Which statement is true about the "Top p" parameter of the OCI Generative AI Generation models?

1. A. "Top p" selects tokens from the "Top k" tokens sorted by probability.
2. B. "Top p" assigns penalties to frequently occurring tokens.
3. C. "Top p" limits token selection based on the sum of their probabilities.
4. D. "Top p" determines the maximum number of tokens per response.

Correct Answer: C

An AI development company is working on an AI-assisted chatbot for a customer, which happens to be an online retail company. The goal is to create an assistant that can best answer queries regarding the company policies as well as retain the chat history throughout a session. Considering the capabilities, which type of model would be the best?

1. A. A keyword search-based AI that responds based on specific keywords identified incustomer queries.
2. B. An LLM enhanced with Retrieval-Augmented Generation (RAG) for dynamic information retrieval and response generation.
3. C. An LLM dedicated to generating text responses without external data integration.
4. D. A pre-trained LLM model from Cohere or OpenAI.

Correct Answer: B

What does "k-shot prompting" refer to when using Large Language Models for task-specific applications?

1. A. Providing the exact k words in the prompt to guide the model's response
2. B. Explicitly providing k examples of the intended task in the prompt to guide the model??s output
3. C. The process of training the model on k different tasks simultaneously to improve its versatility
4. D. Limiting the model to only k possible outcomes or answers for a given task

Correct Answer: B

Which is NOT a built-in memory type in LangChain?

1. A. ConversationImageMemory
2. B. ConversationBufferMemory
3. C. ConversationSummaryMemory
4. D. ConversationTokenBufferMemory

Correct Answer: A