I will build a rag knowledge base or ai agent system using n8n


About this gig
Your team has knowledge scattered across documents, handbooks, and policies but nobody can find answers fast. I build RAG (Retrieval-Augmented Generation) systems that let anyone ask a question in plain language and get the exact right answer, instantly.
With 10+ years in tech, I have deployed RAG systems in real production environments not just demos.
WHAT I BUILD:
- RAG knowledge bases with vector search (Supabase)
- Department-level access control (HR data stays separate from Dev data, automatically)
- Telegram / Slack / Zoho Cliq chat interfaces
- Multi-document ingestion pipelines
- AI agents with memory and context awareness
WHAT YOU GET:
- Fully functional RAG system on your own n8n + Supabase accounts
- Clean, documented workflow
- Tested with real queries before delivery
- Walkthrough video (Premium only)
A REAL EXAMPLE OF WHAT I'VE BUILT:
I built an employee handbook RAG system where staff ask things like "How many leaves can I take this year?" and get instant accurate answers filtered by department, so HR queries never leak into Development team responses.
Message me before ordering. RAG systems vary a lot in complexity. I have review your use case and confirm the right pac
Get to know Rupesh
n8n Automation Expert, AI Agents, Looker Studio, 10 Yrs
- FromIndia
- Member sinceOct 2021
Languages
Hindi, English
My Portfolio
FAQ
What is a RAG system, simply put?
It is an AI system that reads your documents (PDFs, docs, handbooks) and answers questions about them in natural language - instead of someone manually searching through files, they just ask and get an accurate, sourced answer instantly.
What do you need from me to get started?
Your source documents (PDFs, Google Docs, or text files), a description of who will use it and how, and your Supabase + n8n account access. I'll send a full checklist after you order.
Can different departments or teams have different access levels?
Yes. This is one of my specialties. I can build department or role-based access so sensitive information (like HR or financial data) stays restricted to the right people only.
Do I need a paid Supabase or vector database account?
Supabase has a generous free tier that works for most use cases. I will advise you during scoping if your data volume requires a paid plan.
What counts as a revision?
Fixing inaccurate retrieval or behaviour that doesn't match agreed requirements. Adding new document sources, new access roles, or new integrations after the original scope is a new order or paid add-on.
My use case is more complex than the packages describe. What do I do?
Message me before ordering. RAG systems can vary significantly in complexity — I'll review your specific need and send a custom offer with accurate scope, price, and timeline.

