New Framework for idea proposal and implementation on RD-Agent (#34)

* Commit init framework

* Co-authored-by: Yuante Li (FESCO Adecco Human Resources) <v-yuanteli@microsoft.com>
Co-authored-by: XianBW <XianBW@users.noreply.github.com>

* add an import

* refine the whole framework

* benchmark related framework

* fix black and isort errors

* move requirements to folder

* fix black again

---------

Co-authored-by: Young <afe.young@gmail.com>
Co-authored-by: xuyang1 <xuyang1@microsoft.com>

rdagent/components/task_implementation/model_implementation/conf.py

@@ -0,0 +1,13 @@
+from pathlib import Path
+
+from pydantic_settings import BaseSettings
+
+
+class ModelImplSettings(BaseSettings):
+    workspace_path: Path = Path("./git_ignore_folder/model_imp_workspace/")  # Added type annotation for work_space
+
+    class Config:
+        env_prefix = "MODEL_IMPL_"  # Use MODEL_IMPL_ as prefix for environment variables
+
+
+MODEL_IMPL_SETTINGS = ModelImplSettings()