Python agents

An AI Agent for Personal Self-Reflection

Framework for building reliable LLM agents with structured specs, operator-level verification, and progressive solidification.

applying multi-agent reinforcement learning for highway-merging autonomous vehicles

Official codes for "Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management: Reducing Costs and Alleviating Bullwhip Effect"

A pluggable AutoML experiment agent for multi-task hyperparameter optimization

Uber's Multi-Agent Routing Value Iteration Network

Modelling of multi-agent-system as Kripke structure and implementation of its knowledge-base with modal logic formulas.

A web app for rapidly prototyping AI agents and the lightweight web UIs that wrap them—build flows, preview interactions, and share agent-driven experiences without lock-in.

a1facts - the precision layer for AI agents

Step by step road map to learn and understand Natural Language Processing

An LLM token streaming server for a grammar assistant app

A system monitoring tool powered by LLMs that provides real-time insights about your system's performance

Roomey is a multi-purpose Voice Agent designed to run your personal and business life.

The agent I built for my AI Agents series on YouTube - breaking down my entire process of building AI agents from idea to production!

This code accompanies the paper "Scalable Multi-Agent Model-Based Reinforcement Learning".

An intelligent assistant for querying and analyzing real estate condo data in Miami.

Reddit_Commentator_AIHawk is a Python project showcasing the power of artificial intelligence in social media interaction. This tool demonstrates AI's capability to generate contextually relevant Reddit comments using GPT models and LangChain. It automates the process of analyzing trending posts and creating engaging responses.

A collection of LLM related papers, thesis, tools, datasets, courses, benchmarks

你的另一个微信，这里的每个人都带着记忆，只为你而来。 Your other WeChat, where everyone comes with memory and exists just for you.

FinchBot is an AI Agent framework that empowers agents with true autonomy, built on LangChain v1.2 and LangGraph v1.0. With fully async architecture, agents gain the ability to self-decide, self-extend, and self-evolve

A real-time shared memory layer for multi-agent LLM systems.

Composable Google Sheets CLI for humans and agents. Read, write, update cells by key—with Agent Skills for Claude Code and OpenAI Codex.

MUA-RL: MULTI-TURN USER-INTERACTING AGENT REINFORCEMENT LEARNING FOR AGENTIC TOOL USE

B2B software vendor evaluation skill for Claude Code — domain-expert questions, vendor AI agent conversations, evidence-based scoring

Multi-agent exploratory data analysis system with autonomous insights, visualization, preprocessing, and reporting workflows.

Agentic RAG Harness for long documents, Tree and Graph based reasoning. Cited answers down to the pixel

codex cli hooks - adding voice on each hook

[ACL2026] AlphaQuanter: An End-to-End Tool-Orchestrated Agentic Reinforcement Learning Framework for Stock Trading.

M.A.R.I.N.A GPT a powerful, evil brother of WormGPT.

A Python framework for modular, self-contained skill management for machines.

Local LLM agent for vintage Mac hardware. Built on a 2013 Mac Pro trashcan with dual AMD FirePro D500s. Elyan Labs.

Claude Code hooks that auto-switch model tier based on task complexity

Zero trace. Full answer. — Transparent Claude API proxy that anonymizes PII and sensitive data before it leaves your environment. From pentesters, to pentesters.

MCP server connecting AI assistants to Redmine: issues, projects, wikis, time tracking, agile boards, and CRM, with OAuth2 multi-user support

27 scope-enforced AI agents that run the full pentest kill-chain (recon → exploit → post-ex → DFIR → report) as a one-command Claude Code plugin. Backed by 754 MITRE-mapped skills.

Let agents control many desktop software directly from the cli, with one pip install, and no MCP servers.

Complete ETCLOVG framework for AI Agent workflows - DAG+FSM orchestration, Ebbinghaus memory, discipline routing, skill evolution, trace system, governance. 80+ tests, zero deps, 7/7 layers.

World-model-as-a-harness for simulating AI agent environments

AI长篇小说工程化写作流水线 — SQLite记忆、21道Guard门禁、Agent陪审团、防幻觉检查、多小说独立数据库、人工味质量层

Track work, verify results, carry memory, and sync tools across coding agents. Local files, no daemon.

Codex Switch 是一个 macOS 工具，一键配置 Codex 的自定义 API，同时保留官方 OpenAI 登录。保存后 Codex 的模型选择器里只会出现你选的那个 provider 的模型。也支持 Claude Code 的官方 / 自定义 API 切换。Codex Switch is a lightweight helper for configuring multiple coding-agent API routes. For Codex, it keeps Official OpenAI and a custom API provider configured in parallel, registers the custom model in Codex's mod

A curated collection of ready-to-run automation prompts for real-world workflows.

gradio gradio-custom-component SimpleTextbox workflow builder editor region:us

gguf chat text-generation en arxiv:2309.16609 license:other

transformers safetensors iquestcoder text-generation code industrial-code

transformers gguf agent text-generation en base_model:janhq/Jan-code-4b

gradio region:us

🍊 Akka（阿卡）- Self-learning, 24/7 Creator AI Agent

🍊 Akka（阿卡）- Self-learning, 24/7 Creator AI Agent

Synthora is a lightweight, extensible framework for LLM-driven agents and ALM research. It provides the essential components to build, test, and evaluate agents, enabling you to assemble an agent with a single configuration file. Our goal is to minimize effort while delivering robust functionality.

🚀 An advanced Python Discord bot for everyone

AI agent harness for Active Directory offensive security — 8 skill domains, 13 slash commands, 7 agents, ROE-safe orchestration. Part of DoOS by Evaluris Solutions Labs.

A RAG based Generative AI Attorney fed with Indian Penal Code data. Developed using Streamlit, LangChain and TogetherAI API.

A simplified setup for users to explore the AutoGen library. Contains example scripts derived from AutoGen notebooks for a hassle-free experience.

AI-first learning platform with a tutor grounded in the course itself, multi-modal authoring, and verifiable credentials — FastAPI + Next.js, Groq Llama 3.3 70B, MCP server, golden eval suite. Live demo at lumen.ahmedhobeishy.tech.

LLM powered functions to supercharge your GitHub workflow.

A minimalistic automatic speech recognition streamlit based webapp powered by OpenAI's Whisper "State of the Art" models

A sample app for the Multimodal Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power Q&A experiences.

Workshop on developing product features with agentic coding practices

Vulnerability impact analyzer that reduces false positives in SCA tools by performing intelligent code analysis. Uses agentic AI with open source models to understand CVEs and verify actual vulnerability impact in your codebase. Keeps your code secure with on-premises execution and human-in-the-loop verification.

Verbosity control for AI agents

an implementation of the ideas in Erik Meijer's "Guardians of the Agents: Formal Verification of AI Workflows" (Communications of the ACM, January 2026)

Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning

Code for "Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning" ICML 2021

The implementation of AAAI 2022 paper "Multi-Agent Incentive Communication via Decentralized Teammate Modeling".

Empire Chain is a Python framework that orchestrates all your AI needs by seamlessly integrating LLMs (OpenAI, Anthropic, Groq), vector stores (Qdrant, ChromaDB), document processing, speech-to-text, web crawling, data visualization, and interactive chatbots into a unified interface, making it easy to build powerful AI applications like RAG systems

NeurIPS 2025: Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMs

Automated Deep Research with LLMs, web search, paper parsing, and didactic summarization.

Science-driven chatbot development

An open-source implementaion for fine-tuning SmolVLM.

✨ 大语言模型 (LLM) 的自然语言数据库查询系统 (RAG) Natural Language Database Query System (RAG) based on LLM✨ (with README in English) 🚩 通过自然语言提问，使用大语言模型智能解析数据库结构，对数据进行智能多表结构化查询和统计计算，根据查询结果智能绘制多种图表。 Pywebio 交互式前端网页，不必须 openai api，支持 qwen glm 等多种模型，100%纯 Python 代码。

Too many docs? Quickly search over any PDF or Markdown documents

PDF Parsing Tool: GOT's vLLM acceleration implementation, MinerU for layout recognition, and GOT for table formula parsing.

Ready-to-run examples showing NoPII PII protection with OpenAI, Anthropic, LangChain, LlamaIndex, and more

KGB-RAG是一个基于neo4j图数据库和其他图数据库的知识图谱检索系统，它可以根据用户的自然语句提问，从原数据库获取相关实体信息，并通过知识图谱检索技术以及结合大模型自身能力来增强回答用户的自然语言提问。

BioDSA: Framework for Vibe Prototyping of AI Agents for Biomedicine

FileGram: Grounding Agent Personalization in File-System Behavioral Traces

Reproducible Structured Memory for LLMs

Ollama MCP Agent allows you to use LLM models locally on your PC for free along with MCP additional features

Cody the coding ai assistant

Local AI chatbot for Matrix with infinite personalities, tool calling, and MCP — powered by Ollama

Build validated web research processes through self-annealing loops. 138 patterns tested, 90%+ accuracy. Works with Claude Code, Clay, any AI agent.

Agentic AI-driven Quantitative Alpha Builder. Streamline alpha generation with autonomous research navigation and backtesting.

Binary Ninja plugin to provide LLM assistance analyzing binaries.

DataSciBench: An LLM Agent Benchmark for Data Science (Findings of ACL 2026)

EmbodiedAgents is a fully-loaded ROS2 based framework for creating interactive physical agents that can understand, remember, and act upon contextual information from their environment.

Local first Second Brain RAG for any Obsidian Vault (works with any Markdown). Works with DuckDB. Also includes a web-app👇.

🤖 Cortex AI: #1 AI Trading Bot for Crypto, Forex & Stocks. Automated Arbitrage Engine v3.4. Works on Solana, TON, Binance & Bybit. Best Free Crypto Trading Bot 2026.

Migrate Claude Code skills and Agents to Open AI Codex native skills and agents. Semantic mapping preserves original behavior, classifies migration risk (MECHANICAL / MANUAL / REFACTOR), validates structure, and tracks progress end-to-end. No manual rewrite required. Keep what you built. Run it in Codex CLI. Experimental.

AI-powered agent that scrapes leads with Bright Data, qualifies them using OpenAI, and delivers outreach-ready results via an easy Streamlit UI.

Lightweight Linux sandbox for AI agents. Kernel-native isolation (namespaces, cgroups, seccomp, Landlock) with REST API, MCP bridge, and web dashboard. Single Rust binary.

AI Agent的Skills 合集

Chat with your knowledge base — a conversational RAG agent (LangGraph + OpenRouter) built on Fast Dash's native chat mode. A modern rebuild of the original Embedchain demo.

Feature-rich all-in-one self-hosted server & server fleet management (Web UI): patching, monitoring (agent + agentless/SNMP), CVE scanning, CMDB, RMM, alerts & webhooks, Proxmox/VMware, Ansible, compliance & more — the Swiss-army knife to keep your servers healthy.

Chinese legal workflow skills for AI agents

static region:us

Adaptable, accountable AI teams. Visually

Python terminal AI agent CLI with ReAct tools, MCP, Runtime API, memory, snapshots, web search, and image input

Three AI agents. One brain. Zero downtime. Multi-agent CLI orchestrator with next-man-up failover for Claude, Codex, and Gemini.