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Update app.py
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app.py
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@@ -1,12 +1,25 @@
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from flask import Flask, request, jsonify
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from transformers import pipeline
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from newspaper import Article
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app = Flask(
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#
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model = pipeline("text-classification", model="mrm8488/bert-tiny-finetuned-fake-news-detection")
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@app.route("/analyze", methods=["POST"])
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def analyze():
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data = request.get_json() or {}
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@@ -26,7 +39,6 @@ def analyze():
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return jsonify({"error": "No text provided"}), 400
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try:
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# Optionally, preprocess text here for better accuracy
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result = model(text)[0]
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label = result["label"]
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score = result["score"]
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from flask import Flask, request, jsonify, send_from_directory
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from transformers import pipeline
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from newspaper import Article
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import os
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app = Flask(
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__name__,
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static_folder="frontend/static",
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template_folder="frontend/templates"
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)
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# Load the smallest model for resource efficiency
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model = pipeline("text-classification", model="mrm8488/bert-tiny-finetuned-fake-news-detection")
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@app.route("/")
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def index():
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return send_from_directory("frontend/templates", "index.html")
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@app.route("/static/<path:path>")
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def static_files(path):
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return send_from_directory("frontend/static", path)
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@app.route("/analyze", methods=["POST"])
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def analyze():
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data = request.get_json() or {}
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return jsonify({"error": "No text provided"}), 400
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try:
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result = model(text)[0]
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label = result["label"]
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score = result["score"]
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