I will build a rag chatbot that cites sources from your documents

M
mehtab_ahmad7
M
mehtab_ahmad7
Mehtab A.
build a rag chatbot that cites sources from your documents
build a rag chatbot that cites sources from your documents
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About this gig

Most AI chatbots make things up. This one can't.


I build RAG (Retrieval-Augmented Generation) chatbots that answer strictly from YOUR documents and cite the exact passage behind every claim. If your files don't cover a question, it says so instead of guessing.

  

 What you get:

- Upload your PDFs, docs, or knowledge base

- Every answer links back to its source passage full transparency, zero hallucination

- Built on a production RAG pipeline: chunk embed retrieve cite

- Powered by Gemini embeddings + LLM (GPT/Claude available on request)

- Clean, embeddable chat UI or API deploys to your existing site/app


Who this is for: research teams, legal/compliance, internal knowledge bases, customer support docs, or anyone who needs AI answers they can actually verify.

  

 Message me your use case and I'll tell you which package fits before you order. Let's build something your users can trust.

  • AI engine

    • Gemini
    • DeepSeek
    • Langchain

  • Programming language

    • Python
    • TypeScript

Get to know Mehtab A.

Mehtab A.

Agentic AI Developer, Multi Agent Systems, RAG Chatbots, AI MVPs

  • FromPakistan
  • Member sinceApr 2026
  • Avg. response time1 hour

  • Languages

    English, Urdu
I build agentic AI — autonomous agents and multi-agent systems that plan, use tools, and finish multi-step work on YOUR data — designed the way reinforcement learning teaches: reward signals, evaluation, and feedback loops so they improve, not just answer. I also ship the full app around them: RAG chatbots with cited answers, web & mobile MVPs (FastAPI/React, Flutter/Firebase), and business automation. Clean, documented code you own. I build a small working version on your real task first. Fast replies (GMT+5). Stack: Python, Node.js, LangChain, LangGraph, CrewAI, n8n. Live demos in my gigs.

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