embedding.py
1.16 KB
"""Embedding provider - HTTP service."""
from __future__ import annotations
from config.services_config import get_embedding_config, get_embedding_base_url
def create_embedding_provider() -> "EmbeddingProvider":
"""Create embedding provider from services config."""
cfg = get_embedding_config()
provider = (cfg.provider or "http").strip().lower()
if provider != "http":
raise ValueError(f"Unsupported embedding provider: {provider}")
return EmbeddingProvider()
class EmbeddingProvider:
"""
Provides text and image encoders. Both use HTTP embedding service
configured via services_config.
"""
def __init__(self) -> None:
self._base_url = get_embedding_base_url()
@property
def text_encoder(self):
"""Lazy-created text encoder (TextEmbeddingEncoder)."""
from embeddings.text_encoder import TextEmbeddingEncoder
return TextEmbeddingEncoder(service_url=self._base_url)
@property
def image_encoder(self):
"""Lazy-created image encoder (CLIPImageEncoder)."""
from embeddings.image_encoder import CLIPImageEncoder
return CLIPImageEncoder(service_url=self._base_url)