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  • Exam Code: AI-103-JPN
  • Exam Name: Developing AI Apps and Agents on Azure (AI-103日本語版)
  • , Last Updated: Oct 04, 2026
  • Q & A: 159 Questions and Answers
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Microsoft AI-103日本語 Exam Syllabus Topics:

SectionObjectives
Topic 1: Knowledge Mining and Information Retrieval- RAG (Retrieval Augmented Generation) patterns
- Indexing and semantic search
- Azure AI Search configuration
Topic 2: Plan and Manage Azure AI Solutions- Responsible AI principles and governance
- Model selection and lifecycle management
- Azure AI resource provisioning and configuration
Topic 3: Implement Natural Language Processing Solutions- Text analytics and summarization
- Language understanding and intent recognition
- Translation and multilingual support
Topic 4: Implement Computer Vision Solutions- Image classification and object detection
- OCR and document intelligence
Topic 5: Develop Generative AI Applications and Agents- Azure OpenAI Service integration
  • 1. Function calling and tool use
    • 2. Prompt engineering and prompt flow design
      - AI agents architecture
      • 1. Memory and state management
        • 2. Agent orchestration and workflows

          Microsoft Developing AI Apps and Agents on Azure (AI-103日本語版) Sample Questions:

          Question #1

          製品サポートマニュアルをお持ちですね。
          マニュアルに基づいて製品サポートチャットボットを構築する必要があります。開発の手間とコストを最小限に抑えるソリューションが求められます。
          何を使うべきでしょうか?

          • A. Azure AI ドキュメントインテリジェンス
          • B. Azure AI Phi-3-medium(微調整済み)
          • C. Azure AI 言語カスタム質問応答
          • D. Azure AI Search を使用するグラウンディングデータ付き Azure OpenAI GPT-4
          Reveal Solution  Discussion  0

          Correct Answer: D  🗳️

          Explanation: Only visible for ExamsTorrent members. You can sign-up / login (it's free).

          Question #2

          あなたは生産ラインを備えた工場を所有しています。
          生産ラインで作業する従業員の動きを検知・追跡するために、ビデオ映像を分析するソリューションを開発する必要があります。
          ソリューションにはどのサービスを含めるべきでしょうか?

          • A. Foundry ToolsのAzure Visionによる空間分析
          • B. Azure AI Video Indexer
          • C. Azure AI Face
          • D. Foundry Toolsの画像解析におけるAzure Vision
          Reveal Solution  Discussion  0

          Correct Answer: A  🗳️

          Explanation: Only visible for ExamsTorrent members. You can sign-up / login (it's free).

          Question #3

          2026年半ばに、Azure上で全く新しいエージェントアプリケーションの開発を開始し、Foundryエージェントの一般提供されサポートされているエントリーポイントを利用したいと考えています。どのAPIをターゲットにすべきでしょうか?

          • A. LUISランタイムAPI
          • B. 従来のテキスト補完API
          • C. アシスタントAPI
          • D. Foundry Agent Service を介したレスポンス API
          Reveal Solution  Discussion  0

          Correct Answer: D  🗳️

          Explanation: Only visible for ExamsTorrent members. You can sign-up / login (it's free).

          Question #4

          副操縦士は、会話の以前のやり取りに依存する複数の質問に答える必要があります。システムが複雑な質問をそれぞれ焦点を絞ったサブクエリに分割し、それらを並列実行し、回答を作成する前に結果を意味的に再ランク付けするようにしたい場合、Azure AI Search のどの機能がこれを提供しますか?

          • A. 単一キーワードクエリにおけるトップk値の増加
          • B. 高い類似度閾値を持つ単一ベクトルクエリ
          • C. スコアリングプロファイルを使用したクラシックなキーワード検索
          • D. エージェントによる検索
          Reveal Solution  Discussion  0

          Correct Answer: D  🗳️

          Explanation: Only visible for ExamsTorrent members. You can sign-up / login (it's free).

          Question #5

          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、次のアクションを実行するために 2 つのツールを使用します。
          - Azure AI Search を使用して、非公開製品から回答を取得します。
          ドキュメント索引。
          - ウェブ検索ツールを使用して、公開されている情報を取得します。
          インターネット。
          特定の実行において、エージェントがインターネットからのみ情報を確定的に取得するようにする必要があります。
          tool_choiceはどのような値に設定すべきですか?

          • A. 「必須」
          • B. 「車」
          • C. {"type": "azure_ai-search"}
          • D. {"type": "bing_grouding"}
          Reveal Solution  Discussion  0

          Correct Answer: D  🗳️

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