from typing import Any

from pydantic import BaseModel, Field

from crewai_tools.rag.data_types import DataType
from crewai_tools.tools.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",
    )


class YoutubeVideoSearchToolSchema(FixedYoutubeVideoSearchToolSchema):
    """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."
    args_schema: type[BaseModel] = YoutubeVideoSearchToolSchema

    def __init__(self, youtube_video_url: str | None = None, **kwargs: Any) -> None:
        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
            self._generate_description()

    def add(self, youtube_video_url: str) -> None:  # type: ignore[override]
        super().add(youtube_video_url, data_type=DataType.YOUTUBE_VIDEO)

    def _run(  # type: ignore[override]
        self,
        search_query: str,
        youtube_video_url: str | None = None,
        similarity_threshold: float | None = None,
        limit: int | None = None,
    ) -> str:
        if youtube_video_url is not None:
            self.add(youtube_video_url)
        return super()._run(
            query=search_query, similarity_threshold=similarity_threshold, limit=limit
        )