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Developing AI Apps and Agents on Azure (AI-103日本語版): AI-103 Exam
"Developing AI Apps and Agents on Azure (AI-103日本語版)", also known as AI-103 exam, is a Microsoft Certification. With the complete collection of questions and answers, PrepAwayTest has assembled to take you through 159 Q&As to your AI-103 Exam preparation. In the AI-103 exam resources, you will cover every field and category in Azure AI Engineer Associate Certification helping to ready you for your successful Microsoft Certification.
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Microsoft AI-103日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Implement generative AI solutions | 25-30% | - Optimize and evaluate models
|
| Topic 2: Implement text analysis and information extraction solutions | 10-15% | - Analyze and extract information
|
| Topic 3: Implement agentic solutions | 20-25% | - Manage agent operations
|
| Topic 4: Implement computer vision solutions | 10-15% | - Analyze visual content
|
| Topic 5: Plan and manage Azure AI solutions | 25-30% | - Manage AI solution lifecycle
|
Microsoft Developing AI Apps and Agents on Azure (AI-103日本語版) Sample Questions:
大量の標準的な製品説明文を、迅速かつ一貫性を保ち、かつ低コストで20言語に翻訳するアプリケーションが必要です。テキストは簡潔で、業界特有のニュアンスは含まれていません。どの手法が最適でしょうか？
- A. 20の対象言語それぞれに対して個別に微調整されたモデル
- B. カスタムシステムプロンプトを使用した大規模言語モデル翻訳フロー
- C. Foundry Tools の Azure Translator
- D. Azure AI ドキュメントインテリジェンス
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Microsoft Foundry プロジェクトにチャット アプリがあり、Azure AI Search のベクトル化インデックスがあります。
以下の要件を満たすには、インデックスに接続する必要があります。
複雑な質問では、複数の情報チャンクから情報を取得する必要があります。
複数ターンにわたる会話は、情報検索計画に影響を与える必要がある。
遅延を削減するため、データ取得は並列で実行する必要があります。
どの検索方法を用いるべきでしょうか？
- A. 思考の連鎖
- B. 反復検索
- C. 古典的な検索拡張生成(RAG)
- D. エージェント型検索拡張生成(RAG)
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エージェントを含む Microsoft Foundry プロジェクトがあります。このエージェントは、Foundry Tools の Azure Speech を使用します。
en-usロケール向けにベースラインの音声認識モデルを微調整し、そのモデルを公開します。
エージェントは音声認識REST APIを呼び出し、プロジェクトIDが無効であることを示すエラーメッセージを返します。
プロジェクトプロパティを正しいIDに設定する必要があります。
プロジェクトプロパティはどのような値に設定すべきですか？
- A. プロジェクトのURL
- B. カスタム音声プロジェクトID
- C. プロジェクトID
- D. カスタム音声エンドポイントURL
Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).
ドラッグアンドドロップ問題
サプライヤーから提出された調達文書を処理するMicrosoft Foundryプロジェクトがあります。
Foundry ToolsのAzure Content Understandingを使用して、2つのパイプラインを実装する必要があります。
解決策は以下の要件を満たす必要があります。
- コスト効率の良いパイプラインをサポートする Pipeline1 という名前のパイプラインを含める。
単体PDF形式の請求書を大量に処理する。
- クロスドキュメントをサポートする Pipeline2 という名前のパイプラインを含める
多段階推論と参照データを用いた検証。
各パイプラインはどのように構成すればよいでしょうか？ 回答するには、適切な構成を正しいパイプラインにドラッグしてください。各構成は、1回、複数回、またはまったく使用しない場合があります。コンテンツを表示するには、ペイン間の分割バーをドラッグするか、スクロールする必要がある場合があります。
注：正解ごとに1ポイントが加算されます。
デプロイ済みのチャットモデルに基づいて構築されたカスタマーサポートエージェントを含むMicrosoft Foundryプロジェクトがあります。
エージェントの応答は、生成された回答を保存済みの期待される出力と比較する自動テストシステムを使用して検証されます。自動テストの失敗を防ぐため、同一のプロンプトに対しては一貫した応答が返される必要があります。
質問内容を変更したり、事実の正確性を損なったりすることなく、回答のばらつきを減らす必要があります。
モデルに対して何をすべきでしょうか？
- A. max_tokens パラメータを増やします。
- B. 温度パラメータを上げます。
- C. 温度パラメータを下げます。
- D. リクエストから停止シーケンスを削除します。
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