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from fastapi import FastAPI, HTTPException
from pydantic import BaseModel, root_validator
from transformers import AutoModel
from typing import List
import os, platform
model = AutoModel.from_pretrained('/app/jina', trust_remote_code=True)
app = FastAPI()
class Validation(BaseModel):
prompt: List[str]
#Endpoint
@app.post("/jina_embedding")
async def generate_embeddings(text):
return {"embeddings": model.encode(text).tolist()}
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