Frontend & AI·2 Weeks★ Top 10 Finalist
Tourist AI
Powered by Nigeria's first Native LLM N-ATLAS, TouristAI is an AI-powered travel planning assistant that helps users create custom itineraries based on their interests, budget, and time constraints.
Overview
TODO: Built an end-to-end AI knowledge synthesis engine that combines hybrid vector search (BM25 + Dense Embeddings) with streaming agentic responses.
Architecture & Implementation
TODO: Next.js frontend connecting to a FastAPI & Pinecone retrieval pipeline with optimistic client state and low-latency WebSockets.
Key Metrics & Impact
- Sub-480ms query retrieval latency
- 94.7% contextual precision score
Technologies
ReactPython(FastAPI)LangChainFAISSTailwind CSSOpenAI embedding model