Code agents

Debug RAG pipelines with just 2 lines of code

Go Based Lightweight RAG / LLM Tool with CLI + API

This repository contains the code snippets used in "LLM Prompt Engineering For Developers"

Demonstration of LLM integration into a lex bot using Lambda codehooks and a Sagemaker endpoint.

Runtime-first agent harness for official coding CLIs, chat transports, background tasks, and controlled write-back.

The open standard for agentic software verification: query business rules, assess release risk, and execute autonomous testing workflows.

Securing Agentic AI Developer Day shows developers how to take an agentic AI reference workflow to production securely.

Hub for TIBCO Flogo® Resources

Your agentic API security engineer. Built by the community, for builders who care about security but don't have unlimited time or budget. Point it at your API docs it hunts down the deep vulnerabilities that actually get you breached.

Exposes Azure DevOps functionality via MCP: Boards, Repos, Pipelines, Artifacts, Test Plans, and Wiki tools for AI agents.

CLAPP: CLASS LLM Agent for Pair Programming

A Laravel library for the n8n.io self-hosted API

Kairos: An autonomous development supervisor powered by Context Engineering. It provides a living memory and a contextual constitution for your projects to prevent AI context loss.

模块化 AI Coding Skills 仓库，覆盖开发工具、自动化、Obsidian 与视频处理场景

Reactonaut is an online React code editor with an AI assistant. If you are new to React front-end development, start with Reactonaut!

Never lose context again - persistent memory management system for AI-powered workflows across multiple tools

SuperEZ-GPT Builder: jQuery/GPT AI Content Building Assistant

AI code indexing tool for analyzing JS/TS code structure and generating structured code maps

Simulation of job offers and CVs with real-time processing, classification, and analytics using Kafka, Ray, Spark, and Databricks. Includes a Flask-based recommendation system and Tableau visualizations.

An LLM agent to query any github repo - Ask questions, features, gaps, improvements

The Bus-Mama is a bus tracking mobile application for the transportation of the students of BSMRSTU. It helps the students of our university by showing the available route, bus, and their exact location.

Don’t read swagger. Just chat.

A simple but useful chatbot based on gpt-3.5-turbo and whisper-1.

A personalized chatbot designed to answer queries related to a specific company's products and services, using a predefined knowledge base and an API for text generation.

AIとチャット（openai apiを使用）

.NET Farmework Library for Facebook Messenger Bot

A Practical Guide to Developing a Reliable FAQ Chatbot with Reinforcement Learning and Human Feedback using GPT-2 on AWS

Discord AI bot with a hybrid command system, imagination generation, free LLM model, mention recognition, smart message handling, channel-specific responses, GPT integration, secure credential management, & web access for unparalleled functionality.

Local-first RAG platform — Ollama + Qdrant + Redis + MinIO. No cloud, no API keys, runs entirely on your machine.

A Signal chatbot to broadcast Tor bridges in countries where Tor relays are blocked/monitored

🤖 A fully functional Google Gemini Clone built with React.js and the Google Generative AI SDK. Features real-time chat, history management, and Context API integration.

ChatGPT-Python is a software that allows you to talk to GPT-3 with a web interface using the openai api

Synced from GitLab - Deploy your own Serverless Discord bot integration to quickly interface with OpenAI's ChatGPT Completion API (gpt-3.5-turbo / gpt-4)

When an audio message is received, the bot downloads the audio file, converts it to a numpy array, loads the Whisper model, transcribes the audio, and sends back the result as a text message. The bot uses the Matrix Client from the mautrix library to interact with Matrix.

A sample interactive storytelling narrative chatbot application using ChatGPT API, powered by gpt-3.5-turbo, OpenAI’s advanced language model, built using Next 13, the React framework.

A social media bot integrated with ai

Build the chat backend to communicate with the GPT-3 API and store conversation infomation on the server.

This is a Telegram bot for checking the balances of crypto wallets. It checks the balance of addresses in blockchains (Ethereum, Binance Smart Chain, Polygon, Avalanche, Fantom)

A Node.js based Bot API for Nextcloud Talk

Python Mini Projects by Chirag Joshi | Python | 20+ beginner-to-intermediate projects with full documentation

PWA chat with Gemini Nano running locally in Chrome using Prompt API, no server, no API key, works fully offline.

Reduce your LLM costs by 40-70% automatically. Routes prompts locally, compacts context, tracks real savings.

The operating system for Claude Code. Memory, accountability, journaling, knowledge graphs, pattern recognition — one install, every session compounds.

A provider-agnostic Jupyter lesson on context priming, task decomposition, and workflow crystallization using Anthropic, OpenAI, or Google — from goal image to executable code in 5 steps.

VS Code extension to manage Claude Code sessions, MCP servers, skills, commands, hooks, and agents from your sidebar. Works on Cursor, Antigravity, and all VS Code-based IDEs.

Discord bot that knows a lot about Pokemons :)

A Node.js RESTful server for a Retrieval-Augmented Generation (RAG) system using ChromaDB and Ollama!

Multi-user RAG chat in Azure powered by Neon Serverless Postgres. Try the live demo using the link

A modular, multilingual, and multimodal Retrieval-Augmented Generation (RAG) system tailored for the financial analysis of Public Investment Fund (PIF) annual reports.

RAG-based Web Scraping

minRAG is a RAG system that starts from scratch, pursuing the ultimate simplicity and power. It consists of no more than 10,000 lines of code, requires no installation, and can be launched with a double-click

Code for the paper [SIGIR'26]“Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation”

Test code was written for research and verification of some Python libraries.

A game of pong made by MetaGPT and ChatGPT Code Interpreter

AI Agent Framework with Unlimited Memory — PostgreSQL-native, self-evolving, near-zero cost

Local-first agent skill manager for VS Code / Cursor. Manage, browse, and import skills across Claude, Cursor, Codex and more.

27 Android skills for AI agents (Claude Code, Codex, Cursor). Fixes Supabase auth, Hilt errors, design inconsistency, kapt→ksp, missing UiState states. Reduced my token bills 5×. FitGenZ AI shipped in 18 days.

A local-first AI workspace that keeps your work private, organized, and ready to run.

Arbor — The Agentic RL Sandbox. Checkpoint-native. Branch-safe. Self-hosted.

The "Cloudflare for AI Agents". 7-layer security interceptor, real-time observability dashboard, and automated reliability testing for MCP and AI tool chains. Prevent hallucinations, prompt injection, and destructive tool calls.

T20: Multi-Agent. Orchestrator-delegate model. TAS. Goal -> plan -> delegate. Agents: Gemini family. Autonomous, traceable. Logs sessions. CLI. Usage: `t20-cli "goal string"`. Artifacts of high value.

Volute Reasoning Engine (VRE): Structural Epistemic Enforcement for Agentic AI

A 100-day journey building AI-powered agents using Python, TypeScript, and LLMs to automate real-world tasks

Uncensored Language Model using FastAPI and Wizard Vicuna 30B (PoC)

This is an agentic AI system designed to help Construction Architects review construction documents and identify inconsistencies between original specifications/drawings and Contractor Submittals.

Automated Unit Test Generation with AI

The Solidity Smart-Contract Advisor is a cutting-edge tool designed to extend the capabilities of traditional language models in understanding and advising on Solidity smart contracts

Code repo for paper "KERAP: A Knowledge-Enhanced Reasoning Approach for Accurate Zero-shot Diagnosis Prediction Using Multi-agent LLMs"

VibeBox is a powerful three-agent development environment that combines Claude Code, Cursor, and Task Master AI to work together on complex software development tasks.

AI agents for Claude Code — 15 specialists that run your full software development sprint cycle. Strategy, architecture, code review, QA, security audit, and shipping. Open-source Claude Code plugin.

Vouch compiles human-owned intent into obligations, links evidence artifacts to those obligations, and produces deterministic release decisions for agent-written changes.

Search for music tracks using natural language prompts or video content via the Harmix AI API. Use when the user asks to find music, search for songs, discover tracks, needs music recommendations based on mood/genre/tempo/scene, or wants to find music for a video, video soundtrack, or music that matches video content

Glass-box agent execution engine. Deterministic, forensic audit trails, EU AI Act compliant. The PyTorch for Agents.

Neovim plugin for AI-assisted coding: Claude CLI & Codex CLI backends with MCP-powered editor control

Track Al coding assistants by GitHub pull requests

Codex CLI development framework that transforms product ideas into production-ready software through structured workflows and seamless Codex CLI integration.

Extended Claude Code framework based on SuperClaude.

Drop-in AI persona files for Skippy the Magnificent from the Expeditionary Force series. Make your AI assistant call you a dumdum.

Use Gemini on Discord, with highly customizable features. Using Thread to Create Personal Conversations with AI.

CipherGPT is an advanced SAAS chatbot AI meticulously crafted using the MERN (MongoDB, Express.js, React.js, Node.js) stack coupled with TypeScript and the OpenAI API.

Self-hosted AI assistant with hybrid memory, evolving personality, and multi-channel support (WhatsApp, Telegram, Discord, Slack)

Chatbot app for creating charts with React, FastAPI, and OpenAI

AIChatAssist is a intelligent chatbot powered by OpenAI ChatGPT API. The bot engages in natural language conversations with users.

EduBot is a powerful RAG (Retrieval-Augmented Generation) chatbot that utilizes the latest SOTA models to provide a seamless and interactive learning experience.

A simple framework for using Claude Code or Codex CLI as the frontend to any cloud or local LLM on Apple Silicon. Connect locally via LiteLLM + MLX or LM Studio, or remotely via Z.AI, Gemini/Google AI Studio, DeepSeek, or OpenRouter.

MCP server for Storybook - provides AI assistants access to components, stories, properties and screenshots. Built with TypeScript and Model Context Protocol SDK.

Store all your LLM Interactions

SmartChunk is a lightweight, structure-aware semantic chunking toolkit designed to supercharge RAG (Retrieval-Augmented Generation) and LLM pipelines. Unlike naive splitters that break text arbitrarily, SmartChunk respects document structure (headings, lists, tables, code blocks) and semantic flow, ensuring cleaner, more coherent chunks.

PathRAG System - A Path-based Retrieval-Augmented Generation implementation with knowledge graph visualization and Ollama integration for enhanced question answering.

A Flutter toolkit for local and cloud LLM apps. Run GGUF models on Android and iOS, connect to OpenAI, Gemini, Claude and others through one unified API, and build fully local RAG pipelines. Supports streaming, multimodal vision models, and mobile-first AI workflows.

Your External Brain, Amplified 🧠 An ADHD-optimized memory augmentation system with 20+ cognitive tools, semantic search, and hyperfocus-powered knowledge management

A Python hypergraph library with provenance and SQLite persistence.

口袋大龙虾 Pocket Lobster for Android: Codex + OpenClaw, dual terminals, Shizuku system shell, shared storage, and on-device AI task execution.

CLI remote control for Unity Editor. Zero dependencies, single binary. AI agents can play, build, test, and screenshot your Unity project — no Python, no setup, just curl.

Autonomous issue resolver

Real-time visualization dashboard for Claude Code agents, teams & swarms — isometric pixel world + monitoring dashboard

Dhara — The Agent Protocol Standard. Minimal, secure, language-agnostic coding agent harness. Built from India 🇮🇳 for the World 🌏

AI OSINT Security Analyzer is an intelligent platform that leverages AI to perform autonomous investigations across various intelligence sources. With features like multi-source integration and real-time threat intelligence, it ensures comprehensive security assessments. 🛡️🔍

Opensource AI development agent suite for solo founders. Deploy 11 specialized agents in Claude Code with one command. https://buymeacoffee.com/jamiewatters