AI Support Chatbot Demo
An AI-powered support chatbot that answers customer questions using your knowledge base, with automatic fallback to lead capture when it can't help.
Smesh Support Bot
AI-powered
Hi there! I'm the Smesh.Dev assistant. Ask me anything about our services, pricing, or tech stack.
AI Knowledge Base (RAG)
This simulation shows how Smesh.Dev builds RAG support agents that retrieve business details from a Vector DB to answer queries. If query resolution falls below a threshold, the bot automatically transitions to a custom lead captures webhook.
⚡ Live Vector & Webhook Logs
// Ready for queries...
How This Automation Works
A step-by-step breakdown of the backend logic, triggers, and sync rules powering this application mockup.
1. Customer Asks Question
Frontend chat widget captures the message and routes to the API
2. Vector Search Lookup
Database query identifies matching context blocks from documents
3. OpenAI Formulates Reply
GPT-4o processes context to draft a concise, truthful answer
4. Handoff Triggered
If context is missing, chatbot gathers lead details for human support
Technologies Demonstrated
Need a system like this?
We specialize in building bespoke automation webhooks, Point of Sale dashboards, WhatsApp intake bots, and client booking grids tailored to your data architecture.
✓ Custom RAG databases & Pinecone integrations.
✓ Automated lead routing and n8n pipelines.
✓ Client-side testing sandbox build included.
Ready to launch a custom automation blueprint?
Let's schedule a 15-minute Discovery Consultation. We will analyze your workflows, identify manual bottlenecks, and structure a working sandbox.