very much work in progress version

This commit is contained in:
João Moura
2024-02-22 19:56:42 -03:00
parent e94fd2cad2
commit f3c693a5bb
21 changed files with 703 additions and 131 deletions

View File

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from typing import Optional, Type, Any
from pydantic.v1 import BaseModel, Field
from embedchain import App
from embedchain.models.data_type import DataType
from ..rag.rag_tool import RagTool
class FixedYoutubeChannelSearchToolSchema(BaseModel):
"""Input for YoutubeChannelSearchTool."""
search_query: str = Field(..., description="Mandatory search query you want to use to search the Youtube Channels content")
class YoutubeChannelSearchToolSchema(FixedYoutubeChannelSearchToolSchema):
"""Input for YoutubeChannelSearchTool."""
youtube_channel_handle: str = Field(..., description="Mandatory youtube_channel_handle path you want to search")
class YoutubeChannelSearchTool(RagTool):
name: str = "Search a Youtube Channels content"
description: str = "A tool that can be used to semantic search a query from a Youtube Channels content."
summarize: bool = False
args_schema: Type[BaseModel] = YoutubeChannelSearchToolSchema
youtube_channel_handle: Optional[str] = None
def __init__(self, youtube_channel_handle: Optional[str] = None, **kwargs):
super().__init__(**kwargs)
if youtube_channel_handle is not None:
self.youtube_channel_handle = youtube_channel_handle
self.description = f"A tool that can be used to semantic search a query the {youtube_channel_handle} Youtube Channels content."
self.args_schema = FixedYoutubeChannelSearchToolSchema
def _run(
self,
search_query: str,
**kwargs: Any,
) -> Any:
youtube_channel_handle = kwargs.get('youtube_channel_handle', self.youtube_channel_handle)
if not youtube_channel_handle.startswith("@"):
youtube_channel_handle = f"@{youtube_channel_handle}"
self.app = App()
self.app.add(youtube_channel_handle, data_type=DataType.YOUTUBE_CHANNEL)
return super()._run(query=search_query)