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name: "Plan_Code_Flow"
description: |2-
Given a problem description, first generate a solution strategy, reflect on it, and then implement the code.
# ~~~ Input interface specification ~~~
input_interface:
- "problem_description"
- "input_description"
- "output_description"
- "io_examples_and_explanation"
# ~~~ Output interface specification ~~~
output_interface:
- "code"
subflows_config:
PlanGenerator:
_target_: .CF_PlanReflect.instantiate_from_default_config
CodeGenerator:
_target_: .CF_CodeWithPlan.instantiate_from_default_config
### Topology specification (specifies how the sequence of messages will flow from one of the subflows to another)
topology:
# ~~~ Plan Generator ~~~
- goal: "Generate a plan and reflect on it."
### 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
keys_to_select:
- "plan"
# ~~~ 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.PrintPreviousMessages
keys_to_select:
- "code"
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