from typing import TypedDict

from langchain_huggingface import HuggingFaceEndpointEmbeddings
from sentry_sdk.integrations import aiohttp

from app.repository.archive_messages_repository import ArchiveMessagesRepository
from app.repository.milvus.message_qa_repository import QARepository


class QAContext(TypedDict):
    meta_mysql_repository: ArchiveMessagesRepository
    qa_milvus_repository : QARepository