Robust Intelligence Partners With Pinecone to Secure Retrieval-Augmented Generation (RAG) AI Applications [Yahoo! Finance]
JP Morgan Chase & Co. (JPM)
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Source: Yahoo! Finance
Pinecone to integrate with Canopy, their open-source framework which simplifies the development of retrieval-augmented generation (RAG) applications. Retrieval-augmented generation is one of the leading techniques developers employ to enrich their AI applications with more contextually relevant information by connecting LLMs to vector databases. Nevertheless, developing and securing a RAG application can be challenging. There are several complex components as well as potential safety and security risks to manage. Common examples of these risks include data exfiltration and injection attacks, data poisoning, and sensitive information leakage. Pinecone announced the release of Canopy in late 2023 as an easy answer to the complexities of RAG application development. It includes components for data embedding, query optimization, context retrieval, and more. It works with the Pinecone vector database and enables developers to have a production-ready RAG application running in less than
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