Tool-using AI agent for database analysis and data visualization

Build an AI agent that dynamically decides what action to take, calls the tools it needs, observes their results, and loops until it can complete tasks such as querying a database or visualizing data.

From IBM Technology — Essential Skills for Becoming an AI Engineer: RAG, AI Agents, & More at 07:04

Problem: A predefined workflow cannot adapt to changing results or task requirements. An agent can choose its next action dynamically and perform multi-step work with external tools.

For: Organizations that want users to perform data-analysis tasks that would typically require a subject-matter expert.

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