reporeformat V2 (#23)

* 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

---------

Co-authored-by: xuyang1 <xuyang1@microsoft.com>

rdagent/core/conf.py

@@ -11,8 +11,10 @@ from pydantic_settings import BaseSettings
 # make sure that env variable is loaded while calling Config()
 load_dotenv(verbose=True, override=True)
 
+from pydantic_settings import BaseSettings
 
-class FincoSettings(BaseSettings):
+
+class RDAgentSettings(BaseSettings):
     use_azure: bool = True
     use_azure_token_provider: bool = False
     max_retry: int = 10
@@ -96,3 +98,4 @@ class FincoSettings(BaseSettings):
     # factor extraction conf
     max_input_duplicate_factor_group: int = 600
     max_output_duplicate_factor_group: int = 20
+