I will build a custom rag chatbot trained on your business documents

Your documents already hold the answers your team and customers keep asking for. Ill build a RAG chatbot that finds them instantly and answers with source references, so you stop repeating yourself.

Im an AI engineer on the team behind a production AI WhatsApp bot for airline bookings, and Ive built a text-to-SQL reporting tool and a real estate lead bot. I build the same way here: working systems, not demos.

What you get

• A chatbot trained on your PDFs, docs, website or database
• Answers that cite their source, to cut down made-up responses
• Web chat widget, WhatsApp or API access (depending on package)
• Clean FastAPI backend, documented code and a setup guide
• Guardrails so it declines out-of-scope questions

How it works

1. You send your documents and describe the use case
2. I confirm the scope in writing
3. I share a working demo link
4. Revisions, then handover with documentation

Stack: Python, FastAPI, LangChain/LangGraph, vector databases, OpenAI or open-source models.

Message me before ordering with a short description of your documents and goal, and Ill tell you honestly whether its a good fit.