CULTURA
Qloo Agentic AI Hackathon ($50k Pool & JCal Angel Challenge)
CULTURA
Autonomous Cultural Intelligence & Taste Agent
An autonomous multi-modal cultural recommendation agent grounded in Qloo’s 250M+ Entity Taste Graph, eliminating LLM hallucinations across music, film, dining, literature, and travel.
Autonomous ReAct planning loop with schema-validated Pydantic tools performing cross-domain graph traversal in <250ms.
Synthesizes geographically and temporally optimized 48-hour itineraries across top cultural hubs.
Resilient dual-mode architecture: asynchronous HTTP client + deterministic offline cache with 100% automated test pass rate (pytest).
Dual interfaces: production terminal CLI (Typer + Rich) and interactive web dashboard (Streamlit) with live mapping.
Python
Qloo API
Pydantic
Asyncio
Pytest
Typer
Rich
Streamlit
FastAPI