File size: 490 Bytes
7430631 e503ff7 40e8576 7430631 a260b1b dd6117e be4dd45 91bd2a8 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 |
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('jinaai/jina-embeddings-v2-base-en', trust_remote_code=True)
app = FastAPI()
class Validation(BaseModel):
prompt: List[str]
#Endpoint
@app.post("/jina_embedding")
async def generate_embeddings(item: Validation):
return {"embeddings": model.encode(item.prompt).tolist()}
|