Files
letta-server/letta/services/file_processor/embedder/base_embedder.py
2025-07-03 22:37:55 -07:00

17 lines
518 B
Python

from abc import ABC, abstractmethod
from typing import List
from letta.log import get_logger
from letta.schemas.passage import Passage
from letta.schemas.user import User
logger = get_logger(__name__)
class BaseEmbedder(ABC):
"""Abstract base class for embedding generation"""
@abstractmethod
async def generate_embedded_passages(self, file_id: str, source_id: str, chunks: List[str], actor: User) -> List[Passage]:
"""Generate embeddings for chunks with batching and concurrent processing"""