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name: "Plan_Flow"
description: |2-
Given a problem description, generate a high-level solution strategy.
# ~~~ Input interface specification ~~~
input_interface_non_initialized: # Applied when constructing the first user message.
- "problem_description"
- "input_description"
- "output_description"
- "io_examples_and_explanation"
input_interface_initialized: # Applied when constructing all subsequent user messages.
- "query"
# ~~~ Output interface specification ~~~
output_interface:
- "api_output"
# ~~~ Flow specification ~~~
backend:
model_name:
openai: "gpt-4"
azure: "azure/gpt-4"
n: 1
max_tokens: 3000
temperature: 0.3
top_p: 0.2
frequency_penalty: 0
presence_penalty: 0
system_message_prompt_template:
_target_: aiflows.prompt_template.JinjaPrompt
template: |2-
Your goal is to provide a high-level conceptual solution that, if implemented, will solve a given competitive programming problem.
The user will specify the problem by providing you with:
- the problem statement
- input description
- output description
- example test cases
- (optional) explanation of the test cases
The proposed algorithm should be computationally efficient, logically correct and handle all corner cases.
The user will provide you with a task and an output format that you will strictly follow.
input_variables: []
human_message_prompt_template:
_target_: aiflows.prompt_template.JinjaPrompt
template: "{{query}}"
input_variables:
- "query"
init_human_message_prompt_template:
_target_: aiflows.prompt_template.JinjaPrompt
template: |2-
# Problem statement
{{problem_description}}
# Input description
{{input_description}}
# Output description
{{output_description}}
{{io_examples_and_explanation}}
Return a high-level conceptual solution that would solve the problem. Be very concise, and do not provide code.
Reply in the following format:
# Conceptual solution
{{plan_placeholder}}
input_variables:
- "problem_description"
- "input_description"
- "output_description"
- "io_examples_and_explanation"
partial_variables:
plan_placeholder: "{{conceptual_solution}}"
|