Python agents

Local insurance-clause RAG agent: hybrid retrieve (BGE+BM25), cited answers, honest refuse. Not regulated advice. | 本地保险条款 RAG：混合检索、带引用回答、诚实拒答

A Script-Driven AI Game Master (Keeper) that manages long-context interactive storytelling for narrative role-playing games.

Local AI assistant for the Axelera Voyager SDK and Metis AIPU — semantic RAG over the public Axelera sources + workflow skills, via MCP. No account, no cloud.

面向企业用户的本地优先 AI 工作台：本地文件内容生成 + 工作自动留痕提炼 + 飞书文档治理，共享本地索引与 AI Agent，数据留本机、写回需确认。Local-first AI workspace for enterprise users.

Multi-agent control plane for cross-border e-commerce: LangChain + Claude ReAct workflows, RAG, and ERP/CRM-style tool integration. 跨境电商多 Agent 调度中枢：LangChain + Claude + RAG + ERP/CRM 工具集成。

Local-first AI context engine combining a structural Atlas, verified Archive, episodic Animus memory, CLI, MCP, and focused context routing.

Amazon 跨境电商运营助手 - AI 驱动的运营分析平台

Trading agent that learns from his mistakes

An open-source AI pipeline that transforms books and documents into production-ready Hermes Skills.

Cost-aware multi-model orchestration for Codex CLI: route hard work to strong agents, replay proven paths with cheaper agents, and track cost, memory, and project evolution.

多 Agent 对抗式投研助手：多空各持一方举证、第三方裁决 | 自用工具，不声称盈利、不构成投资建议 | Multi-Agent stock analysis with Bull/Bear debate (Claude + DeepSeek)

强模型规划+弱模型执行+程序验证的编程任务调度系统。强模型只动嘴，弱模型干脏活，token 省约 60%。

Kohaku-XinYu: 基于 KohakuTerrarium 的长期运行型个人 AI 伴随系统，支持记忆、学习、原生 QQ gateway 与受控主动性。

面向大学课程的证据驱动学习 Agent：连接预习、复习、错因修复、迁移验证与考前组卷，依据学习证据动态安排下一步。

Evidence-first workflow protocol for vehicle diagnostic AI agents.

Agent-first OpenCLI skill with practical scenarios, desktop adapters, Chinese platform workflows, and troubleshooting guidance.

AI research workbench for observational cosmology that provably refuses to fabricate — every number traces to a registered dataset, or it abstains.

多模态 RAG 智能体：MCP 协议 + GraphRAG + Cross-Encoder 精排 + 多 Agent 编排 + RAGAS 评估

Custom AWS Transform agent that migrates PyTorch/Triton kernels to AWS Trainium NKI (@nki.jit) and compiles, numerically verifies, and profiles every candidate on a real Trainium device before opening a PR.

Self-improving SC2 Protoss bot: rule-based + PPO + Claude advisor, with autonomous code-level self-improvement loop.

AI 코딩 비서(Claude·Codex·Gemini)가 확인도 안 하고 '다 됐어요' 하는 걸 자동으로 막아주는 품질 안전장치 — 비개발자·바이브코더를 위한 한국어 우선 하네스.

Reversibility-aware safety signals for LLM tool-use agents | estimating action recoverability before irreversible operations: (delete/send/pay/commit) when rollback is unavailable.

A runtime-native AI intelligence platform for portfolio analysis

A Python Telegram bot heavily run on Python that summarizes conversations within seconds using advanced LLM processing.

Dual-Gate-MoA: harness-enforced dual gates for LLM agents (recon before acting, QA before shipping) + MoA multi-candidate competition. Ships as a self-contained replication PRD.

A multi-agent system for sports match value analysis: an independent Elo power model vs. market odds detects mispriced outcomes (positive-EV value), with red/blue risk-control debate, backtesting, and multimodal input.

AI Data Analyst Agent , asisten cerdas berbasis Groq (Llama-3) & LangChain untuk eksplorasi, visualisasi otomatis, dan pembersihan dataset (CSV) langsung dari chat

Governed AI agents for education — 8 reference workflows on Amazon Bedrock with deny-by-default authorization, student-PII masking, human-in-the-loop enforcement, and tamper-evident audit trail aligned to FERPA, COPPA, IDEA/504, and ADA Title II. Built for K-12, community colleges, and universities.

This project focuses on developing a real-time, intelligent healthcare assistant powered by Agentic RAG (Retrieval-Augmented Generation) and the LangChain framework. Designed to provide multimodal support—text, image, and document-based inputs—it aims to assist medical personnel and individuals in remote areas.

Convert natural language into SQL queries using Large Language Models (LLMs), schema-aware prompting, and database validation.

RAG-Based Document Retrieval and Question Answering System

This AI system orchestrates multiple AI agents working together in a structured pipeline to generate comprehensive research reports on any topic.

Seamless LLM Lineage for DataHub with LangChain and LangSmith

🧠 Build a RAG-driven chatbot to answer user questions using real-world knowledge from documents, focused on mental health and social policy in Indonesia.

Find where agent-controlled intent reaches consequential actions without an authority check. Python + TypeScript + Go. Zero-dependency SAST for AI agents.

Generate code and tests automatically using LangChain, Groq, and Gemini LLMs — all from a single CLI command.

Agentic CLI tool for investigating bugs using code and logs.

Run commands on network device with LLM using netmiko

LLM Sentinel Red Teaming Platform is an enterprise-grade framework for automated security testing of Large Language Models, detecting vulnerabilities such as jailbreaks, prompt injection, and system prompt leakage across multiple providers, with structured attack orchestration, risk scoring, and security reporting to harden models before production

This repository contains code examples of langchain

Trilith v0.1 beta — context engineering for agents (budgeted memory, 3 tiers, audit trail). Core is Python; use via REST or adapters (LangGraph / OpenAI Agents / Claude / TS). Needs trilith serve locally. No API key for Trilith itself. Not prod-hardened. Clone → pip install -e ".[server]" → try docs/adapters.md → open issues.

Autonomous Multi-Agent Environmental Command & Spatial Attribution Engine for 277 Municipal Corporations across India. Features real-time CAAQMS IoT streams, ESA Sentinel-5P satellite plume overlays, ML forecasting models, and automated compliance dispatch notices.

Neutral control plane for coding-agent fleets: claims, roles, mailbox reliability, receipts, audit, federation, dead-letter visibility, sandbox receipts, and cross-agent coordination. This is still pre-1.0.0 - Software works however you might need help from your local agents to set it up.

A deterministic, budget-aware control plane for Codex custom agents and Skills.

Automatic risk-based task routing and multi-agent orchestration for Codex using Sol, Terra, and Luna.

Competition-oriented brain + multi-worker penetration runtime built with LangGraph and OpenCode

AI-powered Board of Directors for multi-perspective strategic decisions. 10 director archetypes (Musk, Altman, Hassabis, Li, Nadella, Huang, Pichai, Hoffman, Ng, Jobs) + 7 shared methodology skills.

A股热门板块多智能体量化分析系统 | 基于FinGenius架构 | ETF50+60只个股扫描 | AkShare数据源免费

Evidence-based adaptive scaling and governance for homogeneous Codex agents.

Production-ready skills for Claude Code and multi-agent systems

Multi-agent HVAC operations co-pilot (dispatch, inventory, AR, risk). Phase 1 Streamlit demo with synthetic fallback + optional Mongo. Human-in-the-loop.

Jupyter notebooks, made agent-ready. 8+ formats · MCP server · async execution · token budgeting.

Own Your Diff is a local human review gate for AI-assisted code changes. It generates grounded multiple choice questions before agents can push or open pull requests.

A full Google Cloud delivery team for your coding agent — vendor-objective solution designer, GCP + agentic architects, security, SRE, and QA — wired into a design-first, security-first delivery gate. Installable on Claude Code, Antigravity, Codex, and Kimi.

Fail-closed authorization gateway for agentic RAG — capability-label pushdown, deny-aware barriers, per-turn agent-context revalidation.

DataClawEval: A Benchmark for Engineering Data Agents in Real Industrial Harness

Codex-native operating layer for repeatable AI workflows with AGENTS autoload, project-isolated memory, plugin skills, and a thin ro CLI for terminal + VS Code chat.

The open standard for AI agent integrity. Evaluate, enforce, and prove that autonomous agents are adversarially coherent, environmentally portable, and verifiably assured.

Production-grade Agentic AI platform on Kubernetes — KEDA autoscaling, Kyverno governance, token budgets, OTel observability. Demo for CNCF Meetup talk "Agentic AI Without Chaos"

FastMCP 3.2 server plus Webapp for Yahboom Raspbot v2 robot car, ros2, raspberry pi

Browse open-source tools for automating scientific research, from literature review and experiments to writing and peer review

A portfolio site, showcasing my blogs, repos, sites and applications. Built with Python backend and React/Vite frontend. Includes chatbot built using Gemini and Google ADK. Uses Gemini AI for content summarisation and metadata extract. Hosted on Google Cloud Run and Google Firestore.

Deterministic governance for Claude and MCP tool calls. Pin approved capabilities, detect drift, and refuse unsafe or unapproved actions before execution. No model in the decision path.

Agentic synthetic-data generation framework inspired by Meta FAIR's Autodata / Agentic Self-Instruct.

Uses beads, souffle, z3 and mcps to give first-order logic powers to your thinking agents

A guard-railed, closed-loop workflow for AI coding agents: live state bus + execution-level hard intercepts for Claude Code, Codex, and DeepSeek Harness (GitHub PR / GitLab MR). From step-level to requirement-level; eval-driven, spec-driven, human-in-the-loop.

Research on why autonomous AI agents don't know when to stop, and three engineered fixes.

Free CLI tool for AI chatbot pentest. 6 attack classes (system prompt extraction, prompt injection, jailbreak). Single Python file. MIT licensed. From CVEasy AI.

Este projeto foi desenvolvido em contexto acadêmico por estudantes da Universidade Anhembi Morumbi – Unidade Mooca, dos cursos de Sistemas de Informação e Direito, com o objetivo de promover maior acessibilidade jurídica ao cidadão brasileiro.

Develop accessible ChatBot with Azure OpenAI and Streamlit

Simple Chatbot using LangChain just Q & A Generative AI Application.

This repo contains code for building a base telegram bot. Furthermore, on top of the base bot, you can add your own customization accordingly.

chatbot in python using chatterbot module and chatterbot-corpus for data training.

Corona bot using RASA

A simple whatsApp chatbot using Selenium library. Able to send messages to your contacts automatically.

A WhatsApp Bot developed by Team: LTFT for college Hackathon.

A simple chatbot built using OpenAI's GPT-4o-mini.

A simple and powerful chatbot made with deep-learning using tensorflow feedforward neural network. Uses RESTful API and Streamlit for ease of use. A smple solution for small scale business or anyone who needs AI chatbot ready to use/ integrate in apps / websites.

یک ربات جامع برای پیام‌رسان بله و تلگرام با قابلیت‌های متعدد جستجو، دانلود، شبکه‌های اجتماعی و بیشتر.

Welcome to the digital thunderdome, you keyboard-smashing lunatics! This ain't your grandma's chatbot – it's a CLI-powered, LLM-fueled beast! And guess what? It also supports Telegram integration right out of the box. Get ready to unleash the madness!

A unified OpenAI API wrapper module for ErisPulse | OpenAI 通用接口封装模块

Allows to easily run local REST API with a custom LLM, running locally or remotely, with user defined system instructions. Useful for quick local autmations that require problem solving with large langague models and interaction via a REST API.

AI game asset generator — create images, documents, scripts, and download as a complete game plan via OpenAI

A Model Context Protocol (MCP) server implementation for Cisco NSO that enables AI-powered network automation through natural language interactions.

This is an unofficial python wrapper for chatgpt images 2 api (aka GPT Image 2.0 API)

Step-by-step RAG tutorial for legal contract analysis — chunking, embeddings, BM25, hybrid search and Claude-based danger scoring, built from scratch without LangChain.

Sistema operativo cognitivo para Claude Code: orquesta 7 modos de pensamiento según 5 fases de proyecto, con hooks deterministas contra el efecto ancla y la convergencia prematura.

Rotate across multiple Anthropic Claude Code (Max/Pro) subscriptions — picks the account with most 5h/weekly quota headroom, writes a full-scope ~/.claude/.credentials.json, and execs the real claude. OAuth-native, alias-drop-in, no shadow dirs; Remote Control and session-scope features work out of the box.

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows | Claude Skills 精选列表：定制 Claude AI 工作流的技能、资源和工具合集

Gives LLMs precise answers from pre-researched code across repositories and languages - instead of re-scanning files and rebuilding context every session

A Claude Code skill for generating palette-locked, publication-quality blog illustrations (SVG blueprints, Recraft V4 Pro editorial art, composite grids).

Layout Discipline · 排版规范 ：一个给 AI 写网页 / HTML 用的 Agent Skill——统一字号档位、4px 间距栅格、卡片规范与颜色变量，附零依赖自动体检脚本。An Agent Skill that enforces layout rules on AI-generated HTML: a fixed type scale, 4px spacing grid, card specs, color tokens, and a zero-dependency check script.

AI-powered implementation of Alex Hormozi's $100M Offers value equation. Outputs complete Grand Slam Offers in under 5 minutes. Free. Open source.

A deterministic gate for AI-proposed actions: the model suggests, your constraints decide, nothing executes unapproved.

Independent OpenAI-compatible local relay for your own ChatGPT and Claude subscriptions: one standard /v1 API (chat completions, responses), multi-account balancing with automatic failover and retry, and a cross-platform desktop app. Single-user personal use; not affiliated with any provider.

Model Context Protocol server for travel aggregation. Search flights and hotels, track flights in real-time, and find the best travel dates using Amadeus and AviationStack APIs.

🧠 it remembers what your company forgets - an brain that measures itself and patches its own gaps.

Claude Code plugin — 33 agents + 16 skills. Planning, implementation, review, security. Listed in Anthropic's community plugin catalog.

Sound like you, not AI — feed it one sample of your writing and get a Claude Code skill that rewrites any text in your own voice. Korean & English.

Python Discord bot framework — slash commands, plugins, versioned config schemas, middleware, AI orchestration, and 30+ guides. Supports Claude, OpenAI, Gemini, Groq, and more. 1500+ tests. Production-ready.