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from flask import Flask, request, jsonify
from transformers import pipeline
app = Flask(__name__)
# KoBART ์์ฝ๊ธฐ ๊ณตํต ์ฌ์ฉ
summarizer = pipeline("summarization", model="digit82/kobart-summarization", tokenizer="digit82/kobart-summarization")
@app.route("/")
def home():
return "CW KoBART ์์ฝ ์๋ฒ ์๋ ์ค (๋ฉํฐ ์๋ํฌ์ธํธ /summarize, /econalyze, /ideas)"
@app.route("/summarize", methods=["POST"])
def summarize():
data = request.get_json()
text = data.get("text", "")
if not text.strip():
return jsonify({"error": "์์ฝํ ํ
์คํธ๊ฐ ์์ต๋๋ค"}), 400
try:
result = summarizer(text, max_length=200, min_length=40, do_sample=False)
return jsonify({"summary": result[0]["summary_text"]})
except Exception as e:
return jsonify({"error": str(e)}), 500
@app.route("/econalyze", methods=["POST"])
def econalyze():
data = request.get_json()
text = data.get("text", "")
if not text.strip():
return jsonify({"error": "๊ฒฝ์ ๋ถ์ ์
๋ ฅ์ด ์์ต๋๋ค"}), 400
try:
result = summarizer(text, max_length=300, min_length=80, do_sample=False)
return jsonify({"analysis": result[0]["summary_text"]})
except Exception as e:
return jsonify({"error": str(e)}), 500
@app.route("/ideas", methods=["POST"])
def ideas():
data = request.get_json()
keywords = data.get("keywords", [])
if not keywords:
return jsonify({"ideas": []})
try:
return jsonify({"ideas": [f"{kw} ๊ด๋ จ ๋ธ๋ก๊ทธ ์์ด๋์ด" for kw in keywords]})
except Exception as e:
return jsonify({"error": str(e)}), 500
if __name__ == "__main__":
app.run(host="0.0.0.0", port=7860)
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