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Optimizing a Query for an Information Retrieval System
An employee is using an internal HR chatbot to find information. The chatbot works by retrieving relevant sections from company policy documents and then generating an answer based on that text. Analyze the following interaction, evaluate the effectiveness of the employee's query, and explain how it could be improved to get a direct answer.
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Evaluation in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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A language model is given the following complete set of instructions and text to generate a response:
INSTRUCTIONS: You are an expert research assistant. Your task is to answer the question below using only the information provided in the accompanying 'CONTEXT' section. If the context does not contain the answer, state that the information is not available.
CONTEXT: The Amazon rainforest, covering much of northwestern Brazil and extending into Colombia, Peru and other South American countries, is the world's largest tropical rainforest. It is known for its immense biodiversity. The Amazon River is the largest river by discharge volume of water in the world.
QUESTION: What is the defining characteristic of the Amazon River?
Which part of this input is most directly responsible for specifying the exact piece of information the model must locate and formulate into an answer?
Formulating a User Query for a RAG System
Optimizing a Query for an Information Retrieval System