How It Works
Your website already has the answers. We extract that knowledge, embed it into a vector database, and wrap it in an intelligent Telegram bot that your prospects can talk to 24/7. No manual FAQ writing. No scripted responses. Real AI that understands context and retrieves accurate answers.
We crawl your website, extract all content, and embed it into a vector database with semantic search capabilities.
Custom bot name, profile photo, commands, CTAs, conversation flows, and system prompt — all tailored to your brand.
Production deployment with webhook architecture, health monitoring, and MongoDB analytics. Live in 24 hours.
Track leads, analyze conversations, refine the knowledge base, and expand capabilities based on real user interactions.
🧠 Feature
Every bot is powered by an agentic RAG workflow. The AI decides what to search, retrieves context from a vector database of your website content, and generates grounded, accurate answers — not hallucinations.
Tech Stack
Multi-round tool calling | Qdrant vector search | OpenAI GPT-4o-mini | Contextual query rewriting
🕷️ Feature
We crawl your entire website using Playwright (handles JavaScript-rendered sites), extract meaningful content, chunk it intelligently with overlap, and embed it into a dedicated vector collection using sentence transformers.
Tech Stack
Playwright JS rendering | Smart chunking (400 words, 50 overlap) | all-MiniLM-L6-v2 embeddings | Qdrant storage
💬 Feature
Guide prospects through a structured journey with inline buttons, flow steps, and system hints that steer the conversation toward booking a demo or contacting sales — while still allowing free-form questions.
Tech Stack
Multi-step flows | Inline keyboards | Callback handlers | Flow state tracking per user
🎯 Feature
Each bot gets custom Telegram commands mapped to your website's calls-to-action. Demo requests, API docs, pricing, careers, support — every CTA becomes an interactive command with rich buttons and links.
Tech Stack
Custom /commands | Web App buttons | URL buttons | Mini App integration
📊 Feature
Every conversation is logged to MongoDB with full user identity — name, username, language, messages, timestamps. Track leads, measure engagement, and see exactly who's interested in your product.
Tech Stack
MongoDB conversation logging | Lead profiles | Visit tracking | Admin notifications
🔒 Feature
Production-ready from day one. Each bot runs as an independent systemd service with FastAPI + webhook architecture, Nginx reverse proxy, health endpoints, and automatic restart on failure.
Tech Stack
FastAPI + Uvicorn | Systemd services | Nginx reverse proxy | Health monitoring
Live Portfolio
Every lead-magnet bot is built in 24 hours. Scrape → Embed → Deploy → Capture leads.