Building Production-Ready RAG Apps

Portkey's collaboration with Hasura aims to enhance the development of production-grade Retrieval Augmented Generation (RAG) applications by unifying private data sources and providing secure data query capabilities. Hasura facilitates the creation of robust data APIs that streamline data retrieval and maintain data synchronization, while Portkey brings DevOps reliability principles to the LLM ecosystem, adding observability and reliability layers to RAG apps. The integration of Portkey's platform ensures efficient management of LLM operations through features like automated fallbacks, load balancing, and semantic caching, which collectively improve application reliability and performance. The joint effort addresses challenges such as secure data access, synchronization complexities, and the need for efficient query management, ultimately saving developers time and effort in constructing secure and scalable LLM applications.

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