.

Growth Marketing OS | Mahmoud Omar — open-source AI marketing prompts, Claude skills, agents & growth playbooks (EN + AR)

telegram bot with gpt

Fast Audio/Video transcribe using Openai's Whisper and Modal, an hour audio/video file can be transcribed in ~1 minute

从零开始基于 LangGraph 和 Streamlit 实现基于本地模型的 RAG、Agent 应用

This repository contains a new adversarial training method for Generative Conversational Agents

AskIt: Unified programming interface for programming with LLMs (GPT-3.5, GPT-4, Gemini, Claude, Cohere, Llama 2)

Simple planner for AutoGPT that can create tasks and checklists to execute commands based on its strategy.

面向 iPhone/iPad 的 Python & JavaScript 开发环境。Python 3.13、JS 运行、HTML 预览、语法高亮、分屏编辑、AI Agent（24 个工具）、SSH 服务器管理（终端/SFTP/部署/监控/AI 运维）。Write, Run, Deploy on iOS。

WhatsApp Python Bot. Key features include sending and receiving messages, as well as support for images, files, documents, videos, and product. Group functionality is fully supported — you can create new groups and interact with them programmatically. Additionally, the bot can be integrated with ChatGPT to enable AI-powered conversations

pebkac Chrome Nonautomation - A Local LLM-Driven Web Co-Browser using Smolagents, Zendriver, Trafilatura.

OpenAI API -> Ollama API (original idea: https://github.com/microsoft/vscode-copilot-release/issues/7518#issuecomment-3043670968)

A High-Efficiency System of Large Language Model Based Search Agents

The Unified Agent Kit for AI-Driven Development - A comprehensive toolkit for software development powered by AI Agents.

Distributed Heuristic Multi-Agent Path Finding with Communication - ICRA 2021

SigmaRL: A Sample-Efficient and Generalizable Multi-Agent Reinforcement Learning Framework for Motion Planning

无需付费的控制手机并完成你指令的Agent！让Agent帮你操控手机点外卖，打网约车，给微信或者QQ等好友发消息.......解放你的双手！并且无需调用GPT-4o等付费api！

2024 Alibaba Global Mathematics Competition AI Track Global 2nd Place Project (Agent Universe)

Django BM25 full-text search using PostgreSQL - a lightweight Elasticsearch alternative

Evaluation package that allows benchmarking of agentic AIs from various sources and frameworks by producing statistical results which can be compared across different use cases and datasets.

Airut is a system for running Claude Code tasks from email and Slack. It handles workspace provisioning, container isolation, network sandboxing, session persistence, and cleanup — a secure foundation for autonomous agentic development.

LLM agent solving traces, leaderboards, and benchmark results across security CTF and hacking platforms

The first pure SNN language model trained from scratch with a fully original architecture. 618M parameters • 93% sparsity • Runs on phone • Online learning via STDP • $260 total training cost

PDF extraction that audits its own output — and certifies any other extractor's, catching pages they silently dropped. Verify signed manifests offline: free, MIT, no account. 0.903 on opendataloader-bench, #2 of 8 engines. 7-tool MCP server.

An MCP to expose process monitoring and ETW tracing functionally to AI agents to assist in security work

一个用于 AI 虚拟试衣的 Agent Skill。用户可以通过“上传服装图/模特图”或“文字描述”快速生成试穿效果图，并可继续生成多角度素材和展示视频。

SharePoint MCP (Model Context Protocol) - A SharePoint connector for LLM applications. Access SharePoint documents and lists through Microsoft Graph API.

A Context Engineering Framework for AI-Assisted Multi Agent Applications Development

Distill any document corpus into a navigable skill hierarchy for LLM agents — no retrieval system needed at serve time.

Tor/Dark Web access skill for AI agents (OpenCode & Claude Code). Search 12 dark web engines, spider .onion sites, extract IOCs. Orchestrator-conductor architecture — zero external LLM deps.

An open-source trading framework where users describe strategies in natural language and AI agents generate, backtest, and deploy executable code across exchanges.

YantrikDB memory provider for NousResearch/hermes-agent — self-maintaining memory with benchmarked recall, self-tuning ranking, contradiction tracking, proactive hygiene, and explainable recall.

Headless MCP server for Screaming Frog SEO Spider – run crawls, export and analyze crawl data via the CLI. Small locked-down tool surface for scheduled audits, CI, and unattended AI agents.

Visualize Pydantic AI agent workflows from Logfire traces as an interactive HTML diagram — tools, nested sub-agents, tokens and exact cost.

gguf chat text-generation en license:apache-2.0 endpoints_compatible

transformers safetensors qwen3_5 image-text-to-text vlm vision

InkAI 是一个基于大语言模型的长篇小说智能创作框架，覆盖从创意构思到章节成品的完整流程。系统由 25 个专业 Agent 协作驱动——标签推荐、角色创建（Big Five 人格模型）、三幕剧故事线生成、章节写作、五维质量评估，以及读取前文知识的智能续写。前端为 Bootstrap 5 交互界面，后端 Flask API + 模块化 Agent 编排，JSON 文件持久化，零数据库依赖。 支持都市 / 玄幻 / 历史 / 科幻 / 悬疑 / 言情六大门类，70+ 风格标签。适合网文创作、剧本辅助、创意写作教学和内容生产自动化。

基于 Muye Multi-Agent SDK 的多服务 Agent 脚手架，可一条命令基于知识库创建Agent。A multi-service Agent scaffolding based on the Muye Multi-Agent SDK, which can create an Agent from a knowledge base with a single command.

🐕 Self-hosted security-first AI agent · 28 providers · 11 chat channels · WebUI · 3-level memory · task-schedule · automation · skills · MCP

ChatGPT Web API server based on Flask that can respond both via browser through Flask Forms and directly via POST/GET Requests

StepShield: When, Not Whether to Intervene on Rogue Agents — NeurIPS 2026 benchmark for temporal evaluation of AI agent guardrails (9,429 trajectories, step-level annotations)

a simple message reply suggestion system

vector-ai-agents-lab

Compact and Agent-Native MoE Training System

Self-hosting Langfuse on Amazon ECS with Fargate using CDK Python

A narrative-focused agent-based settlement simulation framework.

Customer support chatbot based on seq2seq model.

Multi-Agent Blog Generator based on Agno framework. Supports leading LLM providers like OpenAI, Gemini, Claude, and Grok.

A multi-agent framework for autonomous end-to-end development of radiomics and deep learning models for medical imaging

This Guidance demonstrates how to address the complexity of troubleshooting Amazon EKS environments with multiple metrics and logs by implementing an agentic AI workflow that uses generative AI with RAG-enabled knowledge bases and chat interfaces to accelerate problem diagnosis.

LLM proxy to observe and debug what your AI agents are doing.

Claude Code for DSPy: Comprehensive CLI to Optimize Your DSPy Code. our AI-Powered DSPy Development Assistant

A cognitive memory system for AI agents. Single SQLite file. MCP server included.

🌼 A token-friendly local MCP server for DaisyUI component documentation using their public llms.txt.

MOTO is an automated theorem generator for science. It's a creative novelty-seeking researcher with autonomous Lean 4 proof generation. Run for days at a time once pressing start - no interaction needed! Agents working in parallel from either local host LM studio, OpenRouter, OAuth or all 3. No internet required. Star us for more!

Real-time AI ChatBot and voice-enabled AI VoiceBot using Deepgram (STT ↔ TTS) and Groq LLM for natural conversations.

🌐 Real-browser web fetching for AI agents.

AI-powered multi-tenant SOC automation agent using LangGraph with Wazuh, Cortex, TheHive & MISP integration

2M Code (Multi-Mind) — A terminal-native AI coding platform where teams of specialized, multi-provider LLM agents (Anthropic, Google, OpenAI, Mistral) collaborate to plan, implement, and review code together via a shared SQLite event bus.

Cross-LLM sub-agent orchestration as an Agent Skills. Route tasks to Codex, Claude Code, Grok, GLM, Kimi, Cursor, Gemini, or OpenCode from any compatible tool.

AI agent debugging, collaboration, and trace observability. Built for teams using CrewAI, OpenAI, and more.

A tiny, vendor-neutral LLM client library — one interface (LLMClient) with pluggable adapters for OpenAI, AWS Bedrock and Google Gemini, or bring your own backend.

Cross-platform office automation CLI -- WPS COM on Windows, LibreOffice headless on macOS/Linux. Same commands, any platform.

Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom that turns your documents into a cross-linked markdown wiki. A "reground" loop pulls published pages back in before they go stale — writer ≠ reviewer, local-first, a structured alternative to RAG.