app.py

from fastapi import FastAPI
from fastapi.responses import JSONResponse
from fastapi.middleware.cors import CORSMiddleware
from textclassifier import TextClassifier
from dto import ClassifyRequest

from transformers import pipeline

hub_model_id = "NathyB/Hate-Speech-Detection-in-Amharic-Language-mBERT"
text_classifier = pipeline("text-classification", model=hub_model_id)


app = FastAPI()

# Setup cors
app.add_middleware(
    CORSMiddleware,
    allow_origins=["*"],
    allow_credentials=True,
    allow_methods=["*"],
    allow_headers=["*"],
)



@app.post("/textclassify")
def classifyText(request_body:ClassifyRequest):
    text = request_body.text
    summary = TextClassifier(text_classifier).classify(text)
    return JSONResponse(content=summary, status_code=201)




# Get route
@app.get("/")
def home():
    return {"hello":"world"}