I will build a rag chatbot with document QA using your data


About this gig
Need a working AI product, not a demo notebook?
I build production chatbots, RAG Q&A over your documents, tool-using agents, and wrap them in a FastAPI web app or plug them into your existing site.
What you get
- Clean Python + FastAPI source you own
- Chat UI + API
- Citations for document Q&A
- Optional agents (search, CRM, email, your APIs)
- Optional LoRA/fine-tune on Premium if you have labeled data
Packages
- Basic ($150, 5 days): 1 chatbot or 1-source Q&A, simple web UI
- Standard ($350, 7 days): multi-doc RAG + 1 agent (up to 3 tools)
- Premium ($700, 10 days): production stack - agents + RAG, auth, deploy, site/app wrap. Fine-tune included if data is ready.
Stack: Python, FastAPI, OpenAI/Claude, LangChain, vector DBs. Your keys, your data.
Message me the use case, data type, and whether you need a new app or an integration. I will confirm scope before you order.
Get to know Shubham P
AI Engineer
- FromIndia
- Member sinceApr 2023
- Avg. response time1 hour
Languages
Hindi, English, French
FAQ
What do I need to provide before you start?
A short use case, sample data (PDF, docs, URL, or API), and new app vs existing site. For Premium fine-tune, send labeled examples. You keep your own OpenAI/Claude API keys.
What is the difference between the 3 packages?
Basic: 1 chatbot or Q&A on one source. Standard: multi-doc RAG plus 1 tool-using agent. Premium: production product with auth, deploy, site/app wrap, and fine-tune if you have labeled data.
Can you add this to my existing website or app?
Yes, on Standard and Premium. Send the stack (React, WordPress, etc.) and I will ship an API plus a drop-in chat widget or a native integration.
What do I need to provide before you start?
A short use case, sample data (PDF, docs, URL, or API), and new app vs existing site. For Premium fine-tune, send labeled examples. You keep your own OpenAI/Claude API keys.
Do I need to fine-tune a model?
Usually no. RAG plus agents covers most business Q&A. Fine-tune (LoRA) is Premium only and only if you have labeled data. If not, I still deliver production RAG.

