Python agents

The best-benchmarked open-source AI memory system and the first AI memory built to forget.

Curated collection of agency-style profiles with bundled skills for Hermes Agent

Best dev DB for agents — a test database cloned straight from your production. No seeding, no dumps. Real-time Postgres replication of rows and schema, with copy-on-write clones and snapshots.

[EMNLP 2026] Agentic Visual Perception for Long-Document Understanding

Open-source, local-first control plane for multi-model AI coding agents in VS Code and MCP: task DAGs, source intelligence, durable context and evidence-based review.

🦙 chat-o-llama: A lightweight, modern web interface for AI conversations with support for both Ollama and llama.cpp backends. Features persistent conversation management, real-time backend switching, intelligent context compression, and a clean responsive UI.

Open-source AI-native engineering plugins for Claude Code — project context, code review, security audit, task clarification, and more

gradio region:us

Scaffold, run & deploy production LangChain agents — frontend and agent in one command. Built-in proxy, 3 chat UIs, zero CORS.

Deterministic control plane for Codex Agents with typed delegation, durable lifecycle receipts, and journaled writer isolation.

Ask and query your markdown notes using AI

HuntForge 铸猎 —— AI 攻防全链路自主解题 Agent（百度 Agent+ 挑战赛作品）：Claude Code 驾驶舱 + 三通道纪律调度 + 88 条离线 CVE 指纹库 + 33 本通用方法论手册 + 二进制/APK 逆向自动化（bin_triage·angr·jadx）+ 幂等提交与证据门禁

safetensors llama Arabic English LLM Decoder

gguf code qwen qwen-coder codeqwen text-generation

把学校规章、培养方案和公告变成能提问、可追溯到原始文件与页码的大学 RAG 知识库。

Build-time meta-prompting framework for LLM agents. Treats a prompt as an operator, not a key — designs, audits, and scores it across 7 shapes and 3 modes, and ships a verifier.

transformers safetensors llama text-generation arxiv:2406.04151 text-generation-inference

transformers gguf code codeqwen chat qwen

Local AI workbench for supervised VRChat avatar editing, with a bundled Unity integration, MCP 2.0 (2026-07-28), approvals, checkpoints, and rollback-oriented tools.

DeepSeek Harness 成年人(18+/adult)互动叙事 Skill：NPC 活人感（有记忆/立场/底线）、自带破甲与张力引擎、随机开局可预锁、时间推进、全维 YAML 存档。仅限虚构成年人。

面向控制理论科研的 AI Agent：论文检索 / 理论推导 / 仿真实验闭环，含工具调用、Docker 沙箱、上下文压缩与本地可观测性。

AtMem is agent Memory delivers fully local long-term auditable, proof-ready memory for AI Agents via a 4-tier progressive pipeline, with zero external API dependencies, it supports OpenClaw, install it via pip.

国内租房全能助手 · Agent Skill：一句白话提问，自动采集多平台公开口碑，生成带地图、可点回原帖的可视化报告——小区尽调/选址对比/找转租房源/租房咨询。An open-format agent skill for renting in China.

Codex vision bridge for DeepSeek V4 Flash: give text-only DeepSeek image capability in Codex. Local proxy turns pasted images and view_image into text via free GLM-4V-Flash or any OpenAI-compatible vision API. No GPU, no Ollama.

Themis · Фемида — multi-agent AI for Russian litigation on Claude Code: 13 lawyer-agents, practice hunters, a 5-jurist council, local-first OCR ($0), self-learning, and an Apple-grade cockpit where the lawyers argue a case live.

SNAFU. Agentic LLM flow to help you with "naming things" in source code.

Agentic RAG demo for public patent text (Streamlit + hybrid retrieval + verification)

A voice assistant that can recognize and respond to user’s voice commands using Porcupine, Whisper, pyttsx4, OpenAI GPT, and LangChain.

🌟 Mindstride is a RAG-based chat assistant designed to support mental health, personal growth, and self-improvement. This project leverages advanced AI technologies to provide a personalized and insightful experience, drawing from the wisdom of over 70 books on mental well-being, personal development, and self-discovery.

Audio enabled end-to-end RAG pipeline

pyWhat LLM version | Answer "What is it?" on the command line with the power of large language models

📝 Streamlit App : Weekly News Letter Crew AI Agents 🖋️

Platform to experiment with the AI Software Engineer. Terminal based. NOTE: Very different from

a startup but not simple agent demo using google adk.

An LLM-first AEO analysis skillset for Antigravity, Codex, Claude, Gemini, OpenCode, etc. with 6 specialized sub-skills, 6 specialist agents, and 5 optional utility scripts used as evidence collectors

These #LangChain-powered apps include a Research Assistant that generates reports using web scraping and GPT-4o-mini, and Chat With Video, a #Streamlit app that #transcribes videos and enables content-based Q&A via #embeddings.

Engage in dynamic conversations with PDFs to extract and comprehend information using locally hosted LLM variants of Ollama by integrating RAG.

M1 is a research project exploring large-scale music generation using diffusion transformers. This repository contains the implementation of our proposed architecture combining recent advances in diffusion models, transformer architectures, and music processing.

FastAPI Local RAG Q&A Demo

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

Production-grade RAG pipelines with evaluation baked in

It shows how to use an agent based on LangGraph with MCP.

McPortfolio: A Model Context Protocol server providing 9 specialized tools for LLM-driven portfolio optimization using natural language, covering mean-variance to machine learning approaches.

L'intelligence artificielle qui s'éveille à votre métier. Plateforme IA souveraine, hébergée en Europe, auditable. Conscience v4 per-user, 11 plugins, 8 providers LLM, BSL.

✨ AI Agent that uses tools and functions to autonomously complete multiple tasks.

Pyclaw, your own personal Python AI assistant.

Koro — voice-first AI agent that actually does things. Search, code, execute — all via Telegram voice.

Production-grade evaluation framework for Text-to-SQL and SQL AI agents. 50 metrics. Any LLM. pip install sqlas.

An intelligent AI-powered system designed to simulate, monitor, and analyze malicious interactions

an agent skill that gives AI assistants full control over macOS Mail.app

AI agentic setup. Backend-agnostic, RAG, tooling

HumanStudy-Bench: Community Edition — Standardized human study replays for AI agent evaluation

AI Code Mentor is a runtime environment designed for building applications with integrated autonomous AI agents.

A secure database access gateway for AI Agents: Empowering LLM (Agents) with database access capabilities.

A5:DB Document. Create DB Schema layout document for AI Agent.

🦞 OpenClaw Pool — multi-tenant AI agent platform on AWS EC2 Firecracker microVMs with per-tenant isolation, auto-scaling, and web management console.

AI cloud-cost investigator. Dual-model (Opus + Sonnet) reasoning over AWS / GCP billing exports with a 7-layer command validator. Paranoid mode by default — never touches your cloud unless you opt in. By MatrixGard.

Streamlit interface for the pandora_ai GPT4 python console package

🧠 Graph-powered memory for AI agents. NER + co-occurrence graph + Personalized PageRank. Zero LLM cost, CPU-only, 82% faster than vector search. Inspired by SPRIG (arXiv 2602.23372).

Agente de IA especializado em ajudar com pequenos reparos residenciais, construído com LangChain, FastAPI e modelos locais com Ollama

A LangChain tool that enables AI agents to browse safely using deep Web Page inspection. Web access is the #1 attack surface for autonomous AI agents.

精选 Claude Code , Open Code等Agent Skills 合集，覆盖 Agent/Skill 工程化、后端架构、事件驱动、CI/CD、前端设计、文档办公自动化与可视化创作

Your own personal AI interview assistant. Any OS. Any Platform.

This is a project aimed at creating an agent that perpetually thinks and develops itself. It can add entries into an SQLite database and change the structure of that databaase. It also has the ability to search the web when it needs to. It utilizes OpenAI function calling and the responses API. All that is needed to run it is an OpenAI API key.

Android Use Agent

Use a RAG Langchain agent that connects to your supermarket's inventory database and get information about product stocks and locations.

Google Gemini Agentic AI Vision for Wildlife Analytics

Get quick insights from your Data Sources in tables, charts and graphs with with AI-driven audits and optimize your SQL databases.

Chinese metaphysics MCP server — BaZi, Tong Shu, Feng Shui tools for AI agents

LLM powered chatbot of legal domain

A standard protocol that enables LLM applications to interact with EVM-compatible networks.

Test-driven harness engineering for Python agents: own the loop, capture failures, and gate every change.

🎶 Enhance audio quality with ComfyUI-AudioSR, a versatile tool for upscaling sounds to 48kHz for better clarity and listening experience.

FlexiAgent is a simple and easy-to-use framework for creating LLM agents. The agent supports structured output and includes built-in practical agents such as a text2sql agent, allowing for quick deployment in applications.

This project enables users to **generate SQL queries from natural language** using **LLM** of their choice while enforcing **Role-Based Access Control (RBAC)** and **Row-Level Security (RLS)**. It also includes **SQL injection detection** and **sensitive data logging** for compliance and security.

An intelligent multi-agent AI assistant powered by Gemini LLM using the ReAct pattern to orchestrate five specialized agents (crypto, stocks, portfolio, RAG, web search) through MCP. Features a LangGraph supervisor with streaming Gradio UI.

An intelligent learning assistant system providing personalized learning planning based on user profiles.

Your own AI agent. Local. Private. Autonomous. One command.

LLMFlow Search agent processes complex queries, deep searches, and synthesizes information from the web.

Using LLM agents to generate story books for language learners

A conversational AI agent for hassle-free restaurant table reservations on WhatsApp

AI coding agents should work in attempts, not your working tree

Agent development tool-kit

Smart AI career assistant - resume parsing, skill gap analysis, and personalized guidance for students and professionals.

Playing with SetFit approach for few-shot transfer for text classification

Lightning is an ultra-fast AI chatbot powered by Groq LPUs (Language Processing Units), offering one of the fastest inference speeds on the market as of April 2024. With its advanced natural language processing capabilities and lightning-fast response times, Lightning provides an unparalleled conversational experience.

Master GitHub with a Qwen AI app built on LangChain, Hugging Face & FAISS.

AI-powered knowledge base chatbot with RAG. Upload docs, ask questions, get accurate answers with sources. Supports OpenAI/local LLMs.

Personal Project that shows UI based demonstration of Google's State-of-the-Art Gemini Model capabilities

Travel Planner Crew AI Agents - Streamlit App

Voice-first personal knowledge assistant powered by RAG. Upload docs, ask via voice or text, get answers grounded in your own knowledge base.

Lightweight AI inference gateway - local model registry & parameter transformer (Python SDK) - with optional Envoy proxy processor and FastAPI registry server deployment options.

Chat based recommendation system to recommend homes

Siomi is a platform multi-agent AI to generate answers to our clients by messages, documents, graphics, report from big data and more

Cost-aware model routing for LangChain agents. Routes execution turns to a fast model, keeps the expensive model for planning and recovery.

Nicolay is a digital history experiment that uses artificial intelligence to explore the speeches of Abraham Lincoln.

Preventive context management for LangChain agents. Collapses consecutive tool-call groups before they fill the context window.