I will build a custom ai chatbot with rag


About this gig
Need an AI assistant that actually knows YOUR business not generic ChatGPT answers?
I build custom RAG chatbots that answer strictly from your own documents, PDFs,
websites or database, with sources cited and zero hallucinations.
What you get:
Chatbot trained on your data (PDF, DOCX, websites, Notion, SQL you choose)
Retrieval-Augmented Generation with a vector database (Chroma / pgvector / Pinecone)
Clean FastAPI endpoint or ready-to-embed widget
Works with OpenAI, Anthropic Claude, or open-source models (Llama, Mistral)
Chat memory, source citations, and streaming responses
Why me:
Python / FastAPI / LLM engineer I ship production code, not notebooks
Clean, documented code you fully own
Fast replies and clear communication
Message me before ordering with a short description of your use case
I'll tell you exactly what's possible and recommend the best package.
Get to know Dinmukhamed M.
AI, ML and Backend Engineer specializing in Python and LLM
- FromKazakhstan
- Member sinceJul 2026
Languages
Russian, Kazakh, English
My Portfolio
FAQ
Which LLM do you use?
Your choice: OpenAI, Anthropic Claude, or open-source (Llama/Mistral). API costs are on your account; I set everything up.
Will it make up answers?
No. RAG grounds every answer in your data and cites sources. If the answer isn't in your data, it says so.
Do I own the code?
100%. You get clean, documented source code and full ownership.
Can you deploy it for me?
Yes, deployment help is included in the Premium package (Docker + cloud of your choice).

