AWS Certified AI Practitioner (AIF-C01) — Question 211

A company is making a chatbot. The chatbot uses Amazon Lex and Amazon OpenSearch Service. The chatbot uses the company's private data to answer questions. The company needs to convert the data into a vector representation before storing the data in a database.

Which type of foundation model (FM) meets these requirements?

Answer options

• A. Text completion model
• B. Instruction following model
• C. Text embeddings model
• D. Image generation model

Correct answer: C

Explanation

The correct answer is C, the Text embeddings model, because it specifically focuses on converting textual data into vector representations, which is necessary for the chatbot's operation. The other options, such as the Text completion model and Image generation model, do not provide the required vectorization of text for database storage.