File size: 2,544 Bytes
3c7fd6a 91b62cb 3c7fd6a 91b62cb 3c7fd6a a44c20f 3c7fd6a a44c20f 3c7fd6a a44c20f 3c7fd6a a44c20f 3c7fd6a a44c20f 3c7fd6a a44c20f 3c7fd6a a44c20f 3c7fd6a a44c20f 3c7fd6a a44c20f 3c7fd6a |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 |
name: "CodeReflect_Flow"
description: |-2
Given a problem description, generate code, reflect on it and improve it until a message suggesting that the code seems correct or a maximum number of rounds is reached.
# ~~~ Input interface specification ~~~
input_interface:
- "problem_description"
- "input_description"
- "output_description"
- "io_examples_and_explanation"
# ~~~ Output interface specification ~~~
output_interface:
- "code"
# ~~~ Flow specification ~~~
max_rounds: 4
early_exit_key: "end_of_interaction"
### Subflows specification
subflows_config:
CodeGenerator:
_target_: .CF_Code.instantiate_from_default_config
CodeReflectCritic:
_target_: .FixedReply_CodeReflect.instantiate_from_default_config
### Topology specification (specifies how the sequence of messages will flow from one of the subflows to another)
topology:
# ~~~ Code Generator ~~~
- goal: "Generate/refine a solution."
### Input Interface
input_interface:
_target_: aiflows.interfaces.KeyInterface
additional_transformations:
- _target_: aiflows.data_transformations.KeyMatchInput
keys_to_rename:
code_reflect_message: "query"
### 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
keys_to_select:
- "code"
- "end_of_interaction"
### Reset flag
reset: false
- goal: "Generate a message that encourages reflection."
### Input Interface
input_interface:
_target_: aiflows.interfaces.KeyInterface
additional_transformations:
- _target_: aiflows.data_transformations.KeyMatchInput
### Flow Specification
flow: CodeReflectCritic
### Output Interface
output_interface:
_target_: aiflows.interfaces.KeyInterface
keys_to_rename:
fixed_reply: "code_reflect_message"
### Reset flag
reset: true
|