Python agents

A personalized research intelligence platform that helps researchers discover, organize, and interact with academic papers & repositories. Features AI-powered chat (RAG), semantic search, document management, and automated trend analysis from 11+ sources.

Semantic Chunking is a Python library for segmenting text into meaningful chunks using embeddings from Sentence Transformers.

Advanced NLP system with multilingual sentiment analysis and retrieval-augmented question answering. Built with PyTorch, Transformers, FAISS, and FastAPI.

Offline Survival AI & Knowledge Base. Run air-gapped LLMs (Ollama) connected to Wikipedia, iFixit, and StackOverflow via Kiwix. A complete digital prepper system for rebuilding civilization without internet.

Production-ready RAG movie recommender with multi-agent architecture, OpenAI embeddings, and conversational web UI. Ask naturally about movies - get intelligent recommendations instantly!

A comprehensive, containerized Second Brain Database built with FastAPI, MongoDB, and Redis. Features advanced RAG, family management, and micro-frontend architecture.

Ontbo: Cognitive Context API for LLMs - retrieve only relevant facts → fewer hallucinations, lower latency & cost.

🕷️ Open-source web crawling toolkit — Video, OCR, NLP, Stealth, 10+ parsers

Advanced CVE Retrieval and Analysis using LLMs

Cutting-edge tool designed to intelligently segment text documents into optimally-sized chunks

Local RAG Chatbot with Ollama on Mac

AI-powered agent that lets you query and analyze your database using natural language

Arabic Chat with PDF is a user-friendly application that lets you interact with Arabic PDF documents. Powered by advanced language models, OCR, and vector search, it allows you to upload PDFs, ask questions, and receive accurate Arabic responses 🚀

Reward-Model Search (RMSearch) toolkit that scores 'keys' (documents, agents, tools, steps) from 'queries' (questions, context) with graph acceleration.

Enterprise Knowledge Base Platform (RAG + ACL + Evaluation + Kafka pipeline) Website

A package for building RAG chatbot applications for educational contexts.

Advanced generation of summaries for repositories. Designed for integration and ingestion by LLMs

本项目是一个复杂的LLMOps平台开发，通过本项目，你可以全流程打造你自己的 AI 原生应用开发平台，欢迎提issue，参与讨论与贡献。

PaperBanana-AIMSLab是一个面向科研写作场景的AI学术配图助手，基于开源项目PaperBanana优化而来。它可以根据论文方法章节、图注或图表意图自动生成高质量学术配图，并支持多 Agent 规划、风格优化、图像生成、评审迭代和图片精修。项目针对国内使用环境增强了多 API 通道自动切换能力，支持 AIPAIBOX、Google Gemini、OpenAI 与兼容网关，并新增gpt-image-2图像生成与image-to-image精修支持。

A simple and efficient AI Agent assistant

Turn “keep me updated” into long-running topic tracking and daily briefings for AI agents.

双色球预测分析 Agent Skill，融合概率统计、物理学、易经玄学三维度分析，支持 Claude Code / Cursor / Windsurf / Codex CLI

微信 ClawBot 直连 Claude Code | 支持文字/语音/图片 | 持久记忆 · 定时任务 · 多Agent | 无需 OpenClaw | ~2000行Python

Bridge DeepSeek TUI to Feishu/WeChat/QQ via cc-connect ACP | 手机写代码

Bio-inspired cognitive architecture for LLM agents providing embodied sensation, homeostatic drives, and brain-modeled persistent memory enable cross-session and cross-context learning without fine-tuning. Works with robots like the Reachy Mini or headless.

Runtime control of LLM agent behaviors through activation steering vectors. More calibrated than prompting.

AI-powered tool that transforms complex research papers into clear, customized explanations. Uses LLMs (GPT-4, Claude, Gemini) to provide adaptive insights from high school to expert levels. Built with Python, Streamlit, and LangChain. Ideal for students, researchers, and lifelong learners. 🌟 Star us for updates! 🤝 Contributions welcome!

本地中文小说创作 Agent (LangChain 1.0 + LangGraph)

LLMOps API 是一个基于 Flask 的 API 服务，用于构建、管理和部署基于大语言模型的智能体应用。该项目集成了 LangGraph 和 LangChain，提供了一套完整的工具链，用于创建具有状态、多角色的智能体应用程序。

An AI-powered travel planning application that uses Gemini LLM and CrewAI to automate trip planning with multiple specialized AI agents. This project demonstrates agentic AI collaboration to search flights, find hotels, and generate personalized travel itineraries.

Decision version control for team vibe coding. Track business decisions, detect conflicts, and sync context across Cursor & Claude Code. Pure Git, zero infrastructure.

GraphRAG + 4-agent LLM council for biomedical research. Find contradictions, validate hypotheses, and get confidence-scored answers, cited to real papers. Built on Neo4j, LangGraph, Groq & OpenRouter.

Deep Research pattern for root cause analysis using Amazon Bedrock and LangGraph with human-in-the-loop

Ultra-light multi agent orchestrator, anywhere you work

【2025 Soul AI Agent Competition —— 3rd Prize】A multi-agent social simulation engine that turns static text — novels, lore documents — into interactive, co-creatable living worlds with an Orchestrator-Performer architecture.

An interactive, agentic data analysis application that leverages advanced LLM reasoning to help users explore, visualize, and understand their data.

Agentic AI assistant for proactive AWS Health Event management and impact analysis

Autonomous coding agent with web research (Recon), adversarial plan debate, 5-tier cognitive memory, multi-model routing (Gemini + DeepSeek + Ollama), 24/7 loops, and $0 local mode. Apache 2.0.

AEE governance toolkit for AI-assisted development with full cross-platform CI support — session preflight gates, multi-agent dispatch, requirements↔test traceability, ESDB persistence, MCP server, and skills for Warp, Cursor, Claude Code, Copilot, Windsurf, and Aider. Now with 52+ model profiles and comprehensive skill catalog.

Safely run cloud security testing with Claude Code / Desktop

AI-powered credit assessment for Indian MSMEs using OCR, WhatsApp analysis, and 7 specialized agents. Processes informal documents into bank-grade credit reports in 90 seconds.

Live Memory MCP Server — Shared working memory for collaborative AI agents (Memory Bank as a Service)

Jarvis AI Voice & Text Assistant – A Python-based desktop AI assistant with voice commands, text chat, translation, news, music, image generation & modern Tkinter UI.

Open-source AI VTuber for Twitch streaming with smart home integration, TTS/STT, and autonomous capabilities. The transparent alternative to closed-source AI assistants.

MCP, but without the MCP. Uninstall your MCPs and let Claude call the APIs directly.

Reusable agents, commands, and permission templates for Claude Code

Cortex — an operating system for Claude Code. Persistent memory, specialized agents, smart skills, enforcement hooks.

Benchmark harness for A/B testing Claude Code plugins against OOLONG long-context reasoning tasks. Compare truncation vs RLM-RS recursive chunking strategies. Features Claude Code hooks integration, SQLite persistence, and comprehensive scoring aligned with the OOLONG paper methodology.

Autonomous AI agent for incident response — triage, RCA, remediation, post-mortem, with human approval

AI gaming companion — screen capture from a separate device, Claude vision analysis

CLI that helps with docs splitting, embedding and exposing them in a seamless manner

Series of articles about building agents in LangGraph

A production-grade Python SDK for the Lemonade LLM backend. Featuring auto-discovery, port scanning, and a low-overhead client architecture. Powering the Sorana AI workspace.

Intelligent AIOps platform with multi-agent architecture, knowledge graph, and time series prediction

PaperDoctor 是一个用于科研论文审阅与修改的 AI Agent。

Shared memory and identity for your AI agents — Git-native, self-hosted, no vendor lock-in

A self-hosted Flask AI assistant with RAG, vision, multi-tool execution, and canvas document editing. Full workflow automation in one open-source platform.

Long Long Run (LLR) is a plug-and-play Codex skill for serious long-running agent tasks: an agent-first harness runtime with INC intent-noise cancellation, ACTIVE durable mainlines, side-thread tolerance, and Codex hook-enforced stop guards.

awesome list of agent-ready CLI tools with categories, risks, effects, and guardrails.😎

Welcome to AI Resources! 🎉 This repository is your ultimate toolkit of evolving instruction sets for a cutting-edge AI system designed to revolutionize code and content transformation. Perfect for developers, writers, and creators.

The coffee break for programmers using AI coding agents. 30 seconds to post a vibe, scroll a random feed of devs stuck on the same bugs, react with emoji, get back to work. Powered by GitHub Issues. No server, no signup.

Take your ChatGPT chats with you. A local-first AI companion with chat import, semantic memory, agentic skills, and full autonomy.

AI agent security and governance platform for the full lifecycle. Scan before you ship. Govern and block at runtime. No Azure required.

1st Place Winner (General Judge) - Datadog Self-Improving Agents Hack. Two identical AI agents play Split or Steal. No pre-programmed betrayal. They discover deception on their own. Built with @evancorrea.

Manage your work across multiple agents

GenAI AWS Solution Architect Agent

Open legal intelligence for Mexico. 30,000+ laws across federal, state, and municipal sources · 3.5M+ searchable articles · trilingual UI (Spanish · English · Classical Nahuatl) · first-party RAG chat · OpenAPI + SDKs · built so citizens, accountants, lawyers, and AI agents can navigate Mexican law as code.

Clippy resurrected as an AI front end. 📃📎👀

A simple web tool to test any OpenAI compatible API

A Python library for generating high-quality question-answer pairs from PDF, DOCX, MD, and TXT files

Open-source AI + data cost intelligence — 18 connectors (Claude, GPT, Gemini, dbt, warehouses, BI, cloud, CI/CD), cache-tier visibility, anomaly detection, MIT licensed

AI-powered marketing automation platform for Google, Meta, and TikTok Ads. Features multi-platform campaign management, AI ad copy generation, analytics dashboard, automation rules, and Stripe billing.

An eval harness and report on some of the latest LLMs that can be run locally

An open foundational toolkit providing essential components for building AI agents with minimal dependencies for local (non-HTTP/API) actions

n8n workflow that pipes Wazuh SIEM alerts through Claude Haiku for AI triage. ~$0.001 per alert. Slack output with risk assessment + investigation commands.

Welcome to the LinkedIn Automate Comment project! 🚀🤖 This tool combines web scraping, sentiment analysis, and natural language processing 🧠✨ to automate meaningful LinkedIn interactions by generating and posting thoughtful comments 💬💡. Boost your engagement effortlessly! 🚀🔥

GraphMinds: A Python project exploring graph-based algorithms and AI models.

Implementation of the book "Essential GraphRAG MEAP V04"

AI-powered technical interview preparation platform with real-time voice conversations, live code execution sandbox, and comprehensive feedback. Built with LangGraph, LiveKit, FastAPI, and Next.js to simulate realistic interview scenarios with resume-tailored questions.

Security scanner for AI agent skills and MCP tool bundles — prompt injection, IOC matching, malware detection, ML classifier

Innovator — A General AI Agent Framework for Animation, Film & Game Creation!

Deep research (CLI and agent skill) via the Gemini Interactions API. Automatic RAG grounding from local files (optional), cost estimation (--dry-run), adaptive polling, structured output, and agent onboarding. No Gemini CLI dependency. Universal AI agent skill for Claude Code, Amp, Codex, Clawdbot, and 30+ agents.

An MCP server that exposes OmniFocus to AI agents via the Model Context Protocol (MCP).

Open-source AI DJ co-host. Listens, watches, talks back.

AI-powered personal recommendation engine that learns preferences through pairwise comparison

Colombian SME Agent: LangChain+Flask chatbot that scrapes DIAN, MinCIT & CCB pages, chunks and embeds text into ChromaDB, then filters by similarity to deliver structured financial, tax, and growth recommendations.

Apple MLX LM backend for the Agent Framework.

Nemotron-3-Super-120B Cogni-Brain on DGX Spark: 131K context, ~24 tok/s, 93/100 Tool-Eval, hardened agent stack.

Policy-as-code enforcement and observability for MCP tool calls. Wraps AI agent sessions with cryptographic integrity checks, argument-level CEL policies, and a full audit trail.

GraWiki is an open source Python project for graph-backed knowledge extraction, retrieval, and agent memory. It combines two closely related ideas: GraphRAG-style ingestion and retrieval over extracted entities and relationships. Andrej Karpathy's "LLM Wiki" style memory, where prior agent work is stored as durable graph state instead

Runs agentic coding assistants in Docker containers

Your morning briefed in 30 seconds. Calendar, email, Slack, and action items in one digest.

MCP Server for AnyLogic Cloud simulation platform integration with AI assistants

AI SMS Auto-Responder for Android. Turn your Android device into an autonomous AI communication hub. A Python-based SMS auto-responder running natively on Termux, powered by LLMs (OpenRouter/Ollama) with a sleek Web & Terminal UI.

Compress verbose LLM rules while retaining self-contained meaning and intent.

Autonomous task orchestration system that keeps Claude working until a goal is achieved

Privacy first toolkit for analyzing your ChatGPT and Claude exports. Model tracking, prompt effectiveness analysis, cost efficiency metrics (POD/DLOD/POE), topic classification, and industry benchmarks. 49 tests. pip installable. Everything runs locally.

Reverie Core is an agentic cognition layer for the Hermes ecosystem (memory plugin)