Python agents

Agent skill for operating Multica through the local CLI

Lydia is a local AI coding agent for the terminal. It reads and edits your code, runs commands, and drives git through a local Ollama model. No API keys, no cloud, nothing leaves your machine.

用约 600 行纯 Python，从零实现 Cordis / deepseek-harness 的核心 Agent 插件架构：插件系统、Context 服务注册、依赖拓扑排序、事件分发、Waterfall 中间件与可逆副作用。无需真实 LLM API，内置 Fake LLM，通过完整 Agent Loop 直观理解 AI Agent 插件架构。

gguf text-generation base_model:deepseek-ai/DeepSeek-Coder-V2-Instruct base_model:quantized:deepseek-ai/DeepSeek-Coder-V2-Instruct license:other endpoints_compa

A production-grade Model Context Protocol (MCP) server. Empowers AI assistants (Claude, Cursor) to search, fetch, and analyze Reddit discussions with resilient rate-limiting and smart LLM noise filtering.

A local-first Python personal AI assistant for reasoning, memory, voice, vision, automation, and device control.

An MCP server that lets AI agents operate a multi-cluster Kubernetes fleet through an Open Cluster Management hub, with policy, approval, and audit between the model and your clusters.

CVE ingestion + enrichment pipeline with an MCP server for AI agents.

【LLMs千面郎君】AIGC 求职面试指南项目涵盖了 **📚 AIGC 求职面经**、**提示词工程**、**大模型面试题专题**、**计算机视觉与感知算法专题**、**深度学习基础与框架专题**、**手撕项目代码专题**、**优异开源资源推荐专题** 等 AIGC 求职你所需要知道的一切~

An open-source research operating system for Robotics & AI, developed and maintained by ERL Lab.

A pure-Python system that automatically discovers, verifies, and applies relevant historical requirements for coding agents — no embeddings, no vector database, no LLM calls. Companion code for the Towards Data Science article on intent continuity.

把抖音链接或口令直接交给 Codex，下载无平台角标原视频并按博主自动归档

No-login web access layer for AI agents — 7 zero-config platforms

A procedural Agent Skill that teaches custom-provider models how to discover, use, verify, and recover from Claude Desktop/Cowork-style tools and workflows

Fast browser agent on langchain-typesafe

An index of Claude and agent skills for academic work, from literature search to peer review. Organized by where each skill fits in the research lifecycle; each entry notes its license and what it runs. CC0.

Claude Code skill for generating PowerPoint decks from markdown using template slide master layouts

Demo of Agentic RAG

Simple chatbot in Python using NLTK and scikit-learn

🌳 MCTS-inspired parallel beam search for conversation optimization. Explore multiple dialogue strategies simultaneously, stress-test against diverse user personas, score with multi-judge consensus, and discover winning conversation paths that single-shot LLMs miss.

Goal of project is to write programs that will allow multiple agents to find optimal paths from their start location to their goal location such that all agents are able to move simultaneously. Various algorithms will be explored such as Prioritized Planning, Conflict-Based Search (CBS), A* Search. Additionally, a paper that describes Safe Interval Path Planning (SIPP) provided the inspiration for writing of SIPP versions of Prioritized Planning and CBS.

Build and deploy powerful AI agents using LangChain, RAG, Langgraph, and GPT – from beginner to advanced.

Intelligent search engine/QA module that uses GPT models to provide accurate, relevant & recent answers from Google News/Web, & can directly answer user queries using GPT's knowledge.

AI writing assistant built with FastAPI, LangChain, LangGraph, RAG, and OpenAI-compatible APIs for style extraction, rewriting, review, and cover generation

reproduce some RL or Multi-Agent models

📮 Dialogflow + Sendgrid = AI Mailbox

ChattierGPT - A Simple and Powerful UI for the ChatGPT API

AI Discord bot with Image Recognition/OCR Capabilities + Image Generation with SDXL For Free!!

Local character AI chatbot with chroma vector store memory and some scripts to process documents for Chroma

This a very basic discord bot linking to GPT3 (openai and AI21). By defaults it is Kirby, but can be any real or virtual bot (just need more or less training prompt).

Versatile framework designed to streamline the integration of your models, as well as those sourced from Hugging Face, into complex programs

(ACL 2025 Main) Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation

Automation Framework using LLM-as-a-judge to evaluate of Agentic AI, RAG, Text2SQL at scale; that is a good proxy for human judgement.

本仓库是一个关于 Agent（智能体） 的实验性 DEMO 项目，主要展示如何利用大语言模型（LLM）在计算机上执行“自动化代码编写”、“文件系统探索”等操作。项目基于 DeepSeek R1 系列模型做了一些初步探索，希望借此分享经验与心得，也为更多对 Agent 感兴趣的开发者提供参考。

A framework for creating voice based agents. Integrations LLMs with speech recognition and text-to-speech

(ICLR 2026 Oral) Code for the paper: Reducing Belief Deviation in Reinforcement Learning for Active Reasoning of LLM Agents

LangChain / LangGraph Q&A 에이전트

WorkBrain is an advanced intelligent agent model that can make autonomous decisions based on input data to achieve automated processing of various tasks. Developed independently by Chengdu Minto Technology Co., Ltd.

ML2-Multi Agent Environments

Negative Update Intervals in Multi-Agent Deep Reinforcement Learning

Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships

A fully local, zero-API, zero-finetune multi-agent AI architecture that makes an 8B base model perform high level model reasoning, research, coding, and web analysis. By AI-assisted development. Open-source for everyone to extend.

纯 API HTTP 请求 (httpx) | IP/UA 深度伪造（X-Forwarded-For、X-Real-IP、CF-Connecting-IP）| User-Agent 多版本随机化 (Chrome 120-143+) | 多操作系统模拟 (Windows/macOS/Linux) | sec-ch-ua 客户端提示伪装 | 线程安全用户名生成（微秒时间戳 + UUID + SHA256）| 亿万次不重复保证 | PyQt6 专业桌面 GUI | SQLite 本地存储优化（带索引）| OpenAI 兼容 API Key 验证 | 自动错误重试 + 指数退避策略 | 用户名重复自动重生成 | 实时速率统计 | 多线程后台任务 | 随机 Referer 模拟真实流量来源

A collection of tools that can be used for LLM function calling

This is a security Knowledge Framework chatbot which will answer your queries related to web vulnerabilities.

A proof‑of‑concept C2 framework that uses Server‑Sent Events (SSE) and the MCP protocol for agent registration, command dispatch, and result collection. By tunneling through ngrok, you can quickly expose your C2 server to the public internet for rapid testing and demonstration.

A comprehensive AI solution for saving, sharing, and reusing code materials in your Sublime Text environment, with a powerful integration of AI assistance and Copilot and many LLM models including ChatGPT functionality, specifically designed to enhance your coding workflow.

Cross-platform toolkit to enhance Claude Code with multi-LLM consensus, 8 specialist agents, semantic knowledge search, and one-command install.

鸣弦/MIXIA Framework (formerly persona-vault) — 人与AI协作的团队操作系统

an open-source tool for the multi-agent-based development and testing of local energy market applications

Your intelligent ally for effortless information retrieval and seamless browsing across documents and the web.

Paper to Code automates the incorporation of research paper concepts into practical code using OpenAI's GPT models, bridging theory and implementation.

Kibernikto is a multi agent ai framework with a telegram bot connection.

Multimodal Chatbot with Amazon Bedrock Knowledge Bases Integration

Open code of my published paper: Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforcement Learning

Agentic RAG with MCP Server

飞书机器人接入 Claude Code，群聊共享上下文，本地电脑操作助手，效果类似openclaw

To Think or Not to Think: Exploring the Unthinking Vulnerability in Large Reasoning Models

NotionGPT is an AI that writes and organizes content in Notion for you.

OpenAI Whisper in Home Assistant via the OpenAI API for use in the Assist pipeline

[ICML 2025] Official Code of SMPE: "Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration"

Backend for skillgraph - a skill based framework for building agents that work.

Intelligent Resumes for Smarter Job Hunting

LMT (LayeredMemoryTrader) is a multi-agent trading system using LLMs with human-style short/mid/long memory debates.

Mental health support companion

[WWW-2025] ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration

The official code repository for the paper "CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents"

🤖 Team onboarding kit for Claude Code AI coding assistant. Pre-configured with agents, skills, slash commands, and MCP integrations for Java 21/Spring Boot WebFlux, Angular, Flutter, PostgreSQL, and Firebase. Clone → install → start building.

Portable skills, agents, hooks, and Pi extensions for Claude Code, Codex CLI, Copilot, Cursor, Grok, and Pi.

Plugboard is an event driven modelling and orchestration framework in Python for simulating and driving complex processes with many interconnected stateful components.

Portable AI memory from your conversations and data exports.

Multi-Agent Solutions (Deep Research and more)

VOXRAD is a voice transcription application for radiologists leveraging locally deployed ASR and LLM models.

A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp

Self-hosted intent radar — Reverse RAG for any input stream.

Providing a strong Gravity (sandbox) in the wild world of AI Agents (Antigravity, claude code, ...), to preserve the developer's Sanity.

The warehouse-native LLM evaluation package for dbt™ - monitor AI quality without data egress

BIM LLM Code Agent with Vector and Graph RAG

AI Marketing Campaign Post Generator is an **AI-powered marketing campaign generator** that transforms business ideas into professional marketing campaigns using Google's Advanced Development Kit (ADK) Framework and Gemini API.

Open-source PDF-to-Markdown post-processor with footnotes, LaTeX normalization, figure links, and YAML metadata. Supports Marker, MinerU, PyMuPDF, and Docling. Includes a self-hosted web UI.

Discord CLI for AI agents. Manage servers, messages, reactions, threads and monitor events from the terminal.

A Claude Code plugin for behavior and workflow guardrails with knowledge accrual

Agent-readable skill files for Internet Computer (ICP) development. Prevents AI hallucinations.

Claude Code Skill - 抓取微信公众号文章并转换为 Markdown，自动下载图片 | WeChat Article to Markdown Converter

Cross-platform local-first Markdown editor with tabbed editing, real-time preview, AI chat and translation, sentence-by-sentence comparison, slash commands, academic citations, universal document import, advanced table editing, browser preview, export tools, and support for OpenAI-compatible, OpenRouter, OpenAI, Anthropic, LM Studio, Ollama, and cu

AI-powered development tools. 19 agents, 22 commands, 32 skills, 1 hook, 1 MCP server for code review, research, design, and workflow automation.

基于本地 RAG 与大模型人格蒸馏的多平台聊天记忆系统。通过 FTS5 检索、语料清洗与长期报告生成，将聊天记录转化为高拟真的数字分身。

InkFlow（墨流） 是一个基于 LLM 的工业化长篇小说创作引擎。采用“流程标准化 + 技能插拔化”架构，8 个专职 Agent 通过 Plan → Compose → Write → Edit → Observe → Reflect → Librarian 的标准化管线协作，7 个真相文件构成唯一事实来源，支持百万字级上下文管理、支线追踪、情绪弧线可视化、去 AI 味检测，以及基于蒸馏的风格迁移。

Run AI coding agents in sandboxed containers communicate via ACP

Reusable Agent Skills for embedded systems, MCU debugging, firmware workflows, and AI automation. （嵌入式、MCU 调试、固件流程与 AI 自动化的可复用 Agent Skills 集合）。

A complete LangGraph guide for PhD students and researchers. From zero to multi-agent systems with Python examples (chatbots, ReAct agents, supervisor patterns, research pipelines).

Detect fake AI APIs — Verify if an LLM API is actually serving the model it claims. Catch resellers selling "Claude" or "ChatGPT" that secretly serve cheaper models. Behavioral fingerprinting with 32 forensic prompts.

Domain-neutral AI red-team framework for recursive self-improvement governance

this is the blog of LLM and MultiModel which is study method

Deterministic agentic-style multi-hop RAG at research-SOTA parity on commodity LLM APIs — no GPU, proof tree per answer.

国内公募基金数据采集与AI辅助分析工具 — 全栈FastAPI+React，集成AKShare多源数据、风险评分引擎、回测验证、LLM可选分析

The Agno demo showcase — agents, teams, and workflows built with Agno.

Silicon Society Sandbox (SiliSocS) is an versatile and extensible experimentation system for EASE-configured generative multi-agent simulations