intel/multimodal-embedding-serving repository overview

⁠Multimodal Embedding Serving Microservice

A CLIP-based Multimodal Embedding Serving microservice enables seamless integration of multimodal understanding into applications by exposing CLIP’s capabilities through OpenAI compliant API. The microservice accepts videos, images and text as input, returning high-dimensional embeddings that capture their semantic content in a shared space. This allows developers to build features such as cross-modal retrieval, visual search, and content recommendation with minimal effort.

The microservice is optimized for performance and scalability, supporting batch processing and deployment on both cloud and edge environments. By abstracting the complexity of model management and inference, the microservice accelerates the adoption of advanced vision-language AI in diverse use cases.

⁠Deploy using Docker Compose

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For more details on deployment, refer to the documentation⁠.

⁠Supported versions

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1.3.2⁠

1.3.1⁠

1.3.0⁠

1.2.3⁠

1.2.2⁠

1.2.1⁠

1.2.0⁠

⁠License Agreement

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Copyright (C) 2025 Intel Corporation.

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0⁠

⁠Legal Information

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Intel, the Intel logo, and Xeon are trademarks of Intel Corporation in the U.S. and/or other countries.

*Other names and brands may be claimed as the property of others.