Makhfi_AI / workflow /schemas.py
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Add core functionality for Makhfi AI, including agent logic, memory management, and vectorstore integration
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from pydantic import BaseModel, Field, HttpUrl
from typing import Annotated
class OutputFormat(BaseModel):
text: Annotated[str, Field(description="Clean text content with links removed and natural flow maintained with line breaks as is.")]
links: Annotated[list[HttpUrl], Field(description="The non-redundant `links` extracted from provided content.")]