Custom model config for RAG tools

src/crewai_tools/tools/youtube_video_search_tool/youtube_video_search_tool.py

@@ -1,41 +1,52 @@
-from typing import Optional, Type, Any
-from pydantic.v1 import BaseModel, Field
+from typing import Any, Optional, Type
 
-from embedchain import App
 from embedchain.models.data_type import DataType
+from pydantic.v1 import BaseModel, Field
 
 from ..rag.rag_tool import RagTool
 
 
 class FixedYoutubeVideoSearchToolSchema(BaseModel):
-	"""Input for YoutubeVideoSearchTool."""
-	search_query: str = Field(..., description="Mandatory search query you want to use to search the Youtube Video content")
+    """Input for YoutubeVideoSearchTool."""
+
+    search_query: str = Field(
+        ...,
+        description="Mandatory search query you want to use to search the Youtube Video content",
+    )
+
 
 class YoutubeVideoSearchToolSchema(FixedYoutubeVideoSearchToolSchema):
-	"""Input for YoutubeVideoSearchTool."""
-	youtube_video_url: str = Field(..., description="Mandatory youtube_video_url path you want to search")
+    """Input for YoutubeVideoSearchTool."""
+
+    youtube_video_url: str = Field(
+        ..., description="Mandatory youtube_video_url path you want to search"
+    )
+
 
 class YoutubeVideoSearchTool(RagTool):
-	name: str = "Search a Youtube Video content"
-	description: str = "A tool that can be used to semantic search a query from a Youtube Video content."
-	summarize: bool = False
-	args_schema: Type[BaseModel] = YoutubeVideoSearchToolSchema
-	youtube_video_url: Optional[str] = None
+    name: str = "Search a Youtube Video content"
+    description: str = "A tool that can be used to semantic search a query from a Youtube Video content."
+    args_schema: Type[BaseModel] = YoutubeVideoSearchToolSchema
 
-	def __init__(self, youtube_video_url: Optional[str] = None, **kwargs):
-		super().__init__(**kwargs)
-		if youtube_video_url is not None:
-			self.youtube_video_url = youtube_video_url
-			self.description = f"A tool that can be used to semantic search a query the {youtube_video_url} Youtube Video content."
-			self.args_schema = FixedYoutubeVideoSearchToolSchema
-			self._generate_description()
+    def __init__(self, youtube_video_url: Optional[str] = None, **kwargs):
+        super().__init__(**kwargs)
+        if youtube_video_url is not None:
+            self.add(youtube_video_url)
+            self.description = f"A tool that can be used to semantic search a query the {youtube_video_url} Youtube Video content."
+            self.args_schema = FixedYoutubeVideoSearchToolSchema
 
-	def _run(
-		self,
-		search_query: str,
-		**kwargs: Any,
-	) -> Any:
-		youtube_video_url = kwargs.get('youtube_video_url', self.youtube_video_url)
-		self.app = App()
-		self.app.add(youtube_video_url, data_type=DataType.YOUTUBE_VIDEO)
-		return super()._run(query=search_query)
+    def add(
+        self,
+        *args: Any,
+        **kwargs: Any,
+    ) -> None:
+        kwargs["data_type"] = DataType.YOUTUBE_VIDEO
+        super().add(*args, **kwargs)
+
+    def _before_run(
+        self,
+        query: str,
+        **kwargs: Any,
+    ) -> Any:
+        if "youtube_video_url" in kwargs:
+            self.add(kwargs["youtube_video_url"])