Python agents

🔭 Threat report analysis via LLM and Vector DB

AI and Python-based resume builder using python-docx and ReportLab.

The most lightweight and easy to use ChatGPT and DALLE-3 Telegram bot with token balances, user management and admin privileges.

This project implements a Retrieval-Augmented Generation (RAG) system using GraphRAG for the novel "86 - Eighty Six"

An advanced, fully local, and GPU-accelerated RAG pipeline. Features a sophisticated LLM-based preprocessing engine, state-of-the-art Parent Document Retriever with RAG Fusion, and a modular, Hydra-configurable architecture. Built with LangChain, Ollama, and ChromaDB for 100% private, high-performance document Q&A.

Local-first tool for analyzing GitHub issues and generating triage recommendations using AI.

LLM Engineer's Handbook by Paul Iusztin and Maxime Labonne with pixi.

OpenViking knowledge base integration for nanobot — RAG augmentation, semantic search, vector embeddings, document indexing. Free models on SiliconFlow.

Local AI server with persistent memory, RAG, and multi-backend inference (MLX / llama.cpp / Ollama). Runs entirely on your machine — zero data sent to external services.

This repository contains code for the RAGonite project, a flexible RAG pipeline developed by the NLP team at Fraunhofer IIS, Erlangen, Germany. RAGONITE supports conversational question answering over heterogeneous data, iterative retrieval over structured and unstructured sources, automated database induction from knowledge graphs, and much more.

A Module for Large Language Models that seek to integrate a vector-based memory system into the inference process, leveraging embeddings to capture deeper semantic meaning.

A century-old style manual, converted into a taxonomy of agentic writing skills.

Analyze Stocks using Deepseek-R1 and Ollama

Steuermann is designed as a domain-agnostic, on-premise AI runtime. It can be extended with profiles to adapt to specific use cases.

A desktop AI agent that controls your local machine — runs commands, manages files, executes code, browses the web autonomously etc. Supports Claude, GPT, Gemini, Llama, DeepSeek, and more. .exe available

The community version of the Web Speed mapping tool

🚀 Professional AI Agent orchestrator for generating tailored rules and AGENTS.md with deterministic JIT skill discovery. Optimized for Context Savings and Agent Alignment.

Datadog for AI Agents — Distributed tracing & observability for multi-agent systems. Trace every LLM call, tool use, and agent decision with 2 lines of code. Beautiful TUI + Web dashboard. Zero-config instrumentation for OpenAI/Anthropic/LangChain.

📞 Локальный AI-секретарь, тех. поддержка и менеджер по продажам с клонированием голоса XTTS v2, real-time распознаванием речи (Vosk/Whisper) и offline LLM (vLLM + Qwen/Llama и тп). Полноценная админ-панель (Vue 3), Telegram-бот, виджет для сайта, fine-tuning pipeline. Self-hosted, приватность данных, СМС и телефонные звонки .

AI-powered job application automation with GPT-4o, LinkedIn auto-connect, resume optimization, and cold email campaigns. Features AI agents for contact ranking, scam detection, and memory layer for learning from successful outreach.

Most feature-rich Discord bot: AI images, intelligent chat, and natural voice. automatic LLM API key rotation

Python SDK for the Carbonyl terminal browser. Persistent named sessions, daemon mode, realistic browser fingerprinting, screen-text inspection, and host-browser cookie import. Lightweight Selenium/Playwright alternative purpose-built for LLM agents and scraping that needs a real browser but not a real display.

Agent-interpretable data-science tools, evolved via autoresearch.

Your local long-term memory for AI agent interactions. Parse, classify, search, and visualize every interaction with Claude Code, Codex CLI, Claude Desktop, and ChatGPT.

A Codex skill that suggests subagent lineups before Codex starts. Spots tasks worth delegating, recommends a 1-4 role lineup, and waits for your approval.

EdgeTales - A Narrative Solo RPG Engine

Lightning-fast RAG for AI agents. ONNX-powered, 4-layer fusion, MCP server. No PyTorch.

Stop Claude Code from doing irreversible damage. Policy-gated execution + receipts so you can ship agents without sweating production.

| Maintenance Mode | OAK automatically captures the plans, decisions, and trade-offs that usually vanish. Intelligence powered memories, context injection, autonomous agents, and more.

🛡️ Zero-trust governance for AI agents. Intercept, approve, and audit LLM actions with one decorator. Fail-secure by default.

🕸️ Code knowledge graph for Claude Code & AI coding agents — index TypeScript, NestJS, React into Neo4j and query architecture in Cypher

MindForge is a Python library designed to provide sophisticated memory management capabilities for AI agents and models. It combines vector-based similarity search, concept graphs, and multi-level memory structures (short-term, long-term, user-specific, session-specific, and agent-specific) to enable more context-aware and adaptive AI responses.

Persistent memory for AI coding agents with outcome-based learning

[PETS'26] AudAgent: Automated Auditing of Privacy Policy Compliance in AI Agents

Lingua Universale -- a verification language for AI agent protocols. Like mypy for multi-agent communication. 3696 tests, zero deps.

A-MEM Agentic Memory System - MCP Server for IDE Integration (Cursor, VSCode) | Dual-Storage: ChromaDB + NetworkX DiGraph with explicit typed edges | Based on Zettelkasten

Conversational AI assistant for Good Health Clinic

基于LangGraph的多Agent架构全自动OA办公系统

CrewAI Agentic AI Framework Build smart, role-based AI teams with CrewAI!, Agents collaborate like real teams to solve complex tasks. from DevOps pipelines and secure auth flows to content creation and business automation. Easily customizable, extendable with tools, and fully powered by GPT-4 + Python 3.11.9.

All-in-one AI chat studio — 7 providers (Ollama, Claude, OpenAI, vLLM, Claude Code, Codex, Gemini CLI), RAG knowledge base, MCP tool integration, Mem0 shared memory, and 3-step pipeline. 100% local-capable. MIT licensed.

Multi-agent system for drafting and managing GitHub issues. Built with BeeAI Framework, integrated via GitHub MCP, and consumable through Agent Stack CLI & UI via A2A.

Fact-backed interactive fiction: open-ended AI storytelling with deterministic world truth.

Public skill pack for AI coding/automation/penetration-testing agents.

AI-Driven Full-Text Screening and Data Extraction for Systematic Reviews and Evidence Synthesis

RAG based LLM using Pathway and Dify for practicing consulting case studies

AI companions including generative AI such as chatbots, image generation, text generation, and audio generation.

AI-powered study assistant for personalized learning, exam revision, and concept mastery. Streamlit web app integrating Gemini 2.5 Flash API for instant explanations, PDF summarization, smart quiz generation, and automated answer evaluation—built for students and educators.

🤖 AI-powered assistant in exe inspired by J.A.R.V.I.S. from Iron-Man by Gemini / Assistente pessoal inspirado no J.A.R.V.I.S. do Homem de Ferro.

AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI to generate summaries and identify topics, and provides semantic search capabilities through vector embeddings

OpenAI-compatible HTTP API that acts as a gateway to the Agent Client Protocol (ACP)

ESG knowledge graph + RAG agent. Turn long-form sustainability disclosures into cited answers, extracted entities, and a reviewable graph of evidence.

工业知识智能问答系统

CLI converter from 1C .hbk help archives to Markdown vault with indexes and breadcrumbs

A training-free, retrieval-side memory framework for long-horizon LLM agents — high accuracy at an order-of-magnitude smaller context budget.

Python package that constructs a structured markdown knowledge base from external sources such as PDFs, websites, and GitHub repos with LLM summarization. Ideal for RAG, search-friendly LLM contexts (/llms.txt), and chatbots.

RAG Poisoning Lab — Educational AI Security Exercise

🐝 Distill personal semantics into verifiable AI skills and teachable assets.

12 practical projects to master AI agents from scratch. No frameworks, no magic — just Python and an LLM.

AI mobile automation starter repo for AIVane. Android REPL beta, Python client, skills, examples, and protocol docs for AI agents.

Automated Interpretability and Feature Discovery in Language Models with AI Agents

Residential proxy SDK for Python. 175M+ IPs across 195+ countries. pip install iploop

Natural language task management via WhatsApp/Slack → Notion, with automatic GBrain knowledge enrichment

AI agent skill for searching flights, tours & excursions with real prices and booking links. Works with Claude Code, Cursor, Gemini CLI, Copilot and 30+ AI agents.

Enterprise-Ready Bi-Temporal Knowledge Graph Platform

AI-powered news intelligence with 8 Vertex AI agents monitoring 50+ sources. Real-time executive dashboard, daily briefs, and smart alerts. Built on Firebase + A2A protocol.

a vision first broswer tool

Opinionated first-party agent skills, plugins, subagents, slash commands, and MCP servers for the Litestar framework ecosystem — publishable to Claude Code, Gemini CLI, Codex CLI, Cursor, OpenCode, and VS Code/Copilot from a single repo.

Towards Automating Data Access Permissions in AI Agents

An agentic system built on a "One Root, Five Wings" architecture, dedicated to combating the entropy production of infomation and forging a continuously self-evolving cognitive framework.

AI for Science harness for magnetism and spintronics research: literature, physics, simulation, fitting, figures, instruments, authoring, and provenance in one CLI.

Persistent memory and identity for AI agents. Free hosted API.

A PDF Question-Answering App built with RAG (Retrieval-Augmented Generation), allowing users to upload PDFs and ask context-based questions. Powered by Streamlit, LangChain, Ollama, and Chroma for efficient and accurate answers.

Multi-agent AI pipeline that transforms random noise into emergent research ideas through recursive critique and synthesis.

Local-first AI assistant — 9 specialized agents (code, web, debug, security…), 10M-token vector memory, multimodal (vision + local image generation), two-way voice (dictation + read-aloud), slash commands & codebase RAG, agentic VS Code extension, mobile relay via secure tunnel. 100% local with Ollama. Your data, your control.

龙门客栈 - 基于 OpenClaw 的多 Agent 协作管理系统，支持自定义角色、技能与工作流自动化。帮助企业快速搭建 AI 协作团队，提升运营效率。| Multi-Agent Collaboration System based on OpenClaw

Production-ready Claude Code skills for building AI agents with Pydantic AI. Includes dependency injection, tools, validators, streaming, multi-agent orchestration, and evaluation framework patterns.

Open-source CLI scanner for agentic AI components such as skills, MCP servers, system prompts

Open-source, multi-provider research automation with persistent experts, eval-based routing, and cost guardrails.

This repository contains hands-on labs demonstrating the capabilities of Amazon Bedrock AgentCore, a suite of services that enables you to deploy and operate highly effective AI agents securely at scale

Progressive file disclosure for agentic AI - explore files hierarchically with plugin-based analyzers

gemini cli hooks - adding voice on each hook

The sovereign knowledge engine for Nextcloud + Obsidian + the Web. "There is no trust without truth, and there is no assistant without trust."

A powerful Video RAG system that enables users to upload videos, automatically builds searchable indexes from transcripts, and answers questions using Google Gemini. Built with a focus on local processing and only free tools.

AI-powered document intelligence platform for research administration

幫企業在數分鐘內完成合約第一輪審閱：自動標出風險條款、修改建議與法條出處。RAG + 多工具 Agent，支援司法院法條查詢、知識庫問答與 Eval 驗證。

LAN-capable Minecraft MCP server built with Dedalus MCP and a Mineflayer bridge.

PropertyLoop Real Estate Assistant: An AI-powered chatbot with multi-agent architecture that helps landlords, property managers, and tenants with property issues, tenancy law, and maintenance through smart image analysis and regional-specific guidance.

👻 Multi-platform chat bridge for Kiro Cli — connect to Telegram, Lark/Feishu, Discord & Web via ACP protocol

A comprehensive 10-project curriculum for developers to learn agentic coding mindsets. Covers rapid UI generation, documentation, refactoring, security patching, and performance optimization using state-of-the-art AI coding assistants.

自然 ZIRAN is an open-source security testing framework for AI agents. It discovers dangerous tool chain compositions via knowledge graph analysis, detects execution-level side effects (not just text output), and runs multi-phase trust exploitation campaigns that model real attacker behaviour.

Memex — Memory Infrastructure for AI Agents.

Multi-platform AI assistant skills and workflows. Serious engineering. Also fun.

AI-powered network log analyzer with LLM-assisted root-cause analysis (Junos / EOS / FRR). Local Docker Model Runner or Anthropic Claude. Sanitize-before-LLM. 139 tests. MIT.

Open source AI infrastructure layer. Eight agents run on every request: security, caching, memory, hallucination detection, tamper-proof audit trail. One line of code. Your data never leaves your server.

Production-ready RAG chatbot that answers customer service questions from company documents. Built with FastAPI, FAISS, Voyage AI, and Groq — deployed on free-tier cloud infrastructure.

一键把 Markdown 按 Word 模板转换成可交付文档。适用于公文、周报、技术方案、论文等需要严格格式的场景。

ProjectBEA is a modular, autonomous AI VTuber engine. Features RAG memory, OBS integration, Discord voice calls, and an autonomous Minecraft agent. Built with Python/React, it supports swappable LLMs/TTS and a plugin-based skill system for easy extension.

AAAR (Auto- Abaqus-Agent-Research)

AI Agents Skills for Notte