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Menjelaskan sel kode dengan bantuan Gemini
Dokumen ini menjelaskan cara menggunakan Gemini di Colab Enterprise, yang merupakan produk dalam portofolio Gemini untuk Google Cloud, untuk membantu Anda menjelaskan sel kode di notebook Colab Enterprise.
Dokumen ini ditujukan untuk analis data, data scientist, dan
developer data yang menggunakan Colab Enterprise. Hal ini mengasumsikan bahwa Anda memiliki
pengetahuan tentang cara menulis kode di lingkungan notebook.
Ringkasan
Gemini di Colab Enterprise dapat membantu Anda menjelaskan sel kode
di notebook Colab Enterprise. Anda mungkin ingin melakukannya saat bekerja
dengan notebook orang lain dan ingin memahami dengan cepat fungsi
kode tersebut. Atau, Anda mungkin perlu mengingatkan diri sendiri cara kerja bagian notebook setelah lama tidak mengerjakannya.
Setelah mendapatkan penjelasan tentang sel kode, Anda dapat menjelajahi cuplikan kode yang disertakan dan meninjau sumbernya. Anda juga dapat menggunakan dialog chat
Jelaskan kode untuk membahas kode dan mengajukan pertanyaan lanjutan.
Untuk mengetahui detail selengkapnya, lihat Menjelaskan sel kode.
Sign in to your Google Cloud account. If you're new to
Google Cloud,
create an account to evaluate how our products perform in
real-world scenarios. New customers also get $300 in free credits to
run, test, and deploy workloads.
Enable the Vertex AI, Cloud AI Companion, Dataform, and Compute Engine APIs.
Untuk mendapatkan izin yang Anda perlukan untuk menggunakan Gemini di Colab Enterprise, minta administrator untuk memberi Anda peran IAM berikut di project:
Di menu Region, pilih region yang berisi notebook Anda.
Klik notebook yang ingin Anda buka.
Di notebook Anda, klik sel kode yang berisi kode.
Klik
sparkFitur AI yang tersedia, lalu klik Jelaskan kode.
Dialog chat Jelaskan kode akan muncul yang menyertakan
penjelasan kode Anda.
Baca penjelasannya, jelajahi cuplikan kode contoh,
dan tinjau sumbernya. Gunakan dialog chat ini untuk membahas kode dan
mengajukan pertanyaan lanjutan.
Untuk menutup dialog Jelaskan kode, klik
closeTutup.
Menonaktifkan Gemini di Colab Enterprise
Untuk menonaktifkan Gemini di Colab Enterprise untuk
Google Cloud project, administrator harus menonaktifkan
Gemini for Google Cloud API. Lihat
Menonaktifkan layanan.
[[["Mudah dipahami","easyToUnderstand","thumb-up"],["Memecahkan masalah saya","solvedMyProblem","thumb-up"],["Lainnya","otherUp","thumb-up"]],[["Sulit dipahami","hardToUnderstand","thumb-down"],["Informasi atau kode contoh salah","incorrectInformationOrSampleCode","thumb-down"],["Informasi/contoh yang saya butuhkan tidak ada","missingTheInformationSamplesINeed","thumb-down"],["Masalah terjemahan","translationIssue","thumb-down"],["Lainnya","otherDown","thumb-down"]],["Terakhir diperbarui pada 2025-09-04 UTC."],[],[],null,["# Explain code cells with Gemini assistance\n=========================================\n\n|\n| **Preview**\n|\n|\n| This feature is subject to the \"Pre-GA Offerings Terms\" in the General Service Terms section\n| of the [Service Specific Terms](/terms/service-terms#1).\n|\n| Pre-GA features are available \"as is\" and might have limited support.\n|\n| For more information, see the\n| [launch stage descriptions](/products#product-launch-stages).\n\nThis document describes how you can use\nGemini in Colab Enterprise, which is a product\nin the [Gemini for Google Cloud](/gemini/docs/overview) portfolio,\nto help you explain code cells in a Colab Enterprise notebook.\n\nLearn [how and when Gemini\nfor Google Cloud uses your data](/gemini/docs/discover/data-governance).\n\nThis document is intended for data analysts, data scientists, and\ndata developers who work with Colab Enterprise. It assumes you have\nknowledge of how to write code in a notebook environment.\n\nOverview\n--------\n\nGemini in Colab Enterprise can help you explain code cells\nin a Colab Enterprise notebook. You might want to do this when you're working\nwith someone else's notebook and want to get a quick understanding of what\nthe code does. Or you might need to remind yourself how parts of your notebook\nwork after a long period of time without working on it.\n\nAfter you get an explanation of a code cell, you can browse any\nincluded code snippets and review the sources. You can also use the\n**Explain code** chat dialog to discuss the code and ask follow-up questions.\nFor more details, see [Explain a code cell](#explain).\n\nBefore you begin\n----------------\n\n| As an early-stage technology, Gemini for Google Cloud\n| products can generate output that seems plausible but is factually incorrect. We recommend that you\n| validate all output from Gemini for Google Cloud products before you use it.\n| For more information, see\n| [Gemini for Google Cloud and responsible AI](/gemini/docs/discover/responsible-ai).\n\n1. [Ensure that\n Gemini in Colab Enterprise is set up for your\n Google Cloud user account and project.](/gemini/docs/colab/set-up-gemini)\n- Sign in to your Google Cloud account. If you're new to Google Cloud, [create an account](https://console.cloud.google.com/freetrial) to evaluate how our products perform in real-world scenarios. New customers also get $300 in free credits to run, test, and deploy workloads.\n-\n\n\n Enable the Vertex AI, Cloud AI Companion, Dataform, and Compute Engine APIs.\n\n\n [Enable the APIs](https://console.cloud.google.com/flows/enableapi?apiid=aiplatform.googleapis.com, cloudaicompanion.googleapis.com, dataform.googleapis.com, compute.googleapis.com)\n\n-\n\n\n Enable the Vertex AI, Cloud AI Companion, Dataform, and Compute Engine APIs.\n\n\n [Enable the APIs](https://console.cloud.google.com/flows/enableapi?apiid=aiplatform.googleapis.com, cloudaicompanion.googleapis.com, dataform.googleapis.com, compute.googleapis.com)\n\n### Required roles\n\n\nTo get the permissions that\nyou need to use Gemini in Colab Enterprise,\n\nask your administrator to grant you the\nfollowing IAM roles on the project:\n\n- [Colab Enterprise User](/iam/docs/roles-permissions/aiplatform#aiplatform.colabEnterpriseUser) (`roles/aiplatform.colabEnterpriseUser`)\n- [Gemini for Google Cloud User](/iam/docs/roles-permissions/cloudaicompanion#cloudaicompanion.user) (`roles/cloudaicompanion.user`)\n\n\nFor more information about granting roles, see [Manage access to projects, folders, and organizations](/iam/docs/granting-changing-revoking-access).\n\n\nYou might also be able to get\nthe required permissions through [custom\nroles](/iam/docs/creating-custom-roles) or other [predefined\nroles](/iam/docs/roles-overview#predefined).\n| One or more of the required roles includes the `dataform.repositories.list` permission. Users who are granted the `dataform.repositories.list` permission or the [Code Creator\n| (`roles/dataform.codeCreator`)](/iam/docs/understanding-roles#dataform.codeCreator) role in a project can list the names of code assets in that project by using the Dataform API or the Dataform command-line interface (CLI). Non-administrators using BigQuery Studio can only see code assets that they created or that were shared with them.\n\nExplain a code cell\n-------------------\n\nTo explain a code cell using Gemini for Google Cloud,\ndo the following:\n\n1. In the Google Cloud console, go to\n the Colab Enterprise **My notebooks** page.\n\n [Go to My notebooks](https://console.cloud.google.com/vertex-ai/colab/notebooks)\n2. In the **Region** menu, select the region that contains your notebook.\n\n3. Click the notebook that you want to open.\n\n4. In your notebook, click a code cell that has code in it.\n\n5. Click\n spark **Available\n AI features** , and then click **Explain code**.\n\n An **Explain code** chat dialog appears that includes\n an explanation of your code.\n6. Read through the explanation, browse the example code snippets,\n and review the sources. Use this chat dialog to discuss the code and\n ask follow-up questions.\n\n7. To close the **Explain code** dialog, click\n close **Close**.\n\nTurn off Gemini in Colab Enterprise\n-----------------------------------\n\n\nTo turn off Gemini in Colab Enterprise for a\nGoogle Cloud project, an administrator must turn off the\nGemini for Google Cloud API. See\n[Disabling services](/service-usage/docs/enable-disable#disabling).\n\n\nTo turn off Gemini in Colab Enterprise for a specific user, an\nadministrator needs to revoke the\n[Gemini for\nGoogle Cloud User](/iam/docs/understanding-roles#cloudaicompanion.user) (`roles/cloudaicompanion.user`) role for that user. See\n[Revoke\na single IAM role](/iam/docs/granting-changing-revoking-access#revoke-single-role).\n\nWhat's next\n-----------\n\n- Read the [Gemini for Google Cloud\n overview](/gemini/docs/overview).\n\n- For more ways to write and edit code with Gemini\n assistance, see the following:\n\n - [Chat about your notebook with Gemini](/colab/docs/chat)\n - [Use code completion and code generation](/colab/docs/use-code-completion)\n - [Explain and fix errors](/colab/docs/explain-errors)\n - [Use the Data Science Agent](/colab/docs/use-data-science-agent)\n- Learn [how Gemini for Google Cloud uses\n your data](/gemini/docs/discover/data-governance)."]]
