The rapid advancement of artificial intelligence (AI) has ushered in the era of new applications and AI agents capable of performing complex tasks across various industries. However, developing these sophisticated applications presents significant data challenges, including managing unstructured data, ensuring low- latency access to large language models (LLMs), and maintaining data security and privacy. Couchbase Capella™ offers a comprehensive solution to these and other foundational data challenges for modern applications. It provides a unified platform that integrates data management for transactions, operational analytics, mobile edge solutions, AI model hosting, vectorization, and AI agent orchestration and governance. Additionally, it is a data platform that can bridge the worlds of generative and predictive AI for agents to make effective and reliable predictions that can drive business outcomes. This paper provides a deep dive into the Capella architecture and how it facilitates the development of modern applications and AI agents, detailing the functionalities of key services and highlighting the anticipated benefits for enterprises.

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