I will build a production ready ai chatbot or rag system

I design and build AI chatbots and RAG systems the way a spec-driven engineer should:

plan first, build second, no guesswork in between.

Most "AI chatbot" gigs on Fiverr wrap a basic prompt in a chat UI. I build systems that

actually retrieve and reason over YOUR data accurate, source-grounded answers, not

hallucinated ones. I've shipped a working RAG system that lets users query full textbook

content with real accuracy.

How I work:

Before writing a single line of code, I write a short technical spec what data sources

are used, how retrieval works, what the chat flow looks like. You approve it, then I build

it using an AI-assisted engineering workflow (Claude Code) that lets me move fast without

cutting corners on architecture.

What I can build:

RAG systems with vector search (Pinecone, Supabase pgvector, Chroma)

Chatbots powered by Claude, OpenAI, or Gemini

Multi-document knowledge bases

Custom chat UI or embeddable widget

Multi-language support (including Roman Urdu)

Stacks I use: Next.js/TypeScript, Python/FastAPI, Node.js whichever fits your existing

system best.

Send me your use case before ordering and I'll tell you exactly which package and stack

makes sense.