CF_PlanCollab.yaml

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_: langchain.PromptTemplate
      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}}"
      template_format: jinja2
    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_: flows.interfaces.KeyInterface
      additional_transformations:
        - _target_: flows.data_transformations.KeyMatchInput

    ### Flow Specification
    flow: PlanGenerator

    ### Output Interface
    output_interface:
      _target_: flows.interfaces.KeyInterface
      additional_transformations:
        - _target_: flows.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_: flows.data_transformations.EndOfInteraction
          end_of_interaction_string: "Final answer"
          input_key: "api_output"
          output_key: "end_of_interaction"
        - _target_: flows.data_transformations.PrintPreviousMessages
    reset: false
  # ~~~ Plan Critic ~~~
  - goal: "Provide feedback for the candidate solution."

    ### Input Interface
    input_interface:
      _target_: flows.interfaces.KeyInterface
      additional_transformations:
        - _target_: flows.data_transformations.KeyMatchInput

    ### Flow Specification
    flow: PlanCritic

    ### Output Interface
    output_interface:
      _target_: flows.interfaces.KeyInterface
      keys_to_rename:
        api_output: "plan_feedback"

    reset: true