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Now we have proven you the basics of how RAG works and tips on how to deploy a RAG pipeline using the OPEA framework. Join us on the OPEA GitHub to start contributing or discover our points record for concepts on the place to start. Live Support: A team should be out there to help with any issues that come up throughout the initial utilization of the platform. The Open Platform for Enterprise AI (OPEA) aims to solve those issues by treating each part in the RAG pipeline as a constructing block that is easily interchangeable. On this publish, we’ll clarify the fundamentals of how retrieval augmented era (RAG) improves your LLM’s responses and show you how to simply deploy your RAG-based mostly mannequin utilizing a modular strategy with the open supply building blocks which might be part of the brand new Open Platform for Enterprise AI (OPEA). Explore RAG demo(ChatQnA): Each a part of a RAG system presents its personal challenges, together with ensuring scalability, handling information safety, and integrating with existing infrastructure. When deploying a RAG system in our enterprise, we face multiple challenges, reminiscent of ensuring scalability, handling information safety, and integrating with existing infrastructure. Traditional software migration methods lock companies into a selected infrastructure or working system.  This content　h᠎as  been creat ed with　the he᠎lp ᠎of G​SA᠎ Con᠎tent G​ener ator DE MO

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