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Update src/streamlit_app.py
Browse files- src/streamlit_app.py +22 -30
src/streamlit_app.py
CHANGED
@@ -11,7 +11,7 @@ from collections import Counter
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import json
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import os
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from datetime import datetime, timedelta
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-
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from dotenv import load_dotenv
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import traceback
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import plotly.graph_objects as go
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@@ -42,7 +42,6 @@ global_scheduler_state = SchedulerState()
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# API ํค ๊ด๋ฆฌ๋ฅผ ์ํ ์ธ์
์ํ ์ด๊ธฐํ
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if 'openai_api_key' not in st.session_state:
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st.session_state.openai_api_key = None
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-
st.session_state.openai_client = None
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# ์ฌ๋ฌ ๋ฐฉ๋ฒ์ผ๋ก API ํค ๋ก๋ ์๋
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load_dotenv() # .env ํ์ผ์์ ๋ก๋ ์๋
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@@ -50,19 +49,17 @@ load_dotenv() # .env ํ์ผ์์ ๋ก๋ ์๋
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# 1. ํ๊ฒฝ ๋ณ์์์ API ํค ํ์ธ
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if os.environ.get('OPENAI_API_KEY'):
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st.session_state.openai_api_key = os.environ.get('OPENAI_API_KEY')
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# 2. Streamlit secrets์์ API ํค ํ์ธ (try-except๋ก ์ค๋ฅ ๋ฐฉ์ง)
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if not st.session_state.openai_api_key:
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try:
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if 'OPENAI_API_KEY' in st.secrets:
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st.session_state.openai_api_key = st.secrets['OPENAI_API_KEY']
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except Exception as e:
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pass # secrets ํ์ผ์ด ์์ด๋ ์ค๋ฅ ๋ฐ์ํ์ง ์์
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-
# 3. API ํค๊ฐ ์์ผ๋ฉด ํด๋ผ์ด์ธํธ ์ด๊ธฐํ
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if st.session_state.openai_api_key:
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st.session_state.openai_client = OpenAI(api_key=st.session_state.openai_api_key)
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# ์์ ๋๋ ํ ๋ฆฌ๋ฅผ ์ฌ์ฉํ๋๋ก NLTK ๋ฐ์ดํฐ ๊ฒฝ๋ก ์ค์
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nltk_data_dir = '/tmp/nltk_data'
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os.makedirs(nltk_data_dir, exist_ok=True)
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@@ -94,7 +91,7 @@ with st.sidebar:
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api_key = st.text_input("OpenAI API ํค ์
๋ ฅ", type="password")
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if api_key:
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st.session_state.openai_api_key = api_key
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st.success("API ํค๊ฐ ์ค์ ๋์์ต๋๋ค!")
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# ์ ์ฅ๋ ๊ธฐ์ฌ๋ฅผ ๋ถ๋ฌ์ค๋ ํจ์
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@@ -328,13 +325,13 @@ def analyze_news_content(news_df):
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results['top_keywords'] = []
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return results
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# OpenAI API๋ฅผ ์ด์ฉํ ์ ๊ธฐ์ฌ ์์ฑ
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def generate_article(original_content, prompt_text):
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try:
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if not st.session_state.
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return "OpenAI API ํค๊ฐ ์ค์ ๋์ง ์์์ต๋๋ค."
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response =
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model="gpt-4.1-mini",
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messages=[
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{"role": "system", "content": "๋น์ ์ ์ ๋ฌธ์ ์ธ ๋ด์ค ๊ธฐ์์
๋๋ค. ์ฃผ์ด์ง ๋ด์ฉ์ ๋ฐํ์ผ๋ก ์๋ก์ด ๊ธฐ์ฌ๋ฅผ ์์ฑํด์ฃผ์ธ์."},
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@@ -342,26 +339,22 @@ def generate_article(original_content, prompt_text):
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],
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max_tokens=2000
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)
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return response.choices[0].message
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except Exception as e:
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return f"๊ธฐ์ฌ ์์ฑ ์ค๋ฅ: {str(e)}"
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# OpenAI API๋ฅผ ์ด์ฉํ ์ด๋ฏธ์ง ์์ฑ
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def generate_image(prompt):
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try:
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if not st.session_state.
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return "OpenAI API ํค๊ฐ ์ค์ ๋์ง ์์์ต๋๋ค."
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response =
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)
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image_base64 = response.data[0].b64_json
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return f"data:image/png;base64,{image_base64}"
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except AttributeError:
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# b64_json๊ฐ ์์ ๊ฒฝ์ฐ URL ์ฌ์ฉ
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return response.data[0].url
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except Exception as e:
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return f"์ด๋ฏธ์ง ์์ฑ ์ค๋ฅ: {str(e)}"
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@@ -714,22 +707,21 @@ elif menu == "๊ธฐ์ฌ ๋ถ์ํ๊ธฐ":
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elif analysis_type == "๊ฐ์ ๋ถ์":
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if st.button("๊ฐ์ ๋ถ์ํ๊ธฐ"):
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if st.session_state.
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with st.spinner("๊ธฐ์ฌ์ ๊ฐ์ ์ ๋ถ์ ์ค์
๋๋ค..."):
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try:
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# ๊ฐ์ ๋ถ์ ํ๋กฌํํธ ์ค์
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response =
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model="gpt-4.1-mini",
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messages=[
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{"role": "system", "content": "๋น์ ์ ํ
์คํธ์ ๊ฐ์ ๊ณผ ๋
ผ์กฐ๋ฅผ ๋ถ์ํ๋ ์ ๋ฌธ๊ฐ์
๋๋ค. ๋ค์ ๋ด์ค ๊ธฐ์ฌ๏ฟฝ๏ฟฝ๏ฟฝ ๊ฐ์ ๊ณผ ๋
ผ์กฐ๋ฅผ ๋ถ์ํ๊ณ , '๊ธ์ ์ ', '๋ถ์ ์ ', '์ค๋ฆฝ์ ' ์ค ํ๋๋ก ๋ถ๋ฅํด ์ฃผ์ธ์. ๋ํ ๊ธฐ์ฌ์์ ๋๋ฌ๋๋ ํต์ฌ ๊ฐ์ ํค์๋๋ฅผ 5๊ฐ ์ถ์ถํ๊ณ , ๊ฐ ํค์๋๋ณ๋ก 1-10 ์ฌ์ด์ ๊ฐ๋ ์ ์๋ฅผ ๋งค๊ฒจ์ฃผ์ธ์. JSON ํ์์ผ๋ก ๋ค์๊ณผ ๊ฐ์ด ์๋ตํด์ฃผ์ธ์: {'sentiment': '๊ธ์ ์ /๋ถ์ ์ /์ค๋ฆฝ์ ', 'reason': '์ด์ ์ค๋ช
...', 'keywords': [{'word': 'ํค์๋1', 'score': 8}, {'word': 'ํค์๋2', 'score': 7}, ...]}"},
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{"role": "user", "content": f"๋ค์ ๋ด์ค ๊ธฐ์ฌ๋ฅผ ๋ถ์ํด ์ฃผ์ธ์:\n\n์ ๋ชฉ: {selected_article['title']}\n\n๋ด์ฉ: {selected_article['content'][:1500]}"}
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],
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max_tokens=800
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response_format={"type": "json_object"}
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)
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# JSON ํ์ฑ
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analysis_result = json.loads(response.choices[0].message
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# ๊ฒฐ๊ณผ ์๊ฐํ
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st.subheader("๊ฐ์ ๋ถ์ ๊ฒฐ๊ณผ")
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@@ -915,7 +907,7 @@ elif menu == "์ ๊ธฐ์ฌ ์์ฑํ๊ธฐ":
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generate_image_too = st.checkbox("๊ธฐ์ฌ ์์ฑ ํ ์ด๋ฏธ์ง๋ ํจ๊ป ์์ฑํ๊ธฐ", value=True)
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if st.button("์ ๊ธฐ์ฌ ์์ฑํ๊ธฐ"):
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if st.session_state.
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with st.spinner("๊ธฐ์ฌ๋ฅผ ์์ฑ ์ค์
๋๋ค..."):
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new_article = generate_article(selected_article['content'], prompt_text)
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import json
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import os
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from datetime import datetime, timedelta
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import openai # ๊ตฌ ๋ฒ์ ๋ฐฉ์ ์ฌ์ฉ
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from dotenv import load_dotenv
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import traceback
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import plotly.graph_objects as go
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# API ํค ๊ด๋ฆฌ๋ฅผ ์ํ ์ธ์
์ํ ์ด๊ธฐํ
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if 'openai_api_key' not in st.session_state:
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st.session_state.openai_api_key = None
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# ์ฌ๋ฌ ๋ฐฉ๋ฒ์ผ๋ก API ํค ๋ก๋ ์๋
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load_dotenv() # .env ํ์ผ์์ ๋ก๋ ์๋
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# 1. ํ๊ฒฝ ๋ณ์์์ API ํค ํ์ธ
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if os.environ.get('OPENAI_API_KEY'):
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st.session_state.openai_api_key = os.environ.get('OPENAI_API_KEY')
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openai.api_key = st.session_state.openai_api_key
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# 2. Streamlit secrets์์ API ํค ํ์ธ (try-except๋ก ์ค๋ฅ ๋ฐฉ์ง)
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if not st.session_state.openai_api_key:
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try:
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if 'OPENAI_API_KEY' in st.secrets:
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st.session_state.openai_api_key = st.secrets['OPENAI_API_KEY']
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openai.api_key = st.session_state.openai_api_key
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except Exception as e:
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pass # secrets ํ์ผ์ด ์์ด๋ ์ค๋ฅ ๋ฐ์ํ์ง ์์
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# ์์ ๋๋ ํ ๋ฆฌ๋ฅผ ์ฌ์ฉํ๋๋ก NLTK ๋ฐ์ดํฐ ๊ฒฝ๋ก ์ค์
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nltk_data_dir = '/tmp/nltk_data'
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os.makedirs(nltk_data_dir, exist_ok=True)
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api_key = st.text_input("OpenAI API ํค ์
๋ ฅ", type="password")
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if api_key:
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st.session_state.openai_api_key = api_key
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openai.api_key = api_key
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st.success("API ํค๊ฐ ์ค์ ๋์์ต๋๋ค!")
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# ์ ์ฅ๋ ๊ธฐ์ฌ๋ฅผ ๋ถ๋ฌ์ค๋ ํจ์
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results['top_keywords'] = []
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return results
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# OpenAI API๋ฅผ ์ด์ฉํ ์ ๊ธฐ์ฌ ์์ฑ (๊ตฌ ๋ฒ์ ๋ฐฉ์)
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def generate_article(original_content, prompt_text):
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try:
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if not st.session_state.openai_api_key:
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return "OpenAI API ํค๊ฐ ์ค์ ๋์ง ์์์ต๋๋ค."
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response = openai.ChatCompletion.create(
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model="gpt-4.1-mini",
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messages=[
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{"role": "system", "content": "๋น์ ์ ์ ๋ฌธ์ ์ธ ๋ด์ค ๊ธฐ์์
๋๋ค. ์ฃผ์ด์ง ๋ด์ฉ์ ๋ฐํ์ผ๋ก ์๋ก์ด ๊ธฐ์ฌ๋ฅผ ์์ฑํด์ฃผ์ธ์."},
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],
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max_tokens=2000
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)
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return response.choices[0].message['content']
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except Exception as e:
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return f"๊ธฐ์ฌ ์์ฑ ์ค๋ฅ: {str(e)}"
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# OpenAI API๋ฅผ ์ด์ฉํ ์ด๋ฏธ์ง ์์ฑ (๊ตฌ ๋ฒ์ ๋ฐฉ์)
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def generate_image(prompt):
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try:
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if not st.session_state.openai_api_key:
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return "OpenAI API ํค๊ฐ ์ค์ ๋์ง ์์์ต๋๋ค."
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response = openai.Image.create(
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prompt=prompt,
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n=1,
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size="1024x1024"
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)
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return response['data'][0]['url']
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except Exception as e:
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return f"์ด๋ฏธ์ง ์์ฑ ์ค๋ฅ: {str(e)}"
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elif analysis_type == "๊ฐ์ ๋ถ์":
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if st.button("๊ฐ์ ๋ถ์ํ๊ธฐ"):
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if st.session_state.openai_api_key:
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with st.spinner("๊ธฐ์ฌ์ ๊ฐ์ ์ ๋ถ์ ์ค์
๋๋ค..."):
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try:
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# ๊ฐ์ ๋ถ์ ํ๋กฌํํธ ์ค์ (๊ตฌ ๋ฒ์ ๋ฐฉ์)
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response = openai.ChatCompletion.create(
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model="gpt-4.1-mini",
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messages=[
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{"role": "system", "content": "๋น์ ์ ํ
์คํธ์ ๊ฐ์ ๊ณผ ๋
ผ์กฐ๋ฅผ ๋ถ์ํ๋ ์ ๋ฌธ๊ฐ์
๋๋ค. ๋ค์ ๋ด์ค ๊ธฐ์ฌ๏ฟฝ๏ฟฝ๏ฟฝ ๊ฐ์ ๊ณผ ๋
ผ์กฐ๋ฅผ ๋ถ์ํ๊ณ , '๊ธ์ ์ ', '๋ถ์ ์ ', '์ค๋ฆฝ์ ' ์ค ํ๋๋ก ๋ถ๋ฅํด ์ฃผ์ธ์. ๋ํ ๊ธฐ์ฌ์์ ๋๋ฌ๋๋ ํต์ฌ ๊ฐ์ ํค์๋๋ฅผ 5๊ฐ ์ถ์ถํ๊ณ , ๊ฐ ํค์๋๋ณ๋ก 1-10 ์ฌ์ด์ ๊ฐ๋ ์ ์๋ฅผ ๋งค๊ฒจ์ฃผ์ธ์. JSON ํ์์ผ๋ก ๋ค์๊ณผ ๊ฐ์ด ์๋ตํด์ฃผ์ธ์: {'sentiment': '๊ธ์ ์ /๋ถ์ ์ /์ค๋ฆฝ์ ', 'reason': '์ด์ ์ค๋ช
...', 'keywords': [{'word': 'ํค์๋1', 'score': 8}, {'word': 'ํค์๋2', 'score': 7}, ...]}"},
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{"role": "user", "content": f"๋ค์ ๋ด์ค ๊ธฐ์ฌ๋ฅผ ๋ถ์ํด ์ฃผ์ธ์:\n\n์ ๋ชฉ: {selected_article['title']}\n\n๋ด์ฉ: {selected_article['content'][:1500]}"}
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],
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max_tokens=800
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)
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# JSON ํ์ฑ (๊ตฌ ๋ฒ์ ๋ฐฉ์)
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analysis_result = json.loads(response.choices[0].message['content'])
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# ๊ฒฐ๊ณผ ์๊ฐํ
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st.subheader("๊ฐ์ ๋ถ์ ๊ฒฐ๊ณผ")
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generate_image_too = st.checkbox("๊ธฐ์ฌ ์์ฑ ํ ์ด๋ฏธ์ง๋ ํจ๊ป ์์ฑํ๊ธฐ", value=True)
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if st.button("์ ๊ธฐ์ฌ ์์ฑํ๊ธฐ"):
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if st.session_state.openai_api_key:
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with st.spinner("๊ธฐ์ฌ๋ฅผ ์์ฑ ์ค์
๋๋ค..."):
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new_article = generate_article(selected_article['content'], prompt_text)
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