E-dagang Ejen Pemantauan Ulasan

import requests, json, time
from openai import OpenAI

API_BASE = "http://192.168.1.50:8000/v1"
client = OpenAI(base_url=API_BASE, api_key="not-needed")
SHOPEE_API = "https://partner.shopeemobile.com/api/v2"

def fetch_reviews(shop_id, days=7):
    # Get recent reviews
    resp = requests.get(f"{SHOPEE_API}/orders/get_escrow_detail")
    return resp.json().get("reviews", [])

def analyze_sentiment(text):
    resp = client.chat.completions.create(
        model="llama-3.1-8b",
        messages=[{"role":"user","content":
            f"Classify this review sentiment (+/–/0): {text}"}])
    return resp.choices[0].message.content

def flag_anomaly(review):
    rules = ["bot pattern", "repeated text", "fake rating"]
    return any(r in review.get("text","").lower() for r in rules)

while True:
    reviews = fetch_reviews(shop_id="12345")
    flagged = [r for r in reviews if flag_anomaly(r)]
    for r in reviews[:10]:
        sentiment = analyze_sentiment(r["text"])
        print(json.dumps({"id":r["id"],"sentiment":sentiment}))
    time.sleep(3600)