ADK-S01Axalon Original
RAG & Knowledge Agents
Taught by Dan King, 4x Google Trainer of the Year
2 daysILTIntermediateLoading...
RAGGraphRAG2 Days
Public class policy: Classes run with a minimum of 6 participants. If minimum enrollment isn't reached, you'll be notified 7 days before with options to transfer or receive a full refund.
Overview
Build agents with retrieval-augmented generation. Day 1: RAG fundamentals—pipelines, agentic RAG, retrieval strategies. Day 2: Advanced knowledge integration—GraphRAG, vector search, AlloyDB embeddings.
What You'll Learn
- Design RAG pipelines for agent applications
- Implement agentic RAG with dynamic retrieval
- Use Gemini File Search for document RAG
- Build GraphRAG agents with Neo4j
- Configure AlloyDB vector search
- Integrate BigQuery for analytics-enhanced retrieval
Who Should Attend
Completed ADK-101/102. Developers building knowledge-intensive agents.
Products Covered
ADKVertex AIAlloyDBBigQueryNeo4j
Course Modules
1
Day 1: RAG Fundamentals
Topics
- RAG pipeline architecture
- Agentic RAG patterns
- Retrieval strategies
- Document chunking
- Gemini File Search
Learning Outcomes
- Design effective RAG pipelines
- Implement agentic RAG with dynamic retrieval
- Use Gemini File Search for document RAG
Activities
Theory (30min)Lab: Building Agents with RAGLab: Gemini File Search for RAGWorkshop: Add RAG to your agent (2hr)
2
Day 2: Advanced Knowledge Integration
Topics
- GraphRAG architecture
- Vector search patterns
- AlloyDB embeddings
- BigQuery for analytics RAG
- Location intelligence
Learning Outcomes
- Build GraphRAG agents with Neo4j
- Configure AlloyDB vector search
- Integrate BigQuery for analytics
Activities
Theory (30min)Lab: GraphRAG with Neo4jLab: Location Intelligence AgentLab: Java ADK with AlloyDBWorkshop: Advanced retrieval (1.5hr)
Get This Training
No public classes currently scheduled. Express interest below or request private training.
Course Details
- Course Code
- ADK-S01
- Duration
- 2 days
- Format
- ILT
- Level
- Intermediate
- Price
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Questions About This Course?
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