I will build a custom rag ai chatbot with memory trained on your data

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webnovelty
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webnovelty
Anatolii S

About this gig

Customers ask the same questions all day? I build AI chatbots that answer from your own documents, remember each customer and hand over to a human when needed.


Senior engineer: 13+ years, 150+ projects, 5.0 rating, zero negative reviews. I designed the long-term memory of an AI companion product, a 34-milestone project, so your bot won't lose context after three messages.


What you get:

  • Answers grounded in your docs, website or Notion, with sources
  • Memory per user, replies in your customer's language
  • Website widget, WhatsApp, Telegram or Slack
  • Human handoff, conversation logs and analytics
  • Actions via your APIs: bookings, orders, CRM updates


Built to be trusted:

  • Tested on your real questions before delivery
  • Says "I don't know" instead of inventing answers
  • Usage limits and caching keep the AI bill low
  • Private option with local models: data stays on your server


Models: GPT, Claude, Gemini or open-source. Stack: Python, FastAPI, PostgreSQL with pgvector, React.


Send me a sample of your documents and I'll tell you what's realistic.

Get to know Anatolii S

Anatolii S

AI and Bot Engineer: AI agents, n8n automation, Telegram bots, 13 years

  • FromGermany
  • Member sinceJan 2023
  • Languages

    Ukrainian, Russian, English, German
I take on challenges others avoid. Senior engineer with 13+ years and 150+ delivered projects: 5.0 rating, zero negative reviews, ranked #1 in bot development and #1 in AI & ML on a leading Ukrainian freelance marketplace. What I build: AI agents and RAG chatbots with memory, n8n automations, Telegram bots and Mini Apps with payments. I also fix and harden vibe-coded apps (Lovable, Bolt, Cursor) for production. Python, TypeScript, React, Next.js, Node, FastAPI, Docker. Clear scope, honest reports, code you own. Based in Germany (CET).

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