I will build custom rag system to chat with your company documents

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Hamza Ahmed

Level 2

About this gig

I can build a custom Retrieval-Augmented Generation system so you can chat directly with your local documents.


Instead of using generic chatbots that hallucinate or give wrong answers, I will create a custom Python tool that searches your specific documents, extracts the exact answer, and tells you exactly which page it got the information from.


I will set up quick data extraction for your PDFs, text files, or CSVs, and use a local vector database so the search is lightning fast. The whole system will be built using a simple LangChain framework connected to your OpenAI API key Gemini, Claude API Key, keeping the script lightweight and easy to run.


Note:

Please send me a quick message with the types of files you want to use before you place an order so we can get started right away.

Get to know Hamza Ahmed

Hamza Ahmed

If you torture the data long enough, it will confess

5.0(29)

Level 2

  • FromPakistan
  • Member sinceFeb 2021
  • Last delivery2 months
  • Languages

    English, Urdu
My name is Hamza Ahmed, and I build AI solutions and automation for real business use. I build NLP and LLM apps, data extraction and classification, backend workflow, Python automation, GPT tools, custom NER pipelines, production APIs, cloud deployments, and no-code automation solutions. My experience includes work tied to Salezilla, Watt People, TDR Technology Solutions, and AI consultant Tran Pham, along with many custom freelance AI builds for different business needs. I focus on practical systems, clear outputs, and working solutions. while (alive) { eat(); sleep(); code(); repeat(); }

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