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4mirfar/readme.md

Amirhosein Farhangian

AI Engineer & Researcher
Bsc. in Computer Engineering @ University of Isfahan

My Open-Source Projects

Prompt Master — A curated collection of system prompts, leaked prompts, and prompt configurations from AI products and companies, organized as a reference for studying how production LLM systems are instructed and controlled.

AIRAGExpert — An end-to-end RAG system for building intelligent document assistants, combining document ingestion, parsing, chunking, embeddings, vector search, and LLM-powered generation.

SearchBasedRAG — A RAG-based coding assistant combining web search, FAISS, BGE embeddings, Ollama, and Morphic to provide context-aware code assistance from technical documentation.

ledControlAgent — An AI-powered IoT agent for remote ESP32 LED control through Telegram, combining Wi-Fi communication, adaptive decision-making, and customizable automation.

Reach Me



Tech Deck and Skills



Check out My Repos 👀👇

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  1. AIRAGExpert AIRAGExpert Public

    document ingestion and retrieval pipeline with FastAPI, PostgreSQL, BGE embeddings, Qdrant, and an LLM-based RAG engine.

    Python

  2. SearchBasedRAG SearchBasedRAG Public

    State of the art search based RAG coding agent, with morphic, ollama, openweb-ui and faiss

    TypeScript 8

  3. promptMaster promptMaster Public

    best system prompts I use for prompt engineering, including leaked prompts

    26 5

  4. ledControlAgent ledControlAgent Public

    LED Control AI Agent Based on Telegram Bot

    Python 6 1

  5. NLPlayground NLPlayground Public

    a repo for me doing some nlp practices

    Jupyter Notebook 5

  6. dataDOOM dataDOOM Public

    doing some data engineering / mining, personal use and good practices that might be useful

    Jupyter Notebook 5