Overview

This brain compiles Google Cloud’s Generative AI sample repository into four interlinked grammars. Use the graph view to see them connect.

1. Concepts

Thematic Maps of Content. Start here to learn an area.

• Getting Started
• Gemini Capabilities
• Prompt Engineering
• Function Calling & Tools
• Agents & ADK
• Agent Engine
• RAG & Grounding
• Vertex AI Search
• Embeddings & Vector Search
• Vision
• Audio & Speech
• Multimodal Live API
• Image & Video Generation
• Evaluation
• Tuning & Customization
• Open & Partner Models
• Responsible AI
• Translation
• MLOps & Deployment
• Applied Use Cases

2. Source pages

One page per notebook, mirroring the repo tree, with distilled code patterns, models/APIs, gotchas, and best practices. Browse by area:

• Gemini Notebooks (205)
• Agents & ADK Notebooks (27)
• Open Models Notebooks (27)
• Vertex AI Search Notebooks (20)
• Embeddings & Vector Search Notebooks (15)
• Audio Notebooks (9)
• Vision Notebooks (7)
• SDK Notebooks (2)
• Translation Notebooks (2)
• Partner Models Notebooks (1)
• Tools Notebooks (1)
• Workshops Notebooks (1)

3. Entities

Models, APIs, and SDKs — each links to every notebook that uses it. See the entities index.

4. Best practices

Distilled, source-cited guidance per theme. See the map.

Plus

• Diagram Catalog — architecture diagrams & screenshots, embedded in pages
• Repository Docs — the repo’s markdown docs, readable in-vault
• Sample Apps — deployable sample applications

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