# README

{% hint style="success" %}
Studying this documentation will help you fully leverage the potential of Karsa Labelizer. If you can't find an answer, try using the **AI assistant that searches this knowledge base**, which is often able to provide excellent responses. For any further questions, don't hesitate to contact us at **<support@karsa.ai>**.
{% endhint %}

## Why This Documentation?

It provides you with **understanding** of principles, **detailed guides** for configuration, **strategic recommendations**, and **practical tips** for analysis and optimization.

## Key Documentation Sections:

* [**I. Introduction to Karsa Labelizer**](https://doc.karsa.ai/i.-introduction-to-karsa-labelizer/what-is-karsa-labelizer): What Karsa Labelizer is and why segmentation matters.
* [**II. First Steps**](https://doc.karsa.ai/ii.-first-steps/interface-overview): Interface, service lifecycle, quick start.
* [**III. Cluster Designer**](https://github.com/MJezek6/Labelizer-KB-EN/blob/Main/iii.-cluster-designer-creating-clusterization): Design and configuration of clusterization strategies.
* [**IV. Analysis and Optimization**](https://github.com/MJezek6/Labelizer-KB-EN/blob/Main/iv.-analysis-and-optimization): Report interpretation and optimization.
* [**V. Deployment and Strategy**](https://github.com/MJezek6/Labelizer-KB-EN/blob/Main/v.-deployment-and-strategy): Production deployment, PMax integration, post-deployment optimization.
* [**VI. Troubleshooting and FAQ**](https://github.com/MJezek6/Labelizer-KB-EN/blob/Main/vi.-troubleshooting-and-faq/common-issues.md): Answers and solutions.
* [**VII. Appendices**](https://doc.karsa.ai/vii.-appendices/glossary): Glossary of terms and additional resources.

## Recommendations for Getting Started:

1. [**What is Karsa Labelizer?**](https://doc.karsa.ai/i.-introduction-to-karsa-labelizer/what-is-karsa-labelizer)
2. [**Service Lifecycle**](https://doc.karsa.ai/ii.-first-steps/service-lifecycle)
3. [**Quick Start**](https://doc.karsa.ai/ii.-first-steps/quick-start)
4. [**Parameter Selection Strategy**](https://github.com/MJezek6/Labelizer-KB-EN/blob/Main/iii.-cluster-designer-creating-clusterization/parameter-selection/parameter-selection-strategy.md)

We wish you great success with Karsa Labelizer!


---

# 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://doc.karsa.ai/readme.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.
