Python agents

Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning

Benchmarked implementations of Offline Multi-Agent RL Algorithms based on PyMARL codebase.

Welcome to ResearchAgent ! A personal research assistant powered by GPT-3.5/GPT-4. You can ask follow up questions. Get source details of your answer

The one who calls upon functions - Function-Calling Language Model

A framework to train agents in a Unity environment using a genetic algorithm

The official code for our paper "A Framework for Integrating Gesture Generation Models into Interactive Conversational Agents", published as a demonstration at AAMAS 2021.

Kevlar Benchmark: OWASP Top 10 for Agentic Apps (AI-Agents) 2026 a Red Team Benchmark

Chatbot slot filling based on LLM + langchian｜多轮对话槽值填充。

A chatbot demo that scrapes a website and stores the result in a vector db, which can then be queried via natual language - chatgpt style.

Enhance your knowledge in medical research with the help of LLM and RAG.

MOM AI transcribes audio into meeting summary and generate minutes of meeting. Built using Langchain, OpenAI GPT-3, Open Whisper.

CLI tool for intelligent Obsidian vault interaction using RAG. Query your notes with natural language and convert URLs to markdown files with AI-powered content extraction.

Unleash the power of AI in content creation with this AI-powered WordPress Article Generator. This tool leverages advanced GPT technology to automatically generate, customize, and publish content on your WordPress site based on Google's keyword searches, saving you time and effort in content generation and curation.

Boost productivity and power your workflow with Nano Bots for Sublime Text: small, AI-powered bots that can be easily shared as a single file, designed to support multiple providers such as Cohere Command, Google Gemini, Maritaca AI MariTalk, Mistral AI, Ollama, OpenAI ChatGPT, and others, with support for calling tools (functions).

Go from company names / urls to full competitive analysis in minutes using a GPT-4 powered LLM Agent

Local Agentic RAG using Langchain and Agno

Autonomous Polymarket trading agent powered by Claude Code. Expiry convergence strategy, 94.7% win rate over 2 weeks live testing.

Multi-agent racing tournament on MetaDrive

Multi-agent reinforcement learning for privacy-preserving, scalable residential energy flexibility coordination

This application is built in four stages using infrastructure as code with CDK with Python to deploy. In the first stage, an Amazon Aurora PostgreSQL vector database is set up. In the second stage, the Knowledge Base for Amazon Bedrock is created using the established database. The third stage involves creating an Amazon

MCPSecBench: A Systematic Security Benchmark and Playground for Testing Model Context Protocols

An agent with human in the loop that can search the web for information while bypassing bot detection for private sites.

Self-hosted, OpenAI-compatible inference for the agentic era: reasoning LLMs, universal tool calling, and the Responses API alongside embeddings, speech, and image models — many models sharing your GPUs, one gateway. Powered by Ray Serve.

One stop shop - Local-first RAG stack with intelligent polyglot-code/docs, remote code execution, local llama enrichment, progressive disclosure tools, mcp server, sandboxed security.

Uses an AI agent (powered by Google Gemini via the Agno framework) to intelligently propose and execute a plan for organizing files within a specified directory on your computer.

Harness OpenAI's power to effortlessly create YouTube Shorts with this project. Includes tools for generating catchy titles, scripting content, converting text to speech (TTS), performing speech-to-text (STT), and assembling videos in MP4 format.

Using LangExtract and Gemma 3 for structured information extraction from unstructured text in insurance polices

Local Video RAG Engine. A FastAPI microservice for video understanding: Scene Detection + Whisper ASR + Qwen3-VL. Optimized for Apple Silicon (MLX) & Windows/Linux (Llama.cpp).

NexDR (Nex Deep Research), a leading deep research agent that autonomously investigates complex topics and generates rich, structured reports.

Intelligent multilingual PDF Q&A system for Indian professionals. Sarvam-30B + multilingual-e5-large. 22 Indian languages, no translation layer.

AI NourishBot is an AI-powered nutrition assistant that leverages advanced vision models and natural language processing to detect ingredients from food images, filter ingredients based on dietary restrictions, estimate calories, provide detailed nutrient analysis, and generate recipe suggestions.

Reddit_Poster_AIHawk is a Python script demonstrating AI's capabilities in social media interaction. It uses GPT models to analyze trending subreddits and automatically generate contextually relevant Reddit posts, showcasing AI's potential in understanding and engaging with online discussions.

Unofficial. Splunk MCP server. Implemented in Python and TypeScript/JS. Runs searches, queries Splunk, and outputs data as JSON, CSV, or Markdown for agentic LLM workflows. Includes guardrails for input SPL validation and output sanitization. SSE/stdio transport support. Deployment options: Stdio, local HTTP (SSE), or Docker.

A workshop on your own hardware where people and AI agents work together. Persistent coding agents with real access to your machine, durable memory, scheduled jobs, GitHub automation, and five interchangeable backends, in the browser or on Telegram. Your machine, your data, your rules.

AI-powered legal chatbot that leverages Retrieval-Augmented Generation (RAG) with DeepSeek R1 for advanced legal reasoning and document analysis. It provides a sophisticated legal assistant that can process and analyze complex legal documents, retrieve relevant information using advanced vector search, and generate nuanced legal analysis.

通过整合LangChain、大语言模型(LLM)、FastAPI和Streamlit，我们打造了一个直观、高效的PID参数调优平台

Browser-as-infrastructure for AI agents. Isolated Chrome sessions with fingerprint controls, network isolation, and full control via REST API / CLI / Web UI.

Multi-Model chat, code review and analysis MCP Server for Claude Code

Odylith stops coding agents from confidently doing the wrong thing

对 Karpathy 的 LLM Wiki 理念的一次完整实践测试——让 LLM Agent 自动构建和维护一个结构化、互相链接的 Markdown 知识库。

The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.

Sample solution to automate tedious regulatory compliance processes using multi-agent systems

A Twitter/X scraper built with Playwright for browser automation and OpenAI GPT-4 for AI-powered tweet analysis. Features timeline scraping, historical search, keyword search, checkpoint/resume, proxy support, and comprehensive data extraction.

WikiMind is a personal LLM-powered knowledge OS. Feed it articles, PDFs, YouTube videos, podcasts, or papers — it compiles them into a structured wiki and answers questions with full source attribution.

This project implements a modular, multi-agent AI system where a primary agent coordinates with specialized agents (Ad Campaign Manager, Analytics, Content Creator, and Engagement) to provide comprehensive social media management capabilities through a unified chat interface. Users interact with a single conversational interface.

Claude/Agent Skills for DigitalOcean App Platform - deployment, migration, networking, database configuration, and troubleshooting

Causal AI Scientist (CAIS) is an LLM-powered tool for generating data-driven answers to natural language causal queries.

Qworld: Question-Specific Evaluation Criteria for LLMs

Runtime provenance for AI and scientific workflows—capture, enrich, and query workflow data via observability adapters and code annotation across edge, cloud, and HPC.

PRO-V: An Efficient Program Generation Multi-Agent System for Automatic RTL Verification

Agentic RL post-training framework

🤯 Go VIRAL! This AI-powered YouTube Clipper AUTOMATICALLY finds & creates your next hit videos with smart face tracking & word-by-word captions. Stop wasting time, start trending! 🚀

A Claude Skill that orchestrates multiple LLMs as a council, generating collective intelligence through peer review and chairman synthesis

让 DCC 工具通过 MCP 协议接入 AI Agent 的桥接框架 | Bridge DCC tools to AI Agents via MCP protocol

Open-source AI assistant with voice control, browser automation, desktop overlay, and 109+ tools. Built with Python, Next.js, and Three.js.

Turn any MCP server into a CLI in one command.

[ICML'26] Hierarchical Abstract Tree for Cross-Document Retrieval Augmented Generation

Swarm — Autonomous Drone Navigation

Math models that make AI engagement feel human

Curated Claude and Codex skill collection for local AI workflows, automation, research, and product-building.

Learning chatbot that can automatically fetch lecture transcript

Create your own Alibaba dataset and interact with it in plain English. ⚠️ Archivé — voir poneoneo/pickmysupplier

A collection of custom AI agent skills for Google Antigravity and the open agent skills ecosystem.

Verifiable and free cloud compute for AI agents. webMCP + MCP native. Check out our sandboxed Beta + research in the README

Detect phantom IAM users, decode leaked AWS Bedrock and Claude Platform API keys, and prevent LLMjacking. CLI + SCPs + SIEM detection rules.

Panacea is a framework for building collaborative, intelligent multi agent AI systems. The framework provides a robust infrastructure for creating and managing multiple AI agents, and enables developers and organizations to build, deploy, and optimize AI agents that work well in dynamic, complex environments.

探索 Claude Agent SDK 能力的实验项目。通过 Skill 系统让 AI 理解 SDK 文档，进而自主构建了一个 TikHub 社交媒体数据对话助手。 本项目是利用 .claude/skills/claude-agent-sdk 建立 claude-agent-sdk 项目， 项目基于 https://github.com/liangdabiao/tikhub_api_skill tikhub skill 封装成 webapp。

Agent Skills for Robot Framework

First-principles Manim skill for Claude Code — mathematical animation from scratch, paper-explainer patterns, 21 rule files.

Install once, talk to your agent. ThinkWiki turns documents and notes into a local Markdown wiki with inbox review, content knowledge graph, and browsable HTML workspace.

MCP-сервер для кабинетов Wildberries, Ozon, Яндекс Маркета и Авито: продажи, заказы, остатки, цены, финансы, отзывы через API напрямую, без браузера. 1022 метода schema-driven, safety-гейт на запись. | MCP server for Wildberries, Ozon, Yandex Market and Avito seller APIs. Open-source MIT.

gradio mcp-server-track mcp nasa space hackathon-2025 astronomy asteroids

docker agent-demo-track security mcp vulnerability-scanner ai-agent region:us

streamlit region:us

streamlit region:us

streamlit region:us

streamlit region:us

transformers safetensors gpt_bigcode text-generation conversational arxiv:2407.00121

transformers safetensors internlm2 text-generation conversational custom_code

transformers safetensors qwen text-generation custom_code zh

Model Optimizer safetensors qwen3_moe nvidia ModelOpt Qwen3

safetensors qwen3_next NVFP4 quantized llm-compressor compressed-tensors

mlx gemma4 safetensors 4-bit quantized apple-silicon

Turn domain experts into production AI agents.

transformers gguf llama llama-2 text-generation code

Research-backed Harness Engineering study repo with a runnable Python MVP built around Plan -> Work -> Review.

Cost-optimised agent router for Claude Code: sends every sub-task to the cheapest model that can do it, and escalates only on verified failure.

A deterministic, zero-dependency prompt-pruning layer for long-running LLM conversations — expires stale tool state, collapses duplicate context, and proves it never drops a fact a later turn still depends on.

Autonomous agentic system for supervised machine learning model development.

Awesome papers in Large Language Models (LLM). They focus on state-of-the-art LLM methods, such as model, system, Pre-training, SFT, RLHF, Reasoing, MOE, Multi-modal LLMs, Applications (RAG, agent, coding) and so on.

LatentSkill: From In-Context Textual Skills to In-Weight Latent Skills for LLM Agents

AWS-native knowledge graph RAG framework unifying two graph-retrieval methodologies — Microsoft GraphRAG community summarization and LightRAG dual-level keyword search — on Amazon Bedrock, Neptune, and OpenSearch. Multi-hop QA over document corpora, with incremental indexing and multilingual support.

Self-host AI companion platform — characters with schedules, memory, and a life of their own (BSL 1.1)

Fast, pure-Python full-text indexing and search. Actively maintained continuation of Whoosh / whoosh-reloaded. Install: pip install whoosh3

EduFlow 畅学 — AI-driven student self-learning platform. AI agents assist, students lead. Next.js + FastAPI + LangGraph.

Give any AI agent real hands on your Mac. A stdlib-only Python CLI for volume, brightness, apps, browser, media, screenshots and mic tests. No dependencies, no daemon.

Model for multi-turn tool calling of bash functions

A runnable reference implementation of multi-agent constraint propagation using Caura. 5 specialists share memory via MCP so decisions made upstream automatically govern downstream agents.

Model Context Protocol server for Couchbase - connect AI agents and LLMs like Claude, Cursor, and Copilot to Couchbase/Capella

Machining process planning for motor shafts - input shaft geometry, RAG-grounded operations, machine tools, cutting tools, heat treatment, exported as a process-card Excel.