Databricks Certified Generative AI Engineer Associate — Question 64

Which TWO chain components are required for building a basic LLM-enabled chat application that includes conversational capabilities, knowledge retrieval, and contextual memory? (Choose two.)

Answer options

• A. Vector Stores
• B. Conversation Buffer Memory
• C. External tools
• D. Chat loaders
• E. React Components

Correct answer: A, B

Explanation

Vector Stores are crucial for managing and retrieving knowledge effectively, while Conversation Buffer Memory is essential for maintaining context during interactions. The other options, while useful in different aspects of application development, do not directly contribute to the core functionality of conversational capabilities and memory retention.