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name: "CodeCollab_Flow"
description: |2-
Given a problem description, alternate between a step in which code is generated, and a step in which the produced code is evaluated and useful feedback is provided.
max_rounds: 4
early_exit_key: "end_of_interaction"
input_interface:
- "problem_description"
- "input_description"
- "output_description"
- "io_examples_and_explanation"
output_interface:
- "code"
subflows_config:
CodeGenerator:
_target_: .CF_Code.instantiate_from_default_config
name: "CodeGenerator"
human_message_prompt_template:
_target_: aiflows.prompt_template.JinjaPrompt
template: |2-
# Feedback on the last proposed solution
{{code_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 code in the following format:
```python
{{code_placeholder}}
```
otherwise, reply:
"Final answer."
input_variables:
- code_feedback
partial_variables:
code_placeholder: "{{python_code}}"
input_interface_initialized:
- "code_feedback"
CodeCritic:
_target_: .CF_CodeCritic.instantiate_from_default_config
topology:
# ~~~ Code Generator ~~~
- goal: "Generate/refine a solution."
### Input Interface
input_interface:
_target_: aiflows.interfaces.KeyInterface
additional_transformations:
- _target_: aiflows.data_transformations.KeyMatchInput
### Flow Specification
flow: CodeGenerator
### Output Interface
output_interface:
_target_: aiflows.interfaces.KeyInterface
additional_transformations:
- _target_: aiflows.data_transformations.RegexFirstOccurrenceExtractor
regex: '(?<=```python)([\s\S]*?)(?=```)'
regex_fallback: '(?<=```)([\s\S]*?)(?=```)'
input_key: "api_output"
output_key: "code"
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
# ~~~ Code 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: CodeCritic
### Output Interface
output_interface:
_target_: aiflows.interfaces.KeyInterface
keys_to_rename:
api_output: "code_feedback"
reset: true
|