Real Time Context Engineering on Databricks

di Akash Anna Wadhankar (Autore)

Akash Anna Wadhankar, 2026

Context at the Speed of Decision explores how to build fresh, fast and governed context for real time decisions on Databricks. The book introduces a practical approach to separating the preparation path from the decision path, placing each piece of context in the right tier based on freshness, latency and correctness. Using the ShopSphere retail scenario, the book covers five real time decisions including fraud detection, delivery promises, retention offers, recommendations and return approval. It provides step by step implementations across streaming, Declarative Pipelines, Real Time Mode, precomputed features and models, embeddings, knowledge graphs, Lakebase and MCP. The book also focuses on the governance and operational aspects of real time AI, including context contracts, latency budgets, freshness, fallbacks, permissions, observability and drift. Designed for senior engineers, architects and data leaders working with the Databricks Data Intelligence Platform, the book includes 14 chapters, 30 diagrams and charts, hands on builds, 14 exercises and 50 practice questions.

• Autore: Akash Anna Wadhankar
• Anno edizione: 2026
• Editore: Akash Anna Wadhankar
• Formato: EPUB2 con DRMFREE
• Lingua: Inglese
• Compatibilità: Tutti i dispositivi (eccetto Kindle)
• Layout: Reflowable
• EAN: 9798235485945