Why settle for a basic chatbot when your business can have an AI team?
Most chatbots are one-trick ponies: they answer FAQs and occasionally break when asked something unexpected. A multi-agent AI system is fundamentally different — it's an orchestrated team of specialized AI agents, each trained for a specific role, all working together inside your Telegram.
Your customer sends a message. The orchestrator agent reads it, decides if it's a sales inquiry, a support ticket, a scheduling request, or something that needs a human — and routes it instantly to the right specialist. No menus. No "press 1 for sales". Just intelligent, context-aware conversation.
How it works
- Orchestrator Agent — master controller that reads intent, manages conversation state and routes to the right specialist
- Specialist Agents — each with its own system prompt, tools and context (sales, support, scheduling, FAQ, escalation)
- Tool-enabled Agents — agents that can call external APIs, query your database, check stock, book appointments, send emails and update your CRM in real time
Every agent shares conversation memory, so your customers never have to repeat themselves.
Tech stack
- LLM: OpenAI GPT-4o / Anthropic Claude 3.5 / DeepSeek R1 (you choose based on your budget)
- Orchestration: n8n workflows or custom Node.js / TypeScript pipeline
- Bot layer: Telegram Bot API with webhook architecture
- Database: Supabase / PostgreSQL with row-level security
- Memory: Per-user conversation history and context persistence
- Deployment: Docker, ready for VPS or cloud
Use cases
- E-commerce — order tracking, product questions, returns, upsell flows
- Healthcare / clinics — appointment booking, patient triage, FAQ
- Real estate — lead qualification, property search, tour scheduling
- SaaS companies — tier-1 support, documentation search, ticket creation
- Internal tools — HR bot, IT helpdesk, employee onboarding assistant
- Restaurants / services — reservations, menu questions, loyalty programs
What's included in every package
- Full source code (TypeScript or Python, your preference)
- Deployment guide + Docker setup
- Environment variables documentation
- 7-day post-delivery support
- 1 revision round
Why work with me
I'm a full-stack developer with production experience in LLM integrations, WhatsApp/Telegram bot systems, n8n automation and Supabase backends. I've deployed multi-agent pipelines using OpenRouter, DeepSeek and GPT-4 APIs in real business environments — not just side projects.
I write clean, documented, maintainable code. What I deliver is a system you or your team can understand, modify and scale — not a black box that breaks the moment you need to change something.
Questions? Message me before ordering — I'm happy to assess your use case and recommend the right package.
