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

@@ -0,0 +1,40 @@
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 FixedCodeDocsSearchToolSchema(BaseModel):
"""Input for CodeDocsSearchTool."""
search_query: str = Field(..., description="Mandatory search query you want to use to search the Code Docs content")
class CodeDocsSearchToolSchema(FixedCodeDocsSearchToolSchema):
"""Input for CodeDocsSearchTool."""
docs_url: str = Field(..., description="Mandatory docs_url path you want to search")
class CodeDocsSearchTool(RagTool):
name: str = "Search a Code Docs content"
description: str = "A tool that can be used to semantic search a query from a Code Docs content."
summarize: bool = False
args_schema: Type[BaseModel] = CodeDocsSearchToolSchema
docs_url: Optional[str] = None
def __init__(self, docs_url: Optional[str] = None, **kwargs):
super().__init__(**kwargs)
if docs_url is not None:
self.docs_url = docs_url
self.description = f"A tool that can be used to semantic search a query the {docs_url} Code Docs content."
self.args_schema = FixedCodeDocsSearchToolSchema
def _run(
self,
search_query: str,
**kwargs: Any,
) -> Any:
docs_url = kwargs.get('docs_url', self.docs_url)
self.app = App()
self.app.add(docs_url, data_type=DataType.DOCS_SITE)
return super()._run(query=search_query)