Airbnb's Search and Discovery Architecture
How Airbnb's search returns relevant listings from millions of properties. Shows ML-powered ranking with TensorFlow, Elasticsearch for geospatial queries, real-time Feature Store, Kafka event streaming, Spark for offline feature computation, Redis caching, and A/B testing framework.
general · architecture diagram.
How Airbnb's search returns relevant listings from millions of properties. Shows ML-powered ranking with TensorFlow, Elasticsearch for geospatial queries, real-time Feature Store, Kafka event streaming, Spark for offline feature computation, Redis caching, and A/B testing framework.
Created by
February 9, 2026
Updated
February 13, 2026 at 5:47 PM
Type
architecture
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