# Optimizers

Kiln offers a powerful set of optimization techniques to make your AI agents smarter, faster, and cheaper.

Click the "Optimize" tab in the app to explore our optimizers, or browse the docs:

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="image">Cover image</th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>Optimize Prompt</strong></td><td>Improve your prompt using our automatic optimizers or manually.</td><td><a href="/files/CYsusrOr631L4LlBM60z">/files/CYsusrOr631L4LlBM60z</a></td><td><a href="/pages/ZZcdUMMQOzSwNwVTPdqF">/pages/ZZcdUMMQOzSwNwVTPdqF</a></td></tr><tr><td><strong>Compare Models</strong></td><td>Compare models to find the best quality/cost tradeoff for your task.</td><td><a href="/files/kJti9HACvdgX2vjtVpml">/files/kJti9HACvdgX2vjtVpml</a></td><td><a href="https://kiln.tech/model_library">https://kiln.tech/model_library</a></td></tr><tr><td><strong>Fine-Tuning</strong></td><td>Train a custom model for your task.</td><td><a href="/files/reaAySjXgTjdVkcX2Tzy">/files/reaAySjXgTjdVkcX2Tzy</a></td><td><a href="/pages/d10ZmwweJ8LYSmlXiLB6">/pages/d10ZmwweJ8LYSmlXiLB6</a></td></tr><tr><td><strong>Docs &#x26; Search (RAG)</strong></td><td>Let agents search for relevant knowledge.</td><td><a href="/files/opZURxUeL4URf4LA99i5">/files/opZURxUeL4URf4LA99i5</a></td><td><a href="/pages/Dtsf7EZfJgPB9VbSUiae">/pages/Dtsf7EZfJgPB9VbSUiae</a></td></tr><tr><td><strong>Tools &#x26; MCP</strong></td><td>Add tools like web-search, code sandboxes, and more.</td><td><a href="/files/DrxYj7KvQVl0GRHKPQea">/files/DrxYj7KvQVl0GRHKPQea</a></td><td><a href="/pages/qmzsaLmyoO8DcirfJpAK">/pages/qmzsaLmyoO8DcirfJpAK</a></td></tr><tr><td><strong>Agents</strong></td><td>Allow your task to call sub-agents and perform work.</td><td><a href="/files/HUfoCrZmOkhj4AOFybMJ">/files/HUfoCrZmOkhj4AOFybMJ</a></td><td><a href="/pages/6X2jCKYVfnoJLkVMp41g">/pages/6X2jCKYVfnoJLkVMp41g</a></td></tr><tr><td><strong>Skills</strong></td><td>Dynamically load prompts for the current goal.</td><td><a href="/files/i9dLTP89QBsUoc0d1bUJ">/files/i9dLTP89QBsUoc0d1bUJ</a></td><td></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.kiln.tech/docs/optimizers.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.