I will build a custom ai chatbot for your documents using rag and fastapi


Over deze dienst
Looking to integrate custom AI into your workflow or application? I specialize in building reliable, functional backend systems and MVPs using Python and FastAPI.
I focus strictly on an opinionated stack to deliver speed and reliability: FastAPI for ultra-fast backend endpoints and ChromaDB for powerful vector database storage.
What I Can Build For You:
- End-to-End RAG Chatbots (Chat with your PDFs, Docs, or text files)
- Clean document parsing and automated vector ingestion pipelines
Please Note: This gig covers my development labor to design and build your custom application code. To run the AI, you will need your own OpenAI or Groq account to provide an API key for usage fees. I build the system securely so you retain 100% control over your data and API billing.
Ready to build a reliable backend for your data? Send me a message with a sample of your documents and let's get started!
Maak kennis met Mohamed Hany
Ai Engineer
- Afkomstig uitEgypte
- Lid sindsmei 2021
Talen
Arabisch, Engels
Veelgestelde vragen
Do I need to provide my own AI API key?
Yes. To ensure you maintain 100% control over your data and billing, you will need to provide your own OpenAI or Groq API key. I will provide a secure .env configuration file where you can easily paste your key without exposing it in the code.
What file formats are supported out of the box?
The standard packages support standard, text-based PDF documents. If your project involves complex Excel sheets, web scraping, or scanned image PDFs that require advanced Optical Character Recognition (OCR), please message me first so we can add a data-cleaning extra to your order.

