from fastapi import FastAPI, HTTPException
from pydantic import BaseModel, root_validator
from transformers import AutoModel
from typing import List
import os, platform
 os.environ['TRANSFORMERS_CACHE'] = 'E:/Documents/AI/.Cache' 



model = AutoModel.from_pretrained('moraxgiga/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()}