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Processes and tools for setting up and registering accounts with managed cloud database services.
Distinct from Cloud Account Administration: Focuses on the initial account registration and access setup for cloud databases rather than ongoing administration or user management.
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This project is a collection of generative AI implementations focused on the development of AI agents, retrieval-augmented generation pipelines, and vector search integration. It provides a framework for connecting managed cloud databases to language models to create context-aware applications. The project covers the orchestration of autonomous agents that use multi-step reasoning and external tools to complete tasks. It includes implementations for semantic retrieval using high-dimensional embeddings and the use of model-agnostic prompting to ensure consistent outputs across different large
Demonstrates the setup of cloud database accounts for storing application data and embeddings.