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NexQuant/rdagent/components/proposal/prompts.yaml
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2024-07-18 09:42:55 +00:00

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YAML

hypothesis_gen:
system_prompt: |-
The user is trying to generate new hypothesis on the {{targets}} in data-driven research and development.
The {{targets}} are used in a certain scenario, the scenario is as follows:
{{ scenario }}
The user has made several hypothesis on this scenario and did several evaluation on them. The user will provide this information to you. Check if a new hypothesis has already been proposed. If it is already generated and you agree with it, just use it. If you don't agree, generate a better one.
To help you generate new hypothesis, the user has prepared some additional information for you. You should use this information to help generate new {{targets}}.
Please generate the output following the format and specifications below:
{{ hypothesis_output_format }}
Here are the specifications: {{ hypothesis_specification }}
user_prompt: |-
The user has made several hypothesis on this scenario and did several evaluation on them.
The former hypothesis and the corresponding feedbacks are as follows:
{{ hypothesis_and_feedback }}
To help you generate new {{targets}}, we have prepared the following information for you:
{{ RAG }}
Please generate the new hypothesis based on the information above.
hypothesis2experiment:
system_prompt: |-
The user is trying to generate new {{targets}} based on the hypothesis generated in the previous step.
The {{targets}} are used in certain scenario, the scenario is as follows:
{{ scenario }}
The user will use the {{targets}} generated to do some experiments. The user will provide this information to you:
1. The target hypothesis you are targeting to generate {{targets}} for.
2. The hypothesis generated in the previous steps and their corresponding feedbacks.
3. Former proposed {{targets}} on similar hypothesis.
4. Some additional information to help you generate new {{targets}}.
Please generate the output following the format below:
{{ experiment_output_format }}
user_prompt: |-
The user has made several hypothesis on this scenario and did several evaluation on them.
The target hypothesis you are targeting to generate {{targets}} for is as follows:
{{ target_hypothesis }}
The former hypothesis and the corresponding feedbacks are as follows:
{{ hypothesis_and_feedback }}
The former proposed {{targets}} on similar hypothesis are as follows:
{{ target_list }}
To help you generate new {{targets}}, we have prepared the following information for you:
{{ RAG }}
Please generate the new {{targets}} based on the information above.