Feat: Redesign and refactor agent module (#9113)

### What problem does this PR solve?

#9082 #6365

<u> **WARNING: it's not compatible with the older version of `Agent`
module, which means that `Agent` from older versions can not work
anymore.**</u>

### Type of change

- [x] New Feature (non-breaking change which adds functionality)

pyproject.toml

@@ -102,7 +102,7 @@ dependencies = [
     "tiktoken==0.7.0",
     "umap_learn==0.5.6",
     "vertexai==1.64.0",
-    "volcengine==1.0.146",
+    "volcengine==1.0.194",
     "voyageai==0.2.3",
     "webdriver-manager==4.0.1",
     "werkzeug==3.0.6",
@@ -110,7 +110,7 @@ dependencies = [
     "word2number==1.1",
     "xgboost==1.6.0",
     "xpinyin==0.7.6",
-    "yfinance==0.1.96",
+    "yfinance==0.2.65",
     "zhipuai==2.0.1",
     "google-generativeai>=0.8.1,<0.9.0",
     "python-docx>=1.1.2,<2.0.0",