Custom agents

Structured business ontology that gives AI agents deterministic access to institutional reasoning.

AI Engineer capstones progressing from optimization and deep learning to transformers and a final agentic MCP-based incident command system with telemetry and replay.

Labs for agentic AI — covering Azure AI Foundry, Foundry Agent Service, Microsoft Agent Framework, AI Agents, RAG, Azure AI Search, and Azure Container Apps(ACA)

✨ Data-Copilot: 基于函数调用的多智能体协同数据库分析系统 Function-Calling Powered Multi-Agent Database Analytics System✨ 🗣️ 自然语言交互 🤖 多智能体协同，通过函数调用链(Function Call Chain)和函数依赖图谱实现查询/计算/绘图的自动化流水线 📈 智能可视化：自动匹配最佳图表类型，支持交互式图表修改❓ 反问澄清机制：自动识别模糊需求，主动引导用户补充信息 🌐 新加坡数据集成，内置 onemap api 和 HDB房产/学校/地理空间等专项数据库

Podcast Summarizer Agent will have LLMs, RAGs, MongoDB, Chatbot, Flutter Mobile app

Code sample repo to demo how Kiro can be used to migrate large codebases and working with such repos using Kiro spec-driven development approach.

hextimator: generate perceptually uniform color palettes at runtime with accessibility guarantees

Enhance research paper writing by organizing workflows, improving structure, and supporting self-review for clear, logical, and well-aligned content.

An AI agent that performs a RAG workflow implemented with the Akka SDK.

This repository documents my hackathon solution, hands-on experiments, and technical notes from the IEEE YP Agentic AI Summit Dec 2025

Merkle Mountain Range audit ledger for tamper-evident logging and cryptographic accountability.

jdr - SOTA performance on "DeepSearch" benchmarks in < 1500 lines of code

Converts Java CLI apps to FaaS, powered by Quarkus

a groundbreaking multi-layered cognitive architecture for artificial intelligence (AI) that integrates several advanced concepts to create a unified framework for self-optimizing intelligence.

A completely front-end driven AI agent project, requiring no server resources.

Project template that is pre-configured to work with agentic Github workflows called "Smart Workflows"

Typed GitHub capability router for AI agents. Deterministic CLI + GraphQL execution with normalized results.

Exoclaw agents on Temporal — durable AI agent execution

A configurable agentic CLI running in terminal with tools, skills, file system access, web search, permission management, customized constitution. Use with both online API and local hosted instruction models.

A Rebuttal Engine for Computational Argumentation in Claude Code CLI

Amy is an intelligent Julia agent for scientific computing with natural language queries and multi-domain mathematical reasoning.

It provides an intent-aware orchestration system that routes user requests to appropriate development workflows (SDD, SDR, Support), manages AI agent integrations (OpenCode), and installs capability packs for persistent memory, documentation lookup, and skill-based task execution.

Source code for Ayaka's smart home AI assistant

AI powered task manager build with Flask and SQLite powered with Gemini API and Groq API

An extension for reddit that lets you engage in communities without scrolling or actually opening subreddits and its comments because it can be a nightmare

A modern, responsive web-based chat interface for nanoclaw.

High-performance Android SDK for on-device LLM inference (GGUF). Privacy-focused, offline-first, and powered by llama.cpp with a clean Kotlin Coroutines API.

A Chrome extension that allows you to input your question once and have an answer from multiple AI services at once.

🌐 Enhance OpenClaw with this Chinese translation, auto-syncing official updates within one hour for Windows, macOS, and Linux users.

Proxilion MCP Security Gateway is a self-hosted, Docker-ready security gateway that provides real-time threat detection (<50ms P95 latency) against insider threats, compromised accounts, and rogue AI agents by analyzing tool calls from assistants like Copilot and Claude Code, achieving a 75-85% detection rate against sophisticated attacks.

Voz-AI is an AI-powered RAG based voice assistant that is designed to help customers inquire about queries and retrieves the most accurate and relevant information back to them. This project was made for the AIQoD Hackathon 2025, eventually winning us the runner-up position.

Secure local-first desktop layer for OpenClaw featuring voice, canvas, and hardened security guardrails.

AI-CMD-X turns plain English into real Windows commands — making the terminal smarter, faster, and incredibly beginner-friendly. Master your machine with the power of AI!

A developer-focused CCB enhancement fork with cache optimization, codebase indexing, AI session continuity, DeepSeek support, Windows compatibility, and localized UI.

AI-powered browser automation agent using a dual-LLM architecture. The orchestrator (qwen3-vl-32k) creates execution plans from screenshots, while the executor (llama3.1:8b) translates steps into browser actions using an accessibility tree for reliable element selection. Local, private, powered by Ollama.

The Doctor Recommendation System is an intelligent healthcare platform designed to help patients find the most suitable doctors based on their medical needs, location, specialization, and availability. This system leverages modern technology to bridge the gap between patients and healthcare providers, ensuring quick and reliable.

A privacy-first VS Code extension that integrates with any local LLM through Ollama. Chat with AI models directly in your editor without sending data to the cloud.

CORPO AI is your intelligent, always ready assistant designed to simplify tasks, provide instant insights, and enhance productivity with smart, human like interaction. It is linked with another website Raysprin.

IAW is a customizable system of specialized AI agents that work together as your personal assistant. Build intelligent agents that collaborate, remember, and improve.

A secure MCP (Model Context Protocol) file server providing AI assistants with comprehensive file operations. Features multi-tier authentication, multiple connection modes (stdio/HTTP/public), and safe directory restrictions.

Community MCP server that exposes Coroot incidents and health summaries as read-only tools for AI assistants (not an official Coroot product).

An agent-assisted chess analysis system combining Stockfish, RAG, and a modular web architecture, designed as an extensible foundation for future LLM-driven autonomy.

A modern, feature-rich SSH terminal application built with Electron and React. KEMENT combines traditional SSH functionality with AI-powered assistance to enhance productivity and streamline remote server management.

🤖 AI-powered chat specializing in explaining, refactoring, debugging and converting short code snippets.

When your complex requests confuse AI This tool transforms vague, multi-goal prompts (e.g., "create a study plan that balances learning, exercise, and hobbies") into unambiguous "action charters" for AI. It detects conflicting objectives in your instructions, clarifies priorities, and ensures AI outputs stay locked on your true intent.

MCP server for VOICEPEAK text-to-speech synthesis

AI-powered assistant that listens to your calls and provides intelligent, knowledge-based answers — completely invisible to screen sharing.

Autonomous AI Agent for Windows - Your intelligent, always-on AI assistant with screen understanding and task automation.

A RAG-based framework for constructing scientific knowledge graphs.

RAG Q&A system

🧠 AI Memory Proxy: LLM with persistent user memory using PostgreSQL + pgvector. AI-driven fact extraction, semantic search, single API call optimization.

This is a comprehensive large model service platform designed to facilitate rapid deployment and application of large model services in small and medium-sized enterprises. The platform mainly includes large model service and application modules, data management modules, and development documentation modules.

Structured Turkish Constitution dataset in Markdown and JSON for search, legaltech, NLP, and RAG applications.

Use LLM/AI agent for Web scraping (collection data) and analysis data with deep research

A self deployable LLM application with our innovational IC framework (a RAG method)

This is standard mini–RAG Application from scratch

An AI-driven Hacker News aggregator providing automated Chinese translations, structured summaries, and RAG-based Q&A to help users efficiently access technical insights.

Universal document-to-markdown and section splitter for HTML, URLs, and PDFs.

DSCode is a free, comprehensive learning platform for mastering Data Science, AI, and Machine Learning. With 445+ curated problems across 16 topics including Python, ML, Deep Learning, NLP, Computer Vision, Gen AI, RAG, and AI Agents, DSCode helps you build job-ready skills through hands-on practice.

One-click conversion of arXiv papers to Markdown with perfect LaTeX formula preservation

A comprehensive Pre-RAG prototype dashboard for document parsing, multi-method chunking, vector embedding generation, and hybrid search exploration. Built with React and powered by in-browser ML models.

Chat with your PDFs using local AI models Process PDF documents and have interactive conversations with their content. Everything runs locally - no data leaves your machine.

LLM App to demystify and summarize Terms and Conditions agreements

ShopGenie is an AI powered shopping assistant. It harnesses the power of LLM and RAG for finding a product easier than ever. This repository is the main application for the project.

Java ONNX Embedding & Retrieval-Augmented Generation (RAG) Engine

Framework for Retrieval-Augmented Generation (RAG)

Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models

Complete open-source data platform with Airbyte, Dremio, dbt, and Apache Superset - Documented in 18 languages

Dynamic Few-Shot Prompting is a Python package that dynamically selects N samples that are contextually close to the user's task or query from a knowledge base (similar to RAG) to include in the prompt.

AI-powered debate assistant using Groq, Gemini APIs, and SearchXNG for intelligent argumentation. Built with RAG (Retrieval-Augmented Generation) architecture to source academic research and data. Features real-time web search integration and upcoming Model UN debate simulation mode.

A CLI tool for personal RAG that retrieves data from Notion, Obsidian, Apple Notes, etc., stored in Qdrant and exposed as an MCP server.

EntRAG - Enterprise RAG Benchmark

Local RAG system with realtime auto ingestion of documents and notes and exposed via MCP to be used with Local or Cloud based LLMs

AI-powered Web3 chat that mixes live market and DeFi data (CoinGecko, DeFiLlama) with RAG over a PostgreSQL/pgvector knowledge base; React + Vite frontend and Express backend.

Your screen history, searchable and automated - Windows OCR + REST API + AI + RAG

Fivetran dbt package designed to generate an end model and Cortex Search Service (for Snowflake destinations only) which contains unstructured document data to be used for Retrieval Augmented Generation (RAG) applications leveraging Large Language Models (LLMs)

Knowledge Copilot is a Retrieval-Augmented Generation (RAG) application with multi tenant isolation based on LDAP for companies. It allows organizations to interact with their private document libraries securely, providing accurate answers with transparent quality scoring, source citations and traceability.

Java Spring Boot RAG & hybrid search system for graduation projects: Elasticsearch BM25, BGE-M3 vector search, reranker, evidence-grounded QA, book recommendation, Vue 3, offline evaluation.

A tutorial-scale, fully local RAG-based chatbot built with Gemma 3 via Ollama + Bright Data SERP API + Chroma. This researches topics comprehensively and then answers questions using retrieval-augmented generation.

A RAG assistant for reviewing your notes

Final project for LLM Zoomcamp 2024

A private, local RAG (Retrieval-Augmented Generation) system using Flowise, Ollama, and open-source LLMs to chat with your documents securely and offline.

A comprehensive AI-powered study assistant that transforms your PDF study materials into interactive learning tools including flashcards, practice exams, and an intelligent chat interface powered by Google Gemini AI.

RAGify is a modern chat application that provides accurate, hallucination-free answers by grounding responses in your documents. No more made-up information - if the answer isn't in your knowledge base, RAGify tells you so.

A full-stack knowledge graph-based Retrieval Augmented Generation (RAG) system for Vietnamese tax law documents. Compares vector search vs graph-based retrieval approaches.

Model Context Protocol server for advanced RAG with Knowledge Graphs

me.fyi python backend with core LLM and RAG logic, flask API, Twitter bot

Portable vector database with auto-installing Ollama embeddings. Zero-config semantic search via SQLite.

Simple Local GraphDB based Memory, Neo4j / Kuzu

A Retrieval-Augmented Generation (RAG) application for querying legal documents. It uses PostgreSQL, Elasticsearch, and LLM to provide summaries and suggestions based on user queries. Features data ingestion with Airflow, real-time monitoring with Grafana, and a Streamlit interface.

A framework for evaluating various customization techniques for foundation models (FMs) using your own dataset. This includes approaches like RAG, fine-tuning, and a hybrid method that combines both

A retrieval-augmented generation (RAG) system for exploring bioinformatics software via natural language, using metadata from bio.tools and a local LLM

Awesome list for AI chaos engineering: experiments, evaluations, guardrails & observability for LLM/RAG.

一个基于 Eino 框架的综合性大模型应用，用eino实现了一个流式对话AI和一个集成了Qdrant向量数据库的RAG知识库。是学习和实践大模型工程化的绝佳案例。

RAG pipeline with Agents for multiround conversation consistancy

🧩 Intelligent Chunking Methods for Code Documentation RAG

A multi-platform financial chat application with AI-powered document analysis, real-time stock data, and web search capabilities.

GitStarRecall is a local-first AI enabled web app that turns your GitHub stars into a searchable memory system on your browser locally.

This project is a Document Retrieval application that utilizes Retrieval-Augmented Generation (RAG) techniques to enable users to interact with uploaded PDF documents. By leveraging a Large Language Model (LLM), users can ask questions about the content of the documents and receive accurate answers based on the information retrieved.

Implementation of the GraphRAG system based on QDrantDB + Neo4j DB on a clean Bun + TypeScript architecture