A Generative AI Engineer needs to build a low-cost, low-effort LLM-based question-answering application that incorporates frequently published new documents. Which combination of chaining components and configuration satisfies these requirements?

Exam-Like

For the application a prompt, a retriever, and an LLM are required. The retriever output is inserted into the prompt which is given to the LLM to generate answers.

78.0%

The LLM needs to be frequently with the new documents in order to provide most up-to-date answers.

2.4%

For the question-answering application, prompt engineering and an LLM are required to generate answers.

7.3%

For the application a prompt, an agent and a fine-tuned LLM are required. The agent is used by the LLM to retrieve relevant content that is inserted into the prompt which is given to the LLM to generate answers.

12.2%

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A Generative AI Engineer needs to build a low-cost, low-effort LLM-based question-answering application that incorporates frequently published new documents. Which combination of chaining components and configuration satisfies these requirements?