AI and Python Lecture Technology Note (Japanese Edition) Kindle Edition

★★★★★ 4.6 47 reviews
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Management number 220802732 Release Date 2026/05/03 List Price $90.00 Model Number 220802732
Category
  1. Kindle Store
  2. Kindle eBooks
  3. Computers & Technology
  4. Computer Science
  5. Artificial Intelligence
  6. Generative AI

本書は、「ユーザー入力 → 関連判例検索 → 要約提示」を実現するAIアプリの構築を軸に、初級から本番運用レベルまで段階的に学ぶ実践教材である。前半では、PythonとLLMを活用し、ベクトル検索によって関連判例を抽出し要約する基本構成を解説する。ローカルJSONによる簡易検索から始め、FastAPIでAPI化するまでを体験し、AI・Pythonの基礎理解を固める。中盤では、PostgreSQL＋pgvectorを用いたデータベース型検索へ発展させ、Embedding生成、類似検索、RAG構成の実装を学ぶ。さらにDify連携やFAISSによるベクトル管理、PDF一括読み込み、テキスト分割、Embedding保存、LLM回答生成までを体系化し、検索AIの設計思想を深く理解する。後半では、企業向けナレッジ検索システムへ発展させ、ChromaDBやpgvector、本番API設計を実装する。JWT認証、テナント分離、Redisキャッシュ、完全非同期処理、SQLAlchemy async対応など、実務で求められるセキュリティ・性能最適化まで扱う。最終的には、RAGを中核とした企業運用レベルのAI検索基盤を設計・構築できる力を養う構成となっている。 Read more

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Language Japanese
File size 7.0 MB
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Publication date February 15, 2026
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AI and Python Lecture Technology Note (Japanese Edition) Kindle Edition

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