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Implement model (and some factor) coder with evolving (#52)

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* store code into FBImplementation

* fix path related bugs

* fix a bug

* fix factor related small bugs

* re-submit all model related code

* new code to model coder

* finish the model evolving code

---------

Co-authored-by: xuyang1 <xuyang1@microsoft.com>
This commit is contained in:
Xu Yang
2024-07-10 15:45:43 +08:00
committed by GitHub
parent 63f7bf23da
commit 22e1aa3330
24 changed files with 1243 additions and 291 deletions
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rdagent/components/coder/factor_coder/prompts.yaml
+9 -7
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@@ -13,6 +13,8 @@ evaluator_code_feedback_v1_system: |-
If the ground truth code is provided, your critic should only consider checking whether the user's code is align with the ground truth code since the ground truth is definitely correct.
If the ground truth code is not provided, your critic should consider checking whether the user's code is reasonable and correct.
Notice that your critics are not for user to debug the code. They are sent to the coding agent to correct the code. So don't give any following items for the user to check like "Please check the code line XXX".
You should provide the suggestion to each of your critic to help the user improve the code. Please response the critic in the following format. Here is an example structure for the output:
critic 1: The critic message to critic 1
critic 2: The critic message to critic 2
@@ -47,12 +49,10 @@ evolving_strategy_factor_implementation_v1_system: |-
{% if queried_former_failed_knowledge|length != 0 %}
--------------Your former latest attempt:---------------
{% for former_failed_knowledge in queried_former_failed_knowledge %}
=====Code to implementation {{ loop.index }}=====
{{ former_failed_knowledge.implementation.code }}
=====Feedback to implementation {{ loop.index }}=====
{{ former_failed_knowledge.feedback }}
{% endfor %}
=====Code to the former implementation=====
{{ queried_former_failed_knowledge[-1].implementation.code }}
=====Feedback to the former implementation=====
{{ queried_former_failed_knowledge[-1].feedback }}
{% endif %}
Please response the code in the following json format. Here is an example structure for the JSON output:
@@ -118,7 +118,9 @@ evolving_strategy_factor_implementation_v2_user: |-
{% endif %}
evolving_strategy_error_summary_v2_system: |-
You are doing the following task:
User is trying to implement some factors in the following scenario:
{{ scenario }}
User is doing the following task:
{{factor_information_str}}
You have written some code but it meets errors like the following: