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What does RAG stand for in the context of chatbots?

• Robust Answer Generation

• Revised Algorithmic Guidance

• Rapid Automated Generation

• Retrieval-Augmented Generation

What is the main challenge faced by business process chatbots?

• Chatbots are too slow

• Users do not ask questions

• Chatbots cannot understand language

• User queries can be vague

What is one method to improve context retrieval mentioned in the text?

• Using a smaller model

• Providing a summary of the business process

• Limiting user queries

• Ignoring vague questions

How long is the suggested summary of a business process for query refinement?

• 5000 words

• 2000 words

• 1000 words

• 10000 words

What is the purpose of summarizing business process documentation?

• To reduce the number of documents

• To provide a high-level understanding

• To confuse users

• To eliminate the need for queries

What does domain context priming help the LLM to do?

• Reduce token usage

• Ignore user queries

• Recognize relevant concepts

• Limit document retrieval

What is hierarchical retrieval?

• A technique to reduce document size

• A way to summarize documents

• A two-step retrieval process

• A method to ignore vague queries

What is one benefit of using a well-crafted summary?

• It can act as a catch-all reference

• It reduces the need for documentation

• It eliminates the need for chatbots

• It makes queries irrelevant

What is a limitation of summarization mentioned in the text?

• It can be too detailed

• It is always accurate

• It may lose some detail

• It is too short

What is query expansion?

• A technique to broaden search results

• A method to shorten queries

• A way to ignore user input

• A method to limit document access