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What is Open Platform for Enterprise AI (OPEA) and RAG Flow

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Brandon Lee
(@brandon-lee)
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Below is the TL;DR covering what is open platform for Enterprise AI and the RAG flow:

  1. Formation of OPEA: OPEA is a collaborative initiative under the LF AI & Data Foundation, aiming to foster the adoption of open generative AI technologies and develop flexible, scalable systems. It leverages open-source innovation across different ecosystems. It is made up of Intel, VMware, Linux Foundation, and others.

  2. Contributing Members: Several prominent companies and organizations like Intel, VMware, Hugging Face, Red Hat, and SAS are part of this initiative. Their involvement is expected to enhance interoperability among their products and services.

  3. Purpose and Framework: OPEA focuses on creating frameworks for various aspects of generative AI, including training, data storage, and prompt management. It also includes an assessment system for grading the performance and trustworthiness of generative AI systems and provides blueprints for constructing RAG (Retrieval-Augmented Generation) component stacks and workflows.

  4. Intel’s Role: Intel is contributing significantly with a technical conceptual framework, reference implementations for deploying generative AI on their processors, and increased infrastructure capacity in their Developer Cloud to support AI acceleration and ecosystem development.

  5. Importance of RAG: The initiative emphasizes the value of Retrieval-Augmented Generation, which enhances the reliability of generative AI by verifying data against real-world information. This approach helps prevent the generation of misleading or inaccurate AI responses and utilizes existing data repositories more effectively.

  6. Participation: Organizations interested in contributing to OPEA can do so via GitHub or by contacting the initiative directly.

SOURCE: https://www.techrepublic.com/article/intel-linux-enterprise-generative-ai-platform/

 
Posted : 17/04/2024 3:55 pm