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Updated: Sep 05, 2026
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| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Developing AI Apps and Agents on Azure |
| Exam Number: | AI-103 |
| Available Languages: | English |
| Certificate Validity Period: | 1 year |
| Passing Score: | 700 |
| Exam Format: | Case study, Multiple choice, Scenario-based, Hands-on labs |
| Related Certifications: | Microsoft Certified: Azure AI Apps and Agents Developer Associate |
| Exam Duration: | 100 minutes |
| Exam Price: | $165 USD |
| Real Exam Qty: | 40-60 |
| Sample Questions: | Microsoft AI-103日本語 Sample Questions |
| Exam Way: | Online proctored or test center |
| Pre Condition: | Experience with Python programming and familiarity with Azure AI services, generative AI, and Microsoft Foundry is recommended. |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/ai-103 |
| Section | Weight | Objectives |
|---|---|---|
| Implement text analysis and information extraction solutions | 10-15% | - Analyze and extract information
|
| Plan and manage Azure AI solutions | 25-30% | - Plan Azure AI resources
|
| Implement computer vision solutions | 10-15% | - Analyze visual content
|
| Implement agentic solutions | 20-25% | - Build AI agents
|
| Implement generative AI solutions | 25-30% | - Develop generative AI applications
|
Question 1
Azure OpenAIリソースを含むAzureサブスクリプションをお持ちです。
与えられた商品説明から商品名を提案するアプリを開発する必要があります。
どのモデルを使用すべきですか?
A. DALL-E
B. ささやき
C. 埋め込み
D. GPT-4
Question 2
あなたは、一般公開されているウェブサイトからユーザーが生成した動画やテキストを処理する新しい販売システムを開発しています。
あなたは、ユーザーのデータが販売システムによって処理されたことをユーザーに通知する予定です。
これは、責任あるAIの原則のうち、どれを満たすのに役立ちますか?
A. 包括性
B. 透明性
C. 信頼性と安全性
D. 公平性
Question 3
ホットスポットに関する質問
あなたはMicrosoft Foundryプロジェクトを持っています。
- 次の条件を満たすカスタマーサポートエージェントを作成する必要があります
要件:
- 厳選された社内ポリシー文書に保存されている回答のみを根拠とする
リポジトリ
- 複数のチャットセッション間で顧客の設定を保持します
エージェントはどのように設定すればよいですか?回答するには、回答欄で適切なオプションを選択してください。
注:正解ごとに1ポイントが加算されます。
Question 4
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. 「車」
B. {"type": "azure_ai-search"}
C. {"type": "bing_grouding"}
D. 「必須」
Question 5
ドラッグアンドドロップ問題
デプロイ済みのチケットトリアージエージェントを含むMicrosoft Foundryプロジェクトがあります。
エージェントがツールを必要とする場合でも、ツールを呼び出さずに応答することがあるということに気づくでしょう。
エージェントが実行中にツールを呼び出すようにする必要があります。
Pythonコードを完成させるにはどうすればよいでしょうか?適切な値を正しいターゲットにドラッグして答えてください。各値は1回、複数回、または全く使用され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。
Solutions:
| Question 1 Answer: D | Question 2 Answer: B | Question 3 Answer: Only visible for members | Question 4 Answer: C | Question 5 Answer: Only visible for members |
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