dwtect / app.py
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from fastapi import FastAPI
from pydantic import BaseModel
from openai import OpenAI
import uvicorn
app = FastAPI()
# =========================
# OPENAI CLIENT
# =========================
client = OpenAI() # uses OPENAI_API_KEY from environment / HF Secrets
# =========================
# REQUEST BODY
# =========================
class TextIn(BaseModel):
text: str
# =========================
# CORE MODERATION FUNCTION
# =========================
def analyze_text(text: str):
try:
response = client.moderations.create(
model="omni-moderation-latest",
input=text
)
result = response.results[0]
return {
"input": text,
"flagged": result.flagged,
"categories": result.categories.model_dump(),
"category_scores": result.category_scores.model_dump()
}
except Exception as e:
return {
"input": text,
"error": str(e),
"flagged": False
}
# =========================
# GET ENDPOINT
# =========================
@app.get("/analyze")
def analyze_get(text: str):
return analyze_text(text)
# =========================
# POST ENDPOINT
# =========================
@app.post("/analyze")
def analyze_post(body: TextIn):
return analyze_text(body.text)
# =========================
# ROOT
# =========================
@app.get("/")
def root():
return {
"status": "ok",
"usage": "/analyze?text=your_text_here"
}
# =========================
# RUN (for local testing only)
# =========================
if __name__ == "__main__":
uvicorn.run(app, host="0.0.0.0", port=7860)