I will build an ai chatbot that answers from your knowledge base

M
minakov_ai
M
minakov_ai
Alexey M

About this gig

Your customers ask the same questions every day - and the answers are buried in price lists, manuals and docs. I build AI chatbots that answer from YOUR knowledge base: accurate, on-brand, no hallucinations (RAG technology).


What you get:

  • AI chatbot for Telegram or your website that knows your documents (PDF, Word, spreadsheets)
  • - Answers by meaning, not keywords - understands real customer language
  • - No made-up answers: if it is not in the knowledge base, the bot says so and hands over to a human
  • - Easy to update: add a document and the bot already knows it
  • - Works 24/7 for customer support or as an internal knowledge base for your team

How it works:

  1. You send your documents - I prepare the knowledge base and indexing
  2. 2. I build the bot and tune answers to your tone of voice
  3. 3. You test it with real questions, I refine - revisions included
  4. 4. Launch + admin guide + 14 days of post-delivery support

Tech stack: OpenAI GPT / Claude, LangChain, vector search (RAG), Telegram API, n8n.


AI token costs are paid directly to the provider (usually $10-30/mo) - you get full transparency of usage.

Get to know Alexey M

Alexey M

AI Automation and Telegram Bot Developer

  • FromRussia
  • Member sinceMay 2026
  • Avg. response time2 hours
  • Languages

    Russian, English
I build AI-powered Telegram bots, RAG chatbots and n8n automations for businesses. What I offer: - AI chatbots that answer from your knowledge base (RAG) - accurate, no hallucinations - Custom Telegram bots: orders, bookings, support, payments - n8n workflow automation: leads, notifications, reports, CRM integrations - AI steps with GPT / Claude models Why me: clear plan before we start, video demo before delivery, 14 days of post-delivery support, source code included. I run my own business on n8n and AI bots daily.