Exams / AIF-C01 / RAG, knowledge bases and vector stores

RAG, knowledge bases and vector stores: AIF-C01 practice questions

4 free questions on RAG, knowledge bases and vector stores, from the Applications of Foundation Models domain (28% of the AIF-C01 exam guide). Every question is original and explains why each option is right or wrong.

Questions

1. A council has built a residents' help assistant with Amazon Bedrock Knowledge Bases. Its documents have already been chunked, embedded and stored in a vector index. Put these…Medium
2. An airline wants its customer assistant to answer questions using its baggage and refund policies, which change most weeks. It wants answers based on the current documents, with…Easier
3. A software company already runs Amazon Aurora PostgreSQL-Compatible Edition for its product data, and its database team knows it well. It wants to store the embeddings for a new…Medium
4. A university is loading 2,000 long research reports into a knowledge base. Why are the reports split into smaller chunks before they are converted to embeddings?Medium

Study RAG, knowledge bases and vector stores

• Amazon Bedrock Knowledge Bases

More Applications of Foundation Models topics

• Choosing FMs and inference parameters (4)
• Prompt engineering (4)
• Training and fine-tuning (3)
• Evaluating foundation models (3)