Get an AI chatbot that answers questions from YOUR content: PDFs, docs, knowledge bases, or your website. Answers are grounded in your documents with source citations, so it does not make things up.

What you get

Document ingestion pipeline (PDF, Word, Markdown, HTML, or website crawl)

Retrieval-augmented generation (RAG) with vector search tuned for your content

FastAPI backend with clean REST endpoints, ready to integrate anywhere

Simple embeddable chat widget or standalone web UI

Deployed and running (your cloud or mine), with handover docs

I have shipped this pattern in production: MediMax (medical Q&A over clinical documents) and LegalMind (legal document analysis), both live projects in my portfolio.

Typical delivery: 2 weeks from documents to deployed chatbot. Includes one revision round and 2 weeks of post-delivery bug fixes.