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Fiverr Pro
English
$
USD
I will build a custom ai chatbot for your documents using rag and fastapi
Mohamed Hany
About this gig
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!
Get to know Mohamed Hany
Mohamed Hany
Ai Engineer
- FromEgypt
- Member sinceMay 2021
Languages
English, Arabic
I am a software developer specializing in Artificial Intelligence and backend architecture. I focus on building robust, scalable, and highly optimized solutions using Python, FastAPI, and Streamlit. I have hands-on experience developing end-to-end, context-aware RAG pipelines using ChromaDB and building clean web interfaces with Streamlit. Whether you need an intelligent backend integration, efficient vector database architecture, or a reliable AI chat API from scratch, I deliver clean, maintainable, and well-documented code that solves complex problems.
FAQ
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.
