7-1_N_B_module / app.py
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Create app.py
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import gradio as gr
import openai
import os
from typing import Optional
import requests
from bs4 import BeautifulSoup
#############################
# OpenAI API ํด๋ผ์ด์–ธํŠธ ์„ค์ •
openai.api_key = os.getenv("OPENAI_API_KEY")
if not openai.api_key:
raise ValueError("OpenAI API ํ† ํฐ(OPENAI_API_KEY)์ด ์„ค์ •๋˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.")
def call_openai_api(
content: str,
system_message: str,
max_tokens: int,
temperature: float,
top_p: float
) -> str:
"""
OpenAI์˜ GPT-4o-mini ๋ชจ๋ธ์„ ์ด์šฉํ•ด ํ•œ ๋ฒˆ์˜ ์งˆ๋ฌธ(content)์— ๋Œ€ํ•œ ๋‹ต๋ณ€์„ ๋ฐ˜ํ™˜ํ•˜๋Š” ํ•จ์ˆ˜.
"""
try:
response = openai.ChatCompletion.create(
model="gpt-4o-mini",
messages=[
{"role": "system", "content": system_message},
{"role": "user", "content": content},
],
max_tokens=max_tokens,
temperature=temperature,
top_p=top_p,
)
assistant_message = response.choices[0].message['content']
return assistant_message
except Exception as e:
return f"์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค: {str(e)}"
#############################
# ๊ณ ๊ธ‰ ์„ค์ • (OpenAI) - ์ฝ”๋“œ์—์„œ๋งŒ ์ •์˜ (UI์— ๋…ธ์ถœ ๊ธˆ์ง€)
#############################
OPENAI_SYSTEM_MESSAGE = """๋ฐ˜๋“œ์‹œ ํ•œ๊ธ€๋กœ ๋‹ต๋ณ€ํ•  ๊ฒƒ.
๋„ˆ๋Š” ์ตœ๊ณ ์˜ ๋น„์„œ์ด๋‹ค.
๋‚ด๊ฐ€ ์š”๊ตฌํ•˜๋Š” ๊ฒƒ๋“ค์„ ์ตœ๋Œ€ํ•œ ์ž์„ธํ•˜๊ณ  ์ •ํ™•ํ•˜๊ฒŒ ๋‹ต๋ณ€ํ•˜๋ผ.
##[๊ธฐ๋ณธ๊ทœ์น™]
1. ๋ฐ˜๋“œ์‹œ ํ•œ๊ตญ์–ด(ํ•œ๊ธ€)๋กœ ์ž‘์„ฑํ•˜๋ผ.
2. ๋„ˆ๋Š” ๊ฐ€์žฅ ์ฃผ๋ชฉ๋ฐ›๋Š” ๋งˆ์ผ€ํ„ฐ์ด๋ฉฐ ๋ธ”๋กœ๊ทธ ๋งˆ์ผ€ํŒ… ์ „๋ฌธ๊ฐ€์ด๋‹ค.
3. ํŠนํžˆ ๋„ˆ๋Š” '์ •๋ณด์„ฑ(Informative)' ์ „๋ฌธ ๋ธ”๋กœ๊ทธ ๋งˆ์ผ€ํŒ… ์ „๋ฌธ๊ฐ€์ด๋‹ค.
4. ์ •๋ณด ์ œ๊ณต์— ์ดˆ์ ์„ ๋งž์ถ”์–ด ์ž‘์„ฑํ•œ๋‹ค.
##[ํ…์ŠคํŠธ ์ž‘์„ฑ ๊ทœ์น™]
1. ์†Œ์ฃผ์ œ๋ฅผ 5๊ฐœ๋กœ ๊ตฌ๋ถ„ํ•˜์—ฌ 2000์ž ์ด์ƒ๋˜๋„๋ก ์ž‘์„ฑํ•˜๋ผ.
2. ์ „์ฒด ๋งฅ๋ฝ์„ ์ดํ•ดํ•˜๊ณ  ๋ฌธ์žฅ์˜ ์ผ๊ด€์„ฑ์„ ์œ ์ง€ํ•˜๋ผ.
3. ์ ˆ๋Œ€๋กœ ์ฐธ๊ณ ๊ธ€์„ ํ•œ๋ฌธ์žฅ ์ด์ƒ ๊ทธ๋Œ€๋กœ ์ถœ๋ ฅํ•˜์ง€ ๋ง ๊ฒƒ.
4. ์ฃผ์ œ์™€ ์ƒํ™ฉ์— ๋งž๋Š” ์ ์ ˆํ•œ ์–ดํœ˜๋ฅผ ์„ ํƒํ•˜๋ผ.
5. ํ•œ๊ธ€ ์–ดํœ˜์˜ ๋‚œ์ด๋„๋Š” ์‰ฝ๊ฒŒ ์ž‘์„ฑํ•˜๋ผ.
6. ์ ˆ๋Œ€ ๋ฌธ์žฅ์˜ ๋์— '๋‹ต๋‹ˆ๋‹ค'๋ฅผ ์‚ฌ์šฉํ•˜์ง€ ๋ง ๊ฒƒ.
###[์ •๋ณด์„ฑ ๋ธ”๋กœ๊ทธ ์ž‘์„ฑ ๊ทœ์น™]
1. ๋…์ž๊ฐ€ ์–ป๊ณ ์ž ํ•˜๋Š” ์œ ์šฉํ•œ ์ •๋ณด์™€ ํฅ๋ฏธ๋กœ์šด ์ •๋ณด๋ฅผ ์ œ๊ณตํ•˜๋„๋ก ์ž‘์„ฑํ•˜๋ผ.
2. ๋…์ž์˜ ๊ณต๊ฐ์„ ์ด๋Œ์–ด๋‚ด๊ณ  ๊ถ๊ธˆ์ฆ์„ ํ•ด๊ฒฐํ•˜๋„๋ก ์ž‘์„ฑํ•˜๋ผ.
3. ๋…์ž์˜ ๊ด€์‹ฌ์‚ฌ๋ฅผ ์ถฉ์กฑ์‹œํ‚ค๋„๋ก ์ž‘์„ฑํ•˜๋ผ.
4. ๋…์ž์—๊ฒŒ ์ด๋“์ด ๋˜๋Š” ์ •๋ณด๋ฅผ ์ž‘์„ฑํ•˜๋ผ.
##[์ œ์™ธ ๊ทœ์น™]
1. ๋ฐ˜๋“œ์‹œ ๋น„์†์–ด ๋ฐ ์š•์„ค(expletive, abusive language, slang)์€ ์ œ์™ธํ•˜๋ผ.
2. ๋ฐ˜๋“œ์‹œ ์ฐธ๊ณ ๊ธ€์˜ ๋งํฌ(URL)๋Š” ์ œ์™ธํ•˜๋ผ.
3. ์ฐธ๊ณ ๊ธ€์—์„œ '๋งํฌ๋ฅผ ํ™•์ธํ•ด์ฃผ์„ธ์š”'์™€ ๊ฐ™์€ ๋งํฌ ์ด๋™์˜ ๋ฌธ๊ตฌ๋Š” ์ œ์™ธํ•˜๋ผ.
4. ์ฐธ๊ณ ๊ธ€์— ์žˆ๋Š” ์ž‘์„ฑ์ž, ํ™”์ž, ์œ ํŠœ๋ฒ„, ๊ธฐ์ž์˜ ์ด๋ฆ„, ์• ์นญ, ๋‹‰๋„ค์ž„์€ ๋ฐ˜๋“œ์‹œ ์ œ์™ธํ•˜๋ผ.
5. ๋ฐ˜๋“œ์‹œ ๋ฌธ์žฅ์˜ ๋๋ถ€๋ถ„์ด ์–ด์ƒ‰ํ•œ ํ•œ๊ตญ์–ด ํ‘œํ˜„์€ ์ œ์™ธํ•˜๋ผ('์˜ˆ์š”', '๋‹ต๋‹ˆ๋‹ค', 'ํ•ด์š”', 'ํ•ด์ฃผ์ฃ ', '๋์ฃ ', '๋์–ด์š”', '๊ณ ์š”' ๋“ฑ.)
"""
OPENAI_MAX_TOKENS = 4000
OPENAI_TEMPERATURE = 0.7
OPENAI_TOP_P = 0.95
#############################
# UI - ๋ธ”๋กœ๊ทธ ์ƒ์„ฑ๊ธฐ
#############################
def blog_generator():
with gr.Blocks() as blog_tab:
gr.Markdown("# ๋ธ”๋กœ๊ทธ ์ƒ์„ฑ๊ธฐ")
# ๋งํˆฌ๋ฐ”๊พธ๊ธฐ (๋ผ๋””์˜ค ๋ฒ„ํŠผ)
tone_radio = gr.Radio(
label="๋งํˆฌ๋ฐ”๊พธ๊ธฐ",
choices=["์นœ๊ทผํ•˜๊ฒŒ", "์ผ๋ฐ˜์ ์ธ", "์ „๋ฌธ์ ์ธ"],
value="์ผ๋ฐ˜์ ์ธ" # ๊ธฐ๋ณธ ์„ ํƒ
)
# ์ฐธ์กฐ๊ธ€ ์ž…๋ ฅ (3๊ฐœ)
ref1 = gr.Textbox(label="์ฐธ์กฐ๊ธ€ 1")
ref2 = gr.Textbox(label="์ฐธ์กฐ๊ธ€ 2")
ref3 = gr.Textbox(label="์ฐธ์กฐ๊ธ€ 3")
output_box = gr.Textbox(label="๊ฒฐ๊ณผ", lines=20, interactive=False)
def generate_blog(tone_value: str, ref1_value: str, ref2_value: str, ref3_value: str) -> str:
# ํ”„๋กฌํ”„ํŠธ ์ƒ์„ฑ
question = (
f"๋งํˆฌ: {tone_value}\n"
f"์ฐธ์กฐ๊ธ€1: {ref1_value}\n"
f"์ฐธ์กฐ๊ธ€2: {ref2_value}\n"
f"์ฐธ์กฐ๊ธ€3: {ref3_value}\n"
)
# OpenAI GPT-4o-mini ๋ชจ๋ธ ํ˜ธ์ถœ
response = call_openai_api(
content=question,
system_message=OPENAI_SYSTEM_MESSAGE,
max_tokens=OPENAI_MAX_TOKENS,
temperature=OPENAI_TEMPERATURE,
top_p=OPENAI_TOP_P
)
return response
generate_button = gr.Button("์ƒ์„ฑํ•˜๊ธฐ")
generate_button.click(
fn=generate_blog,
inputs=[tone_radio, ref1, ref2, ref3],
outputs=output_box
)
return blog_tab
#############################
# ์ถ”๊ฐ€ ๊ธฐ๋Šฅ - ๋„ค์ด๋ฒ„ ๋ธ”๋กœ๊ทธ ์Šคํฌ๋ž˜ํ•‘
#############################
def convert_to_mobile_url(url):
"""
PC URL์„ ๋ชจ๋ฐ”์ผ URL๋กœ ๋ณ€ํ™˜.
"""
if "m.blog.naver.com" not in url:
if "blog.naver.com" in url:
url_parts = url.split("/")
if len(url_parts) >= 5:
user_id = url_parts[3]
post_id = url_parts[4]
return f"https://m.blog.naver.com/{user_id}/{post_id}"
return url
def scrape_naver_blog(url):
"""
๋„ค์ด๋ฒ„ ๋ธ”๋กœ๊ทธ์˜ ์ œ๋ชฉ๊ณผ ๋‚ด์šฉ(ํ…์ŠคํŠธ๋งŒ) ์Šคํฌ๋ž˜ํ•‘.
"""
try:
# ๋ชจ๋ฐ”์ผ URL ๋ณ€ํ™˜
mobile_url = convert_to_mobile_url(url)
print(f"Converted Mobile URL: {mobile_url}")
response = requests.get(mobile_url)
response.raise_for_status()
soup = BeautifulSoup(response.text, 'html.parser')
# ์ œ๋ชฉ ์Šคํฌ๋ž˜ํ•‘
title_element = soup.find("div", class_="se-module se-module-text se-title-text")
title = title_element.get_text(strip=True) if title_element else "์ œ๋ชฉ์„ ์ฐพ์„ ์ˆ˜ ์—†์Œ"
# ๋ณธ๋ฌธ ๋‚ด์šฉ ์Šคํฌ๋ž˜ํ•‘
content_elements = soup.find_all("div", class_="se-module se-module-text")
content = "\n".join(
elem.get_text(strip=True) for elem in content_elements
) if content_elements else "๋‚ด์šฉ์„ ์ฐพ์„ ์ˆ˜ ์—†์Œ"
# ๋””๋ฒ„๊น… ๋ฉ”์‹œ์ง€ ์ถœ๋ ฅ
print(f"Scraped Title: {title}")
print(f"Scraped Content: {content}")
# ๊ฒฐ๊ณผ ๋ฐ˜ํ™˜
result = f"์ œ๋ชฉ: {title}\n\n๋‚ด์šฉ: {content}"
return result
except Exception as e:
print(f"Error: {e}")
return f"์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค: {e}"
# Gradio ์ธํ„ฐํŽ˜์ด์Šค ์ •์˜
def run_scraper(url):
return scrape_naver_blog(url)
def naver_blog_scraper():
with gr.Blocks() as scraper_tab:
gr.Markdown("# ๋„ค์ด๋ฒ„ ๋ธ”๋กœ๊ทธ ์Šคํฌ๋ž˜ํ•‘")
url_input = gr.Textbox(label="๋„ค์ด๋ฒ„ ๋ธ”๋กœ๊ทธ URL")
output_box = gr.Textbox(label="์Šคํฌ๋ž˜ํ•‘ ๊ฒฐ๊ณผ", lines=20, interactive=False)
scrape_button = gr.Button("์Šคํฌ๋ž˜ํ•‘ํ•˜๊ธฐ")
scrape_button.click(
fn=run_scraper,
inputs=url_input,
outputs=output_box
)
return scraper_tab
#############################
# ๋ฉ”์ธ UI - ํƒญ ๊ตฌ์„ฑ
#############################
with gr.Blocks() as demo:
gr.Markdown("# ํ†ตํ•ฉ Gradio ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜")
with gr.Tab("๋ธ”๋กœ๊ทธ ์ƒ์„ฑ๊ธฐ"):
blog_tab = blog_generator()
with gr.Tab("๋„ค์ด๋ฒ„ ๋ธ”๋กœ๊ทธ ์Šคํฌ๋ž˜ํ•‘"):
scraper_tab = naver_blog_scraper()
if __name__ == "__main__":
demo.launch()