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src/content/docs/agents/concepts/what-are-agents.mdx

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import { Render } from "~/components";
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### What are agents?
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### What are agents
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An agent is an AI system that can autonomously execute tasks by making decisions about tool usage and process flow. Unlike traditional automation that follows predefined paths, agents can dynamically adapt their approach based on context and intermediate results. Agents are also distinct from co-pilots (e.g. traditional chat applications) in that they can fully automate a task, as opposed to simply augmenting and extending human input.
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An agent is an AI system that can autonomously execute tasks by making decisions about tool usage and process flow. Unlike traditional automation that follows predefined paths, agents can dynamically adapt their approach based on context and intermediate results. Agents are also distinct from co-pilots (for example, traditional chat applications) in that they can fully automate a task, as opposed to simply augmenting and extending human input.
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- **Agents** → non-linear, non-deterministic (can change from run to run)
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- **Workflows** → linear, deterministic execution paths
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- **Co-pilots** → augmentative AI assistance requiring human intervention
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### Example: Booking vacations
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If this is your first time working with, or interacting with agents, this example will illustrate how an agent works within a context like booking a vacation. If you are already familiar with the topic, read on.
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If this is your first time working with, or interacting with agents, this example will illustrate how an agent works within a context like booking a vacation. If you are already familiar with the topic, read on.
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Imagine you're trying to book a vacation. You need to research flights, find hotels, check restaurant reviews, and keep track of your budget.
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![An agent diagram](~/assets/images/agents/agent-workflow.svg)
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An agents can dynamically generate an itinerary and execute on booking reservations, similarly to what you would expect from a travel agent.
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An agents can dynamically generate an itinerary and execute on booking reservations, similarly to what you would expect from a travel agent.
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### Three primary components of agent systems:
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