# Agents

AI agents can autonomously process information, make decisions and interact with users or systems. This section explores different use cases for AI agents on Lilypad, providing examples and step-by-step guides on how to build and run them using the network.

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td>AI Oncologist Agent</td><td>A multi-agent system that searches, extracts, and analyzes oncology research papers for key insights.</td><td><a href="/pages/R6PTXMwDGvIarXaZa3Zs">/pages/R6PTXMwDGvIarXaZa3Zs</a></td><td><a href="/files/lgKftAYAAxPkJuOisbIq">/files/lgKftAYAAxPkJuOisbIq</a></td></tr><tr><td>RAG Support Agent</td><td>Retrieves context and generates AI-driven support responses using the Lilypad Network.</td><td><a href="/pages/bccZ2zjXFJt9C5XKvaNF">/pages/bccZ2zjXFJt9C5XKvaNF</a></td><td><a href="/files/kC6w8OFrCtiqSCvOMqRY">/files/kC6w8OFrCtiqSCvOMqRY</a></td></tr><tr><td>HubSpot-LinkedIn Agent</td><td>An agent-based system that monitors HubSpot for recently modified contacts, fetches enriched data from LinkedIn, and updates HubSpot automatically.</td><td><a href="https://docs.lilypad.tech/lilypad/use-cases-agents-and-projects/agents/hubspot-linkedin-agent">https://docs.lilypad.tech/lilypad/use-cases-agents-and-projects/agents/hubspot-linkedin-agent</a></td><td><a href="/files/dMN2w7EnSgWKB5K6fo0F">/files/dMN2w7EnSgWKB5K6fo0F</a></td></tr></tbody></table>


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.lilypad.tech/lilypad/use-cases-agents-and-projects/agents.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.