Session 7 Module A - Test Solutions¶
Advanced ADK Integration - Answer Key¶
Question 1: Enhanced Gemini Agent Features¶
A) Streaming responses with function calling and model configuration flexibility ✅
B) Basic text generation only
C) Static responses only
Correct Answer: A) Streaming responses with function calling and model configuration flexibility D) Image processing only
Explanation: The enhanced Gemini agent implements advanced features including streaming responses for real-time interaction, function calling capabilities for tool integration, and flexible model configuration for different use cases and performance requirements.
Question 2: MCP Service Selection Algorithm¶
A) Gemini AI-driven analysis of query content and service capabilities ✅
B) Random selection
C) First available service
Correct Answer: A) Gemini AI-driven analysis of query content and service capabilities D) Manual configuration only
Explanation: The MCP service orchestrator uses Gemini AI to analyze query content and intelligently match it with appropriate service capabilities, ensuring optimal service selection based on semantic understanding rather than simple routing rules.
Question 3: Advanced Memory System Types¶
A) Multiple memory types including conversation, factual, emotional, and preference memory ✅
B) Short-term memory only
C) File-based storage only
Correct Answer: A) Multiple memory types including conversation, factual, emotional, and preference memory D) No memory persistence
Explanation: The advanced memory system supports diverse memory types including conversation history for context continuity, factual memory for information retention, emotional memory for sentiment tracking, and preference memory for personalized interactions.
Question 4: Response Relevance Determination¶
A) Random scoring
B) Semantic similarity analysis with configurable relevance thresholds ✅
C) Manual relevance assignment
D) Keyword counting only
Correct Answer: B) Semantic similarity analysis with configurable relevance thresholds
Explanation: The enterprise context manager uses sophisticated semantic similarity analysis to determine response relevance, with configurable thresholds that allow fine-tuning of relevance scoring for different domains and use cases.
Question 5: Production Integration Features¶
A) Persistent memory, context management, error handling, and streaming capabilities ✅
B) Basic functionality only
C) Development features only
Correct Answer: A) Persistent memory, context management, error handling, and streaming capabilities D) Single-user support
Explanation: The advanced ADK integration provides comprehensive production features including persistent memory for conversation continuity, sophisticated context management, robust error handling for reliability, and streaming capabilities for responsive user interactions.
Key Concepts Summary¶
Advanced Integration Patterns¶
- Enhanced model configuration enables flexible deployment across different environments
- Function calling integration bridges AI capabilities with external tools and services
- Streaming responses provide real-time user interaction and improved perceived performance
Memory and Context Management¶
- Multi-type memory systems support diverse conversation patterns and user preferences
- Semantic relevance scoring ensures contextually appropriate responses
- Persistent storage maintains conversation continuity across sessions
Production Readiness¶
- MCP service orchestration enables intelligent multi-service coordination
- Error handling provides robust operation in production environments
- Performance optimization ensures scalable and responsive agent behavior