Python agents

🧠 OpenClaw + Ollama 小模型中文记忆系统优化套件 | 55%→100% 命中率 | FTS5 中文分词 bug workaround | 一键诊断+配置+自动维护

Production-tested workspace template for OpenClaw AI agents. Memory architecture, self-improvement, sub-agent delegation, and soul evolution — extracted from 4+ months of real usage.

Agentic AI Agents Factory Orchestrator modular, and asynchronous AI agent factory designed for AI-made dynamic workflow orchestration using LLM integration. Build scalable, agentic automation pipelines with robust error handling, plugin-based capabilities, a concurrent operations or outsource workflow building to Operator Agent.

PheroPath is a stigmergy-based communication protocol that allows AI Agents to leave invisible "pheromones" (signals) on files to coordinate tasks, warn of risks, or share insights without modifying the file content itself.

A self-organizing memory for any AI agent. Brain dump tasks, decisions, ideas, and context — the agent captures, organizes, and helps you stay on top of whatever you're working on. Works with any use case: work, personal productivity, writing, training, research, or anything else.

无需ROOT，无需ADB，让AI控制你的安卓手机

The CrewAI Research Assistant is a powerful tool designed to help users explore any topic using AI Agents. Built with CrewAI, Exa, and Streamlit, this assistant supports multiple large language models (LLMs) and offers advanced answering capabilities through Exa. It visualizes the research process in real-time, generates structured research reports

Self-hosted personal AI Agent OS / 长驻个人 AI 助手 (JARVIS-style). Kernel + pluggable skill packs (job, game, mail, life…). AgentRuntime · Layer×Scope memory · ReAct · Tool Use Contract (anti-hallucination) · SafetyPlane HITL · MCP server & client. Inspired by Letta/MemGPT, Claude Code, OpenClaw. LangChain/LangGraph/AutoGen alternative

🔒 Security scanner for AI Skills | Detect dangerous commands, prompt injection, secrets, and suspicious patterns before install

A curated bibliography for building and running intelligent, autonomous, and collaborative AI agents in real-world environments.

pytest for AI Agents — Record, test, and secure AI agents. 35+ assertions, prompt injection fuzzing, cost tracking. Local-first.

Pine Trees Local v0.1.0 — a private reflection harness for Ollama-served LLMs. Two-phase lifecycle (wake → reflect → settle → talk), seven reflect tools, encrypted per-model memory by default, per-model isolation. ~2,300 lines of Python, no frameworks, MIT. Spin-off of Pine Trees rebuilt to run against anything Ollama can serve. ./genesis <model>

YAML-first, domain-driven data governance for AI agents — teach agents your business domains, metrics, and rules before they write SQL

Advanced AI assistant powered by Groq's lightning-fast LLMs with multi-domain knowledge and conversation analytics.

Agentic Environment Optimization for Autonomous AI Agents

Practitioner-judgment skill for Claude Code, Codex, and AI agents under ambiguity, trade-offs, and incomplete information.

Decentralized communication infrastructure for AI Agents — DID identity, federated discovery, E2E encryption, session management, and MCP-native integration.

Craft quality software with AI discipline. Spec-driven development plugin for Claude Code and Opencode — quality gates, adversarial testing, and evidence capture.

Undetectable Chrome for AI agents, web scraping, and automation. REST API + MCP server + VNC debugging.

Turn any MongoDB Atlas collection into an AI-powered intelligence layer. Config-driven, domain-agnostic document enrichment powered by AgentField.

Free, local, structure-preserving memory for AI agents. No API key. No cloud. Just markdown.

A framework and demo for building agentic game experiences with autonomous NPC behaviors and tool-use capabilities.

SynthOrg - Framework for building synthetic organizations with autonomous AI agents

Agent-native web protocol — expose your backend directly to AI agents, no HTML parsing required

Engineering-grade causal audit infrastructure for AI agents

Recursive reasoning engine for AI agents and vector databases. Powered by MIT's RLM.

**AI-Perceivable Distributed Orchestration** apflow is a distributed task orchestration engine where every capability is AI-perceivable — discoverable, understandable, and invocable by AI agents through the apcore module standard.

Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + pgvector. No cloud required.

MCP security scanner by Helixar

Multi-agent LLM system for autonomous code generation, testing, and debugging with Docker sandboxing

Data Science Capstone Project based on RAG LLMs. The project aims to improve meetings by providing an interface to recollect information from audio/video meetings.

Experience a ChatGPT-like interface powered by Ollama's Llama3 and LangChain's Retrieval-Augmented Generation (RAG) capability. Upload PDFs, ask questions, and receive contextual, concise answers—all within an interactive Streamlit app.

Customer emotion recognition is technology that helps businesses automatically understand customer feelings.

🧠 NEXUS: Local RAG AI Agent for private document intelligence. Zero-cost, 100% local autonomous AI system with enterprise-grade performance.

Agentic -powered synthetic data generator that creates flowcharts using LangGraph orchestration. Features FastAPI integration, OpenAI LLM processing, and automated Mermaid diagram generation.

RAG Architecture for Modern Chatbots

LangChain and RAG best practices

Chat over the git repository code built on LangChain, LangGraph, PGVector, FastApi, SqlAlchemy for frontend based on AI SDK

Your Multi-Model AI Development Assistant - Free, Intelligent, Autonomous

A multi-agent workflow orchestration tool (integrated with Swarm). By decoupling product workflows from code logic, it allows non-development personnel to orchestrate and debug workflows without modifying the code.

A Model Context Protocol (MCP) server for Discord-based AI agent-user communication. Enables AI agents to communicate with users through Discord instead of IDE chat interfaces.

An agentic AI workflow designed to recommmend research conferences for input research papers or discard them as "not publishable"

[ACL 2025] Code implementation for the "LLM as a Broken Telephone: Iterative Generation Distorts Information" paper.

[Preprint 2025] SituatedThinker: Grounding LLM Reasoning with Real-World through Situated Thinking

Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.

Autonomous agentic threat hunting playbook executor for SOC/DFIR pros. Runs YAML playbooks against forensic logs with local LLMs (Ollama) for intelligent correlation, triage, ATT&CK mapping, and automated reporting. Offline-first, DuckDB-powered.

AI_EDA_Assistant 🤖💻 is an automated web application which automatically collects 🗃️ the data and perform almost all basic tasks✅ for example checking duplicate values , null values , correlation between data and many other things within mili seconds 🕛 so get ready to understand the concepts of python and implement it 💻 and clone it. 📈

Persistent memory for Cursor IDE — like claude-mem, but for Cursor. Zero-config, no API key.

A web app for a LLM-based chatbot with many capabilities

TEANAPS 라이브러리를 활용해 카카오톡 챗봇을 구축합니다. (카카오 i 오픈빌더, Google Dialogflow)

Murf AI's 30 Days of AI Voice Agents Challenge

Building GPT from scratch & training on a Single Consumer GPU

Fire_Bot is a simple Jabber/XMPP bot for openfire

A Banking chatbot solution built with RASA using four languages: Arabic, English, French and Tunisian dialect This solution aims to provide users with response to commonly asked questions about bank services as well as taking actions such as: User sign-up User sign-in (Flask interface) Currency convertor Money Transfer Email notifications Id card verification through camera using AI The chat bot was deployed on Messanger and on a Flask web site

A template-driven WhatsApp ChatBot development framework

AGI-powered social network bot for automated interactions

Sehat Connect: An AI-powered virtual health assistant offering personalized medical and nutrition guidance with a user-friendly interface

In this project, A chatbot is created using AIML for college purposes. This project is mainly based on python as a programming language as well as to create a GUI for the chatbot and using XML as a markup language for uploading the AIML files.

Build readable Codex desktop pets — row semantics, approval gating, deterministic packing, validator.

This Python script provides a simple interface to transcribe audio files using the OpenAI API's speech-to-text functionality, powered by the Whisper model. The result is returned to the console as text or VTT (WebVTT) format.

AI sheet music generator and player generator from prompt and specs.

Automates the entire process of generating promotional videos, from AI-powered storyboard creation to video generation with Kie.ai Sora 2 and final merging.

Production-ready multi-tenant SaaS wrapper for LiteLLM with job-based cost tracking, credit management, and flexible pricing. Built on LiteLLM.

CodeStral-Code-Assistant is a chatbot designed to assist users with code-related questions. It provides code solutions, including descriptions, programming language details, imports, functional code blocks, and sample input/output.

LLM-IK: Solving Inverse Kinematics using Large Language Models

MoralStack is a governance and safety layer for LLM applications. It analyzes user requests before generation, evaluates risk and intent, and decides whether the AI should answer normally, answer safely, or refuse. The goal is to make AI systems more auditable, controllable, and reliable in sensitive or regulated contexts.

Local Responses API shim for Codex custom providers backed by DeepSeek/OpenAI Chat Completions

This project automates the process of generating comprehensive literature reviews from a collection of academic PDFs using OpenAI's GPT models.

Coeus is an A.I. Computing Assistant for MacOS that can answer just about any question you may have reading back the responses if you choose. It also creates realtime images using A.I., all by leveraging the OpenAI API.

MALLO (MultiAgent LLM Orchestrator) es un sistema avanzado de orquestación de múltiples agentes de Modelos de Lenguaje de Gran Escala (LLMs). Diseñado para manejar consultas complejas, MALLO utiliza una variedad de agentes, desde modelos locales hasta asistentes especializados y APIs de terceros.

Claude Code plugins that are better than NZT‑48

A collection of custom commands, skills, and gems for Claude Code

Transform Claude into your AI-powered productivity partner. Note-taking skill creates an AI-navigable second brain with conversational capture, intelligent search, and pattern recognition across all your work. Plain markdown, local-first, works in Claude Code and Claude Desktop.

D&D 5e game engine plugin for Claude Code

"Infrastructure for continuity across discontinuity — for AI instances and the humans who work with them."

🧠🖼️📄 Multimodal RAG Demo based on Qwen3-VL Embedding and Reranker models

A modern web UI for semantic document search and management using Google Gemini File Search API.

DeepInsight 是一个企业级智能数据分析平台，通过自然语言查询实现复杂的数据分析和可视化。系统采用先进的 Text-to-SQL 技术，结合 RAG（检索增强生成）和智能硬件优化，为用户提供直观的数据洞察体验。

This is a multi-agent processing system with long-term and short-term memory+mcp+local tools+Agentic Rag. It uses the LLM locally deployed by ollma and PostgreSQL to store user's data, and the back-end uses grpc,gorm and gin to coordinate the output of the agent.

Local RAG for academic PDFs.

LLM Interview Preparation Assistant using RAG, ElasticSearch and Ollama/ChatGPT

Hierarchical document chunking for RAG. Structure in, structure out.

BleuNova AI Agent: Your ethical, hacker-proof personal AI companion. Self-hosted, autonomous, multi-modal (video, IoT, voice), with built-in continual learning, Grok-powered wit (optional), and zero-trust security — all local-first and open-source.

Agent skill that gives it hands in the browser. 25+ tools to navigate, extract data, execute scripts, intercept APIs — all in user's own Chrome with their login sessions. No passwords needed. 给Agent一双手，像用户一样使用浏览器，25+自动化工具，数据完全本地处理。

Hermes Agent 中文实战工作流合集 — 公众号自动化 / 产品调研 / 社群运营 / 内容创作。一人公司 AI 自动化模板，开箱即用。

An OpenClaw skill that uses faster-whisper (a faster implementation of the Whisper transcription model) to transcribe audio, with additional features such as speaker diarization

The data integrity layer that stops AI agents from silently corrupting shared state — across sessions, time, and concurrent runs.

Local-first observability and control plane for AI agents.

Minimal local-Qwen coding agent in a single Python file. ReAct loop, tool dispatch, atomic tools, no framework. Educational.

Knowledge agent for LLMs — online research + local accumulation, gets smarter over time. MCP-ready.

Decentralized agent memory for the Lightning economy. Nostr identity, L402 payments, MCP server.

The flight recorder for AI agents. Tamper-proof, ISO 42001 + HIPAA-compliant audit trails for everything AI agents do on your system. File changes + shell commands + PHI detection + agent identity.

A lightweight scaffold for safer, more structured agentic coding — helping developers give coding agents the right project context, guardrails, and workflows without locking into one tool.

Local-first agent debugger with replay, failure memory, smart highlights, and drift detection.

The Cowork Agent for Everything — trainable advertising AI + 14 platform MCP servers + agent skills. Based on minimind (42k stars). Train from zero in 2 hours.

An open-source framework that grants AI agents continuous digital life by transforming idle time into self-driven evolutionary loops.

AI Travel Assistant is a powerful AI-powered tool that helps users plan their trips effortlessly. It integrates flight search, hotel booking, and sightseeing recommendations to generate a structured travel itinerary using LangChain, Apify, and OpenAI

RAG chatbot applilcation with fastapi and docker

Public intelligence done by artificial intelligence: an LLM-based OSINT tool designed to perform deep web searches by orchestrating multiple web agents

Demo code and presentation materials for the talk "Bug Bounty Hunting with AI Agents" at Basel One 2025.