Python agents

Experimental code for evaluating Python's capabilities in Unreal Engine 5. This repository includes test scripts for UE5 automation, Blender and HoudiniFX integration, as well as tools such as a Twitter bot, a Reddit script, and utilities that leverage text and image generation models.

🌻 Deep learning project of Taiwan plants classification and detection with chatbot implementation

Build domain AI assistants with annotated dialogue examples - 通过标注对话示例，低成本构建可靠智能体

Chatbot using Tensorflow (Model is transformer) ko

An open source, community-written service-agnostic chat bot

Serverless applications for Amazon WorkMail.

A simple Tinode chatbot framework.

Here is my Senior Design Project that I implemented to graduate from Computer Engineering. It is a chatbot made in RASA and helps the user to plan their vacation in the Turkish language. In order to plan the user's vacation, it provides reservations by asking various questions for hotel, flight, or event.

A chat bot powered by GPT to answer questions related to documentation

Un framework in Italiano ed Inglese, che permette di chattare con i propri documenti in RAG, anche multimediali (audio, video, immagini e OCR). It is an Italian and English framework, which allows you to chat with your documents in RAG, including multimedia (audio, video, images and OCR).

Automate and streamline app development with an intelligent Python application that leverages OpenAI to generate plans, create project structures, manage tasks, and guide developers through the development process.

Voice2voice ChatGPT Assistant built through OpenAI Whisper (speech2text) + OpenAI ChatGPT API + Google Text2Speech Service (text2speech)

Easily manage ChatGPT conversation variables

Is a high-performance Augmented Recovery-Generation (RAG) solution based on Redis, Qdrant or PostgreSQL. It offers a high-level interface using FastAPI REST APIs

This repository contains an example of how to use the Weaviate vector search engine's text2vec-openai module

PyGPTPrompt: A CLI tool that manages context windows for AI models, facilitating user interaction and data ingestion for optimized long-term memory and task automation.

Let's discover films.

Code for the paper "Firewalls to Secure Dynamic LLM Agentic Networks"

A KBQA solution framework based on the agent-environment paradigm in the era of LLMs.

Tools for CrewAI

Cumulative Agentic Skill Creation through Autonomous Development and Evolution

Spring 2017 Deep Reinforcement Learning Final Project

A multi agent system for document generation

An Agent used to demonstrate the operation of code based on a sandbox in a multi-user environment

Multi agent simulation code for 2×2 Game on complex network

Multi-agent deliberation plugin for Claude Code - council, debate, and deliberation modes

Multi-Agent System for Automated Penetration Testing (MASAPT)

[ICLR'26] EduVisAgent: A Benchmark and Multi-Agent Framework for Pedagogical Visualization

This is a multi agent reinforcement learning system using SUMO for large scale traffic light control

[AAAI 2025 Oral] Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks

This project shows how to unlock Ollama tool-calling with Google’s Gemma 3, which doesn't natively support this feature. Includes practical examples, custom prompts, and model-file adjustments to demonstrate effective integration.

Linq's Function Calling Agent utilizing DeepSeek-R1

Solana Agent Middleware: a Python framework for AI agents with tools, memory, wallets, events, and guarded on-chain workflows.

AI agent framework

Build Your First Copilot Challenge (Foundry Edition)

[COLM'24] Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration

Lightweight and Flexible Library for Creating Agents and Multi-Agent Conversations 🤖

A LangGraph-based research assistant that helps find, analyze, and summarize scientific papers. Built with Mistral LLM (via Ollama) and Flask, this agent can search papers through CORE API, process PDFs, and provide structured research summaries.

Augmented AI decision framework

Common Chronicle turns messy context into structured, sourced timelines.

This project is a Facebook Messenger chatbot that uses the OpenAI GPT-3 model to generate responses to user messages. It leverages Flask as a web framework to handle incoming messages from Messenger and makes requests to the OpenAI API to generate responses.

REFRAG: LLM-powered representations for better RAG retrieval. Improve precision, reduce context size, same speed.

It shows how to realize agentic RAG.

A tool for summarizing search results and website content using FAISS, LLMs, and the Retrieval-Augmented Generation (RAG) technique.

This is the official code repository for the paper "Language Agents Meet Causality -- Bridging LLMs and Causal World Models"

Multi Agentic Rag Tutorial

The multi-backend, multi-modal micro-framework for AI agent development, orchestration, and deployment

An open-source chat text to control actions agentic workflow framework/showcase powered by Agently AI application development framework.

Harness the power of deep reinforcement learning to optimize your Home Energy Management System (HEMS). Our tailored agent, trained on the CoSES ProHMo Modelica framework, efficiently controls a building's heat pump and thermal storage valve.

Community examples utilizing NVIDIA NeMo Agent Toolkit.

Git AI Copilot code review

TDD + requirements workflow skill for AI coding agents (Claude Code, Codex, Antigravity, Cursor, Windsurf, etc.). Part of the Shelpuk agentic suite alongside Serena, Kindly Web Search, and Lad.

An LLM-based system that fully automates Chaos Engineering (ASE 2025, NIER track)

Production-ready RAG framework for Python — multi-tenant chatbots with streaming, tool calling, agent mode (LangGraph), vector search (FAISS), and persistent MongoDB memory. Built on LangChain.

Match your resume with a job, effortlessly

ATAT is an email client for AI Agents. Deploy dozens of AI agents through a single email address (IMAP/SMTP) using the OpenAI API. Just add credentials, create one email and the aliases you need, and you have agents over email. Just add credentials and it works.

pdf multimodal rag 【pdf多模态rag问答】

Grey Haven's centralized repository for Claude Code agents, commands, and configs

Agentic RAG system grounded in Ethereum specs, discussions, papers, and codebases

Y-Agent Studio 是一个面向 企业级应用 的Agent开发套，Y-Agent是其中的核心模块。 包含了：支持智能体编排、RAG、流程日志、单元测试、流程测试、语料生产等垂直领域非常需要的功能。 智能体编排可以在同一个流程中，同时支持多智能体协作和流程混合编排。

CheckmateC2 is a custom agent and listener for the Havoc Framework (made by @Cracked5pider) that communicates entirely through Chess.com game collections and analysis boards using Base5 and FEN for data encoding.

Multi-model AI agent runtime. Define agents in YAML, route each role to a model, orchestrate with 7 patterns (ReAct, Plan & Execute, Fan-Out, Pipeline, Supervisor, Swarm, Glyph), and deploy as a REST/WebSocket API with RAG, memory, MCP tools, guardrails and OpenTelemetry observability.

AI-powered natural language to SQL

Privacy-first document intelligence engine — parse PDFs, DOCX, PPTX, XLSX & CSV into AI-ready chunks for RAG pipelines. Includes HITL review, 3-layer memory chat, and a production FastAPI server.

HospitalSim is a sophisticated multi-agent hospital management and simulation system designed to optimize healthcare operations through multi-agent collaboration

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

An automated pipeline that leverages LLM's meta-learning capability to iteratively design and refine red-teaming systems without human intervention.

AMP: The Agent Memory Protocol — Open source, MCP-native memory server for AI agents. Give your LLMs a hippocampus.

基于滴答清单官方API的本地MCP服务，让用户通过LLM和Agent应用轻松管理待办事项

An implementation of a CrewAI agent acting as a personal assistant. The agent can draft emails based on the knowledge base built in Obsidian.

JusChat é um assistente jurídico inteligente baseado em tecnologia GraphRAG (Graph Retrieval Augmented Generation) que utiliza processamento de linguagem natural e grafos de conhecimento para consulta e análise de documentos jurídicos brasileiros.

These are my vibecoded experiments (generated by the agents themselves based on the docs of various tools) -- many of the skills are not properly vetted and I am simply improving them as I go along and notice mistakes done by the agents as they use a given skill.

An agentic coding and automation assistant, supporting both local and cloud LLMs.

Sketch2Simulation: Automating Flowsheet Generation via Multi Agent Large Language Models

FinMTM: A Multi-Turn Multimodal Benchmark for Financial Reasoning and Agent Evaluation

Une suite complète de skills, agents et scripts marketing entièrement en français, conçue pour Claude Code.

Cursor AI Agent Team Framework: A three-agent collaboration system for AI-assisted work

Security-first AI agent daemon — the model proposes actions, the runtime decides what execute

Safactory: A Scalable Agentic Infrastructure for Training Trustworthy Autonomous Intelligence

An agent built with OpenAI Agent SDK, Neo4j and Neo4j MCP server

Multi-AI consensus MCP server that queries multiple AI models (OpenAI, Claude, Gemini, custom APIs) in parallel and synthesizes responses to reduce bias and improve accuracy. A Python implementation of the wisdom-of-crowds approach for AI decision making.

AI 全链路小说创作工具

First formal security scanner for AI agent skills & plugins. Static analysis, supply chain verification, SBOM generation. 22 frameworks supported including MCP, LangChain, CrewAI.

Unified multi-layer caching library for AI/agent pipelines — LangChain, LangGraph, AutoGen, CrewAI, Agno, A2A

AI Agentic Trader

Automatic cost-aware model routing plugin for Hermes Agent

🚀 多Agent协作智能知识库系统 — 五层可编排Agent架构 + RAG全链路 + 统一ToolRegistry，Spring Boot + FastAPI + React，核心亮点是 五层可编排 Agent 架构——Interface、Orchestrator、Tool、Memory、Evaluation 五层解耦，支持意图识别→问题改写→检索→充分性判断→答案生成的完整工作流。系统内置 Router / Retrieval / Ops / Inspection 多 Agent 协作，通过统一 Tool Registry 管理 AI 能力，支持 runId/traceId 全链路追踪、四级记忆体系与 Caffeine + Redis 多级缓存。适合Agent后端开发学习与简历展示

AI-powered multilingual FIR drafting assistant using Flask, NLP, and Machine Learning.

Open-source platform that monitors 25+ AI/tech data sources, processes signals through LLM-powered agents, and surfaces actionable market intelligence

Hyper minimal AI agent framework: 6kb, < 100 lines, zero dependencies, graph-based orchestration, built-in tracing.

AgentLeak: Open benchmark for privacy leakage in LLM agents — 7 channels, multi-agent, multi-framework.

Memory for Claude Code that survives the session boundary — install the plugin into any repo: a hot cache injected every session under three hook-enforced caps, per-session handoffs, audit-driven promotion into knowledge and rules, plus agent orchestration and QA layers. Zero deps.

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。

A curated system of production-ready Claude Code skills with quantitative evaluation reports, golden test fixtures, and engineering workflow integration.

Curated archive of agentic AI samples, reference implementations, and tooling from the Agentic AI Acceleration program in Korea. AWS-native patterns covering Bedrock, AgentCore, and end-to-end agentic AI pipelines.

HYBRO Hub: local & remote AI agents — private, powerful, unified.