What is an AI agent?

Langchain··Submitted by Mads Kristian Nylund
AI DevelopmentAI InfrastructureAI-agents

An AI agent is a system that uses a large language model to dynamically control an application's execution, with varying levels of autonomy based on the model's control over the process. The distinction between agents and workflows lies in the degree of control and flexibility, with agents offering greater autonomy and the need for robust tooling for observability and safe execution. The right level of autonomy depends on the task, tools, and team capabilities, and the Agent Development Lifecycle (ADLC) helps evaluate and improve agents through stages like build, test, deploy, and monitor.

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