> For the complete documentation index, see [llms.txt](https://docs.geopard.tech/geopard-tutorials/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.geopard.tech/geopard-tutorials/ar/jwlh-almntj-ttbyq-alwyb/geopard-mcp/tnzyf-wmaayrh-byanat-alghlh.md).

# تنظيف ومعايرة بيانات الغلة

تعرّف على كيفية ضمان تنظيف ومعايرة مجموعات بيانات الغلة بشكل سليم إحصائيًا باستخدام نموذج لغة كبيرة مع GeoPard MCP.

في حالة الاستخدام هذه، نعمل مع مجموعات بيانات الغلة لفهم توزيع وجودة البيانات المحصودة عبر الحقل. باستخدام GeoPard MCP المتصل، يسترجع نموذج لغوي كبير ملخصات إحصائية لمجموعة بيانات الغلة الأصلية، ويكتشف المخالفات أو ضوضاء المستشعر، ويحدد أين يلزم التنظيف أو المعايرة.

بمجرد اكتمال فحوصات الجودة، يفعّل نموذج لغوي كبير سير عمل التنظيف والمعايرة في GeoPard MCP باستخدام المعلمات المثلى.

{% hint style="success" %}
تأكد من أن GeoPard MCP متصل قبل تشغيل سير العمل هذا. تفاصيل الإعداد موضحة [هنا](/geopard-tutorials/ar/jwlh-almntj-ttbyq-alwyb/geopard-mcp/alatsal-b-geopard-mcp.md).
{% endhint %}

## مجموعة بيانات غلة واحدة

{% @arcade/embed url="<https://app.arcade.software/share/Zjf8Hpwf0Ykij1Dl5r4L>" flowId="Zjf8Hpwf0Ykij1Dl5r4L" %}

### قبل

<figure><img src="https://2518643298-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYICBELdyAXXebKAzfLOR%2Fuploads%2FBTboCq739Ds6EWIoN8YI%2Fimage.png?alt=media&amp;token=d7b2b51d-a67b-43c1-9a57-7e9338abc93a" alt=""><figcaption></figcaption></figure>

### بعد

<figure><img src="https://2518643298-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYICBELdyAXXebKAzfLOR%2Fuploads%2FcIBWxG32gH31rkN45Cq9%2Fimage.png?alt=media&amp;token=970b3cd3-1a7c-438d-bac0-a2db73d146de" alt=""><figcaption></figcaption></figure>

## معايرة مجموعة بيانات الغلة دفعة واحدة

{% @arcade/embed url="<https://app.arcade.software/share/bibREyFI1hqQvPk7rBFq>" flowId="bibREyFI1hqQvPk7rBFq" %}

### قبل

<figure><img src="https://2518643298-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYICBELdyAXXebKAzfLOR%2Fuploads%2FUATNQLP0u88zsnlLkAAm%2Fimage.png?alt=media&amp;token=a85329be-0cb9-4c38-88c5-8b591638edf9" alt=""><figcaption></figcaption></figure>

### بعد

<figure><img src="https://2518643298-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYICBELdyAXXebKAzfLOR%2Fuploads%2Fimu4ak8G06puVVlpSS6w%2Fimage.png?alt=media&amp;token=51ec2b97-fa4e-403a-af7c-e68506a872c7" alt=""><figcaption></figcaption></figure>


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

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

Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters:

```
GET https://docs.geopard.tech/geopard-tutorials/ar/jwlh-almntj-ttbyq-alwyb/geopard-mcp/tnzyf-wmaayrh-byanat-alghlh.md?ask=<question>&goal=<user_goal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is what the user is ultimately trying to achieve, the reason they need the answer. Sharing it helps GitBook give you a better, more relevant answer. A goal is most helpful when it describes the outcome the user wants rather than restating the question. For example, with `ask=how do I create an API token`, a goal like `automate deployments from our CI pipeline` lets GitBook tailor the answer to that use case.

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.