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| Section | Weight | Objectives |
|---|---|---|
| Implement information extraction and knowledge mining | 10–15% | - Extract structured data from documents
|
| Implement generative AI and agentic solutions | 30–35% | - Build generative AI applications
|
| Implement text and speech analysis solutions | 10–15% | - Implement speech capabilities
|
| Plan and manage Azure AI solutions | 25–30% | - Manage AI solution development lifecycle
|
| Implement computer vision solutions | 10–15% | - Build multimodal solutions
|
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?
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Azure Storage アカウントに、大量の画像ファイルと PDF ドキュメントが保存されています。これらのドキュメントには表形式のデータが含まれています。
テーブルをデータベースにインポートできる構造化された形式に抽出する必要があります。開発作業を最小限に抑えるソリューションが必要です。どのような方法を用いるべきでしょうか?
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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?
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注:このセクションには、同じシナリオと問題に関する複数の質問セットが含まれています。各質問には、問題に対する固有の解決策が提示されています。提示された解決策が、提示された目標を満たしているかどうかを判断する必要があります。セット内の複数の解決策が問題を解決できる場合もあります。また、セット内のどの解決策も問題を解決できない場合もあります。
このセクションの質問に回答すると、前のセクションに戻ることはできません。そのため、これらの質問は復習画面には表示されません。
画像のアップロードを受け付け、抽出した画像テキストを使用して応答を生成する、マルチモーダルなAI生成モデルをお持ちです。
ユーザーが安全でない画像をアップロードしたり、モデルを操作するための隠された指示を画像に埋め込んだりできることが分かります。
リスクを軽減するための対策を実施する必要があります。
解決策:画像を処理する前に、安全でないコンテンツをブロックするように画像モデレーションを設定します。
これは目標を達成していると言えるでしょうか?
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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。
エージェントは、Azure AI Search の Retrieval Augmented Generation (RAG) を使用します。
あなたはPDF形式の製品マニュアルを取り込んでインデックス化する計画を立てています。
意味的類似性マッチングをサポートするソリューションを構築する必要があります。このソリューションは、ユーザーからの質問が製品マニュアルとは異なる表現を使用している場合でも、エージェントが関連データを取得できるようにする必要があります。
どのインデックス作成方法を採用すべきでしょうか?
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