* refine CI script
* refine all the code to higher quality
* refine the script to factor extraction and implementation
* add task loader interface
* add a task loader interface && move pdf analysis to pdf task loader
* change the name to global variables
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Co-authored-by: xuyang1 <xuyang1@microsoft.com>
* reformat factor implement process
* move some code to more reasonable place
* fix the bug
* add test function in factor_extract_and_implement.py
* change select factor number to ratio , add some factor implement setting and fix some bug while using knowledgebase
* change evoagent
* add abstract class EvoAgent
* add benchmark workflow
* fix some bug in llm_utils
* run wenjun's code
* fix the knowledgebase instance check
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Co-authored-by: xuyang1 <xuyang1@microsoft.com>