# ParsBench Documentation

> ParsBench provides toolkits for benchmarking LLMs and evaluating AI applications in the Persian language.

ParsBench provides toolkits for benchmarking LLMs and evaluating AI applications (chatbots, agents) in the Persian language. It ships ready-made Persian benchmark tasks with datasets, and an app evaluation layer with Persian-aware normalization (digit scripts, rial/toman amounts, Jalali/Gregorian dates, ZWNJ spacing) for testing your own Persian AI product in CI.

## Getting started

- [Overview](https://parsbench.github.io/ParsBench/index.md): What ParsBench is and why it exists
- [Getting Started](https://parsbench.github.io/ParsBench/getting-started/index.md): Installation, first app evaluation, first benchmark

## App evaluation

- [Overview & Quickstart](https://parsbench.github.io/ParsBench/app-eval/index.md): Overview and 60-second quickstart
- [CI & Regression Tracking](https://parsbench.github.io/ParsBench/app-eval/ci/index.md)
- [Generating Goldens](https://parsbench.github.io/ParsBench/app-eval/generating-goldens/index.md)
- [Goldens & Checks](https://parsbench.github.io/ParsBench/app-eval/goldens/index.md)
- [Framework Integrations](https://parsbench.github.io/ParsBench/app-eval/integrations/index.md)
- [The Judge](https://parsbench.github.io/ParsBench/app-eval/judge/index.md)
- [Persian Normalization](https://parsbench.github.io/ParsBench/app-eval/normalization/index.md)
- [Multi-turn Simulation](https://parsbench.github.io/ParsBench/app-eval/simulation/index.md)
- [The Viewer](https://parsbench.github.io/ParsBench/app-eval/viewer/index.md)

## Benchmarking

- [Advanced](https://parsbench.github.io/ParsBench/tutorial/advanced/index.md)
- [Benchmarks](https://parsbench.github.io/ParsBench/tutorial/benchmarks/index.md)
- [Models](https://parsbench.github.io/ParsBench/tutorial/models/index.md)
- [Tasks](https://parsbench.github.io/ParsBench/tutorial/tasks/index.md)

## Examples

- [Examples](https://parsbench.github.io/ParsBench/examples/index.md): Runnable examples and industry scenarios

## API reference

- [App Evaluation](https://parsbench.github.io/ParsBench/code_reference/appeval/index.md)
- [Benchmarks](https://parsbench.github.io/ParsBench/code_reference/benchmarks/index.md)
- [Integrations](https://parsbench.github.io/ParsBench/code_reference/integrations/index.md)
- [Models](https://parsbench.github.io/ParsBench/code_reference/models/index.md)
- [Scores](https://parsbench.github.io/ParsBench/code_reference/scores/index.md)
- [Tasks](https://parsbench.github.io/ParsBench/code_reference/tasks/index.md)

## Optional

- [Contribution](https://parsbench.github.io/ParsBench/contribution/index.md): How to contribute
- [Changelog](https://parsbench.github.io/ParsBench/changelog/index.md): Release history
- [Donation](https://parsbench.github.io/ParsBench/donation/index.md): Supporting the project