fix: main bug (#938)

* feat: parameterize cache paths with USER to avoid conflicts

* guide for missing training_hyperparameters

* guidance for  KeyError: 'concise_reason'

* fixed three bugs in the test

* fix general_model task bug

* fixed some bugs in the med_model scenario

* delete comments

* format with black

* fix mypy error

* fix ruff error

* fix isort error

* sync code

* revert cache_path code

* revert cache_path code

* delete data mining scenario

* fix factor report loop

* fix LiteLLMAPIBackend log_llm_chat_content setting

* refine fin factor report scenario

* remove unused LogColors

* fix UI

* remove medical scenario docs

* change **kaggle** to **data_science**

* remove default dataset_path in create_debug_data

* remove KAGGLE_SETTINGS in kaggle_crawler

* limit litellm versions

* reformat with black

* change README

* fix_data_science_docs

* make hypothesis observations string

* Hiding old versions of kaggle docs

* hidding kaggle agent docs

---------

Co-authored-by: Young <afe.young@gmail.com>
Co-authored-by: Bowen Xian <xianbowen@outlook.com>
Co-authored-by: yuanteli <1957922024@qq.com>

test/utils/test_kaggle.py

@@ -1,15 +1,11 @@
 import unittest
 from pathlib import Path
 
-import nbformat
 from rich import print
 
 from rdagent.app.kaggle.conf import KAGGLE_IMPLEMENT_SETTING
-from rdagent.oai.llm_utils import APIBackend
 from rdagent.scenarios.kaggle.experiment.workspace import KGFBWorkspace
 from rdagent.scenarios.kaggle.kaggle_crawler import download_data
-from rdagent.utils.agent.ret import PythonAgentOut
-from rdagent.utils.agent.tpl import T
 
 
 class TestTpl(unittest.TestCase):
@@ -19,7 +15,7 @@ class TestTpl(unittest.TestCase):
         """
         competition = KAGGLE_IMPLEMENT_SETTING.competition
         print(f"[bold orange]{competition}[/bold orange]")
-        download_data(competition)
+        download_data(competition, settings=KAGGLE_IMPLEMENT_SETTING)
         ws = KGFBWorkspace(
             template_folder_path=Path(__file__).parent.parent.parent
             / KAGGLE_IMPLEMENT_SETTING.template_path