AI Chatbot Builder
An AI chatbot SaaS platform enabling agencies to embed branded assistants on client sites with custom knowledge bases. Features RAG-powered responses, Qdrant vector storage, and comprehensive analytics.
01 — The Problem
The Problem
Agencies wanted to embed branded AI assistants on client sites but lacked a platform to manage per-client knowledge bases and measure how the assistants actually performed.
02 — The Solution
The Solution
Built an AI chatbot SaaS platform that lets agencies deploy branded assistants with custom knowledge bases. RAG-powered responses backed by Qdrant vector storage keep answers grounded in each client's content, and comprehensive analytics show usage and performance.
03 — Tech Stack
Tech Stack
- Next.js
- TypeScript
- RAG
- Qdrant
- Vector DB
- OpenAI
04 — Results & Impact
Results & Impact
Gave agencies a managed path to branded assistants — custom knowledge per client, grounded answers, and usage analytics in one product.
My role Full-stack — the RAG pipeline, vector storage layer, and analytics.