Shypd.aiThe largest open index of AI toolsclip-as-service is an AI Frameworks & Infra tool that provides scalable embedding, reasoning, and ranking for images and sentences using CLIP. It offers low-latency and high-scalability as a microservice.
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clip-as-service is an open-source tool designed for scalable embedding, reasoning, and ranking of images and text using the CLIP model. It can be easily integrated as a low-latency, high-scalability microservice into neural search solutions. Key features include fast serving of CLIP models with TensorRT, ONNX runtime, and PyTorch, offering up to 800QPS. It supports elastic scaling of multiple CLIP models on a single GPU with automatic load balancing. The tool provides an easy-to-use, minimalist API for both image and sentence embedding, supporting async clients and various protocols like gRPC, HTTP, and WebSocket. It also integrates smoothly with the Jina and DocArray neural search ecosystem, enabling the rapid building of cross-modal and multi-modal solutions.
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