Agentic AI - Real-World Agent Applications
To improve response accuracy, you combine a language model with a knowledge base in your customer support agent. What is this approach called?
To improve response accuracy, you combine a language model with a knowledge base in your customer support agent. What is this approach called?
hard📝 Application Q9 of 15
Step-by-Step Solution
Solution:
Step 1: Understand combining language models with knowledge bases
This is called retrieval-augmented generation, where external info is retrieved to help generate answers.Step 2: Check other options
Supervised classification labels data, clustering groups data, reinforcement learning learns from rewards, none describe this combination.Final Answer:
Retrieval-augmented generation -> Option DQuick Check:
Combining retrieval and generation = retrieval-augmented generation [OK]
Quick Trick: Retrieval-augmented generation uses external data with language models [OK]
Common Mistakes:
- Confusing with classification or clustering
- Thinking reinforcement learning applies here
- Ignoring retrieval step
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