> For the complete documentation index, see [llms.txt](https://phinity.gitbook.io/phinity/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://phinity.gitbook.io/phinity/readme.md).

# Welcome

Phinity is a synthetic data generation SDK designed to help you create high-quality, verifiable datasets for LLM development and evaluation.

[Github](https://github.com/phinitylabs/phinitydata/tree/main?tab=readme-ov-file)

### Jump right in

<table data-view="cards"><thead><tr><th></th><th></th><th data-type="content-ref"></th><th data-hidden data-card-cover data-type="files"></th><th data-hidden></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td>Quick Start</td><td>Generate your first dataset</td><td><a href="/pages/CyH2xJQs9yWJ1S8BYNav">/pages/CyH2xJQs9yWJ1S8BYNav</a></td><td></td><td></td><td></td></tr><tr><td><strong>In-domain SFT</strong></td><td>Generate QA pairs grounded in your domain context and documents</td><td><a href="/pages/e9ZWX0DNQ22wJTCZjyW7">/pages/e9ZWX0DNQ22wJTCZjyW7</a></td><td></td><td></td><td><a href="/pages/CyH2xJQs9yWJ1S8BYNav">/pages/CyH2xJQs9yWJ1S8BYNav</a></td></tr><tr><td><strong>RAG benchmark</strong></td><td>Generate single-hop and multi-hop retrieval test sets with QA pairs from your documents.</td><td><a href="/pages/cEHgDv7NGBquDGHeLyQ4">/pages/cEHgDv7NGBquDGHeLyQ4</a></td><td></td><td></td><td><a href="/pages/7aUFmnCMx9m4smGncsXL">/pages/7aUFmnCMx9m4smGncsXL</a></td></tr><tr><td><strong>Read about synthetic data best practices (coming soon)</strong></td><td>How to generate diverse, high quality data for your domain without collapse</td><td><a href="/pages/JjjojIyKxaiBPzzLwvtg">/pages/JjjojIyKxaiBPzzLwvtg</a></td><td></td><td></td><td><a href="/pages/JjjojIyKxaiBPzzLwvtg">/pages/JjjojIyKxaiBPzzLwvtg</a></td></tr></tbody></table>


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# Agent Instructions
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## Querying This Documentation
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Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
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