AI Chatbot+

Conversational AI · shipped · 2025 · Client: Innovacio Technologies

White-label RAG chatbot that crawls any website and turns it into an intelligent sales copilot.

The problem

Businesses lose potential leads because website visitors can't find answers quickly, leave without engaging, and there's no automated way to capture high-intent prospects from organic traffic.

The solution

A full-stack RAG-powered chatbot that crawls the client's website via BFS, chunks and embeds content into pgvector, answers visitor questions using semantic search + GPT-4o-mini, and automatically captures leads through a conversational 6-step flow with intent classification.

Key features

• BFS web crawler with automatic chunking and vector embedding
• Semantic search (pgvector cosine similarity) with LLM-generated answers
• LLM-based intent classifier with project-signal safety net
• 6-step conversational lead capture with mid-flow question escape hatch
• White-label template — deploy for any client via environment variables

Impact

• Deployed live on Vercel with full chatbot functionality in production
• Captures qualified leads 24/7 with automated booking CTA integration
• 100% website crawl coverage — all 18 client pages indexed and searchable
• Fully templatized for multi-client deployment with zero code changes

Tech stack

GPT-4o-mini, text-embedding-3-small, pgvector, RAG, FastAPI, SQLAlchemy, asyncpg, psycopg, Alembic, Vanilla JS Widget, HTML/CSS, Vercel Serverless, Supabase PostgreSQL, Docker

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