I will build a rag chatbot that answers questions from your PDF documents

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Hamas Ahmed

About this gig

Do you have documents, manuals, or contracts your team constantly searches through? I will build an AI system that reads your documents and answers any question from them instantly and accurately.


No more ctrl+F. No more reading 50 pages. Just ask and get the answer.


This is not basic keyword search. I use RAG Retrieval Augmented Generation the AI actually understands your documents and gives intelligent, context-aware answers.


What I build: Chat with any PDF, Word doc, or text file, Multi-document support - ask across multiple files, Persistent storage - no re-uploading every time, REST API endpoint for any app or website


Who this is for: Law firms searching contracts and case files, Businesses with large manuals or documentation, Researchers working with multiple papers


Why hire me: I have deployed advanced RAG systems in production using HyDE and MMR retrieval techniques that go beyond basic RAG for significantly more accurate answers. You can test my live projects before ordering.


Message me first and I will tell you exactly what I can build.

Get to know Hamas Ahmed

Hamas Ahmed

AI Engineer, LangGraph, RAG Pipelines, FastAPI, Python

  • FromPakistan
  • Member sinceNov 2024
  • Avg. response time1 hour
  • Languages

    Urdu, English, Hindi
I build and deploy AI applications in production — real systems with live APIs you can test right now. Specialized in LangChain, LangGraph, FastAPI, and ChromaDB. I have two AI systems live on Railway — a multi-agent RAG system and an autonomous research agent. What I build: ➤ AI chatbots powered by ChatGPT or Groq ➤ RAG systems that chat with your documents ➤ Multi-agent LangGraph systems ➤ FastAPI backends for any AI model Message me with your idea and I will tell you what is possible.

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