I will integrate chatgpt or claude ai into your app with rag

Stop letting ChatGPT or Claude "hallucinate" answers about YOUR business.

I build RAG (Retrieval-Augmented Generation) systems that connect Claude or GPT directly to your own documents PDFs, websites, databases, support docs, manuals so the AI answers from YOUR real data, with sources, not guesses.

What you get:

A chatbot/AI assistant that knows your documents inside-out

Accurate, cited answers (no made-up information)

Clean integration into your existing app, website, or API

Your choice of Claude (Anthropic) or GPT (OpenAI)

Full source code you own everything

Perfect for:

• SaaS founders adding an AI assistant
• Businesses automating customer support
• Internal tools that search company knowledge
• Anyone tired of generic AI that doesn't know their data

My stack: Claude/OpenAI APIs, Supabase pgvector, n8n, React/Next.js, Python production-grade, not no-code toys. I build error handling, logging, and citations into every system.

How it works:

1. You send me your documents + where you want the AI to live (app/site/API)
2. I build the pipeline: embedding vector search AI response with sources
3. I integrate, test, and hand over working code + a short guide

Message me before ordering so I can scope yo