Use CLIP out of the box with CaS
CLIP is a powerful embedding model that outputs the similarity between text and images. While it delivers great results, the model in itself is not scalable, and integrating it into existing systems takes time, effort and machine learning knowledge.
CLIP-as-service is an easy-to-use service that is low-latency and highly scalable. It integrates easily into new and existing solutions as a microservice.
Horizontally scale up and down multiple CLIP models on single GPU, with automatic load balancing.
No learning curve, minimalist design on client and server. Intuitive and consistent API for image and sentence embedding.
Async client support. Easily switch between gRPC, HTTP, WebSocket protocols with TLS and compression.