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letta-server/letta/server/rest_api/routers/v1/embeddings.py

22 lines
989 B
Python

from typing import Optional
from fastapi import APIRouter, Depends, Header
from letta.server.rest_api.utils import get_letta_server
from letta.server.server import SyncServer
router = APIRouter(prefix="/embeddings", tags=["embeddings"])
@router.get("/total_storage_size", response_model=float, operation_id="get_total_storage_size")
async def get_embeddings_total_storage_size(
server: SyncServer = Depends(get_letta_server),
actor_id: Optional[str] = Header(None, alias="user_id"), # Extract user_id from header, default to None if not present
storage_unit: Optional[str] = Header("GB", alias="storage_unit"), # Extract storage unit from header, default to GB
):
"""
Get the total size of all embeddings in the database for a user in the storage unit given.
"""
actor = await server.user_manager.get_actor_or_default_async(actor_id=actor_id)
return await server.passage_manager.estimate_embeddings_size_async(actor=actor, storage_unit=storage_unit)