File size: 981 Bytes
fdf1598 88e0bae 5cc3519 88e0bae fdf1598 88e0bae |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 |
from fastapi import FastAPI
from src.encoder import FashionCLIPEncoder
from src.models import TextRequest, ImageRequest, Response
encoder = FashionCLIPEncoder(normalize=True)
app = FastAPI()
@app.get("/")
async def root():
return {
"status": "ok",
"message": "FashionCLIP API is running",
"endpoints": {
"encode_texts": "POST /encode_texts - Get embeddings for text inputs",
"encode_images": "POST /encode_images - Get embeddings for image inputs",
},
}
@app.post("/encode_texts")
async def encode_texts(
request: TextRequest,
) -> Response:
embeddings = encoder.encode_text(request.texts)
response = Response(embeddings=embeddings)
return response
@app.post("/encode_images")
async def encode_images(
request: ImageRequest,
) -> Response:
images = request.download()
embeddings = encoder.encode_images(images)
response = Response(embeddings=embeddings)
return response
|