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name: "PlanCollab_Flow"
description: |2-
Given a problem description, alternate between a step in which a solution strategy is generated, and a step in which the solution strategy is evaluated and useful feedback is provided.
# ~~~ Input interface specification ~~~
input_interface:
- "problem_description"
- "input_description"
- "output_description"
- "io_examples_and_explanation"
# ~~~ Output interface specification ~~~
output_interface:
- "plan"
# ~~~ Flow specification ~~~
max_rounds: 4
early_exit_key: "end_of_interaction"
subflows_config:
PlanGenerator:
_target_: .CF_Plan.instantiate_from_default_config
human_message_prompt_template:
_target_: aiflows.prompt_template.JinjaPrompt
template: |2-
# Feedback on the last proposed conceptual solution
{{plan_feedback}}
Consider the original problem statement, the last proposed solution and the provided feedback. Does the solution need to be updated? If so, provide the corrected version of the conceptual solution in the following format:
# Conceptual solution
{{plan_placeholder}}
otherwise, reply:
"Final answer."
input_variables:
- plan_feedback
partial_variables:
plan_placeholder: "{{conceptual_solution}}"
input_interface_initialized:
- "plan_feedback"
PlanCritic:
_target_: .CF_PlanCritic.instantiate_from_default_config
topology:
# ~~~ Plan Generator ~~~
- goal: "Generate/refine a solution."
### Input Interface
input_interface:
_target_: aiflows.interfaces.KeyInterface
additional_transformations:
- _target_: aiflows.data_transformations.KeyMatchInput
### Flow Specification
flow: PlanGenerator
### Output Interface
output_interface:
_target_: aiflows.interfaces.KeyInterface
additional_transformations:
- _target_: aiflows.data_transformations.RegexFirstOccurrenceExtractor
regex: '(?<=Conceptual solution)([\s\S]*?)(?=\n\n# [A-Z]|\Z)'
regex_fallback:
- '(?<=Conceptual solution:)([\s\S]*?)(?=\n\n# [A-Z]|\Z)'
input_key: "api_output"
output_key: "plan"
strip: True
assert_unique: True
- _target_: aiflows.data_transformations.EndOfInteraction
end_of_interaction_string: "Final answer"
input_key: "api_output"
output_key: "end_of_interaction"
- _target_: aiflows.data_transformations.PrintPreviousMessages
reset: false
# ~~~ Plan Critic ~~~
- goal: "Provide feedback for the candidate solution."
### Input Interface
input_interface:
_target_: aiflows.interfaces.KeyInterface
additional_transformations:
- _target_: aiflows.data_transformations.KeyMatchInput
### Flow Specification
flow: PlanCritic
### Output Interface
output_interface:
_target_: aiflows.interfaces.KeyInterface
keys_to_rename:
api_output: "plan_feedback"
reset: true
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