I will build an ai rag chatbot for your business knowledge

M
muhtadi_hussain
M
muhtadi_hussain
Muhtadi

About this gig

I build AI chatbots that answer using YOUR data not generic guesses. Powered by RAG (Retrieval-Augmented Generation) with vector search over your docs, policies, or knowledge base.

What I can build for you:

  • Knowledge base ingestion from your existing docs, FAQs, or internal wikis
  • Semantic search-grounded AI replies the bot only answers from what it actually knows
  • Multi-agent delegation a supervisor agent that hands off to specialist sub-agents (email, CRM, lookups)
  • Automatic escalation to a human when the AI isn't confident, instead of guessing
  • Integration with Gmail, Slack, or your existing support inbox

I've built and tested this exact architecture a hierarchical multi-agent system using Supabase pgvector for retrieval and specialist sub-agents for actions like sending emails or updating CRM records.

Message me what knowledge base you want it grounded in and I'll scope the right package for you.

Get to know Muhtadi

Muhtadi

n8n Automation Engineer, AI Agents and Workflow Automation Specialist

  • FromPakistan
  • Member sinceDec 2025
  • Avg. response time1 hour
  • Languages

    Urdu, English
I build production-grade n8n automation — from simple workflows to full multi-agent AI systems with tool-calling, RAG (Supabase pgvector/Pinecone), and human-in-the-loop approvals. What I build: custom workflows connecting your tools, AI agents with memory & delegation, RAG knowledge bots, lead scoring & CRM automation (HubSpot), and approval steps so AI never sends anything unsupervised. Message me your manual process — I'll scope it honestly before you order.

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