Kapsy | AI Gift-Concierge Shopping Agent
Kapsy is an AI gift-concierge agent built for the Kapruka Agent Challenge. It turns a free-form request like "a thoughtful birthday gift for my mother under LKR 5000" into grounded, catalogue-aware recommendations and can plan and place the order end to end.
How It Works
- A large language model interprets gifting intent, budget, and occasion
- Retrieval-augmented generation (RAG) grounds answers in a live product catalogue via vector search
- Tool / function calling lets the agent search, build a cart, and prepare an order
- Human-in-the-loop safeguards keep real orders gated until explicitly enabled
Key Features
- Conversational gift discovery in natural language
- Grounded, catalogue-aware recommendations (no hallucinated products)
- Autonomous, multi-step order planning
- Budget, occasion, and recipient-aware suggestions
Kapsy showcases a production-minded agentic AI pattern: LLM reasoning + RAG retrieval + tool use, wrapped in guardrails suitable for real commerce.
