Update app.py
Browse files
app.py
CHANGED
@@ -1,6 +1,6 @@
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import requests
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from bs4 import BeautifulSoup
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import fitz
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import os
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import openai
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import re
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@@ -52,6 +52,19 @@ def summarize_paper(paper_id):
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save_summary(paper_id, summary) # 新しい要約を保存
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return summary, tokens_used
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def summarize_text_with_chat(text, max_length=10000):
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"""テキストをOpenAIのChat APIを使用して要約する。"""
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openai.api_key = os.getenv('OPEN_AI_API_KEYS')
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@@ -69,7 +82,37 @@ def summarize_text_with_chat(text, max_length=10000):
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total_token = response.usage.total_tokens
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return summary_text, total_token
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if __name__ == "__main__":
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iface.launch()
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import requests
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from bs4 import BeautifulSoup
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import fitz #pip install PyMuPDF
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import os
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import openai
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import re
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save_summary(paper_id, summary) # 新しい要約を保存
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return summary, tokens_used
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def fetch_paper_links(url):
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"""指定したURLから特定の形式に完全にマッチするリンクを取得し、重複を排除する(順序保持)"""
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response = requests.get(url)
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soup = BeautifulSoup(response.text, 'html.parser')
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# パターンの開始(^)と終了($)を指定して、完全一致を検出
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pattern = re.compile(r'^/papers/\d+\.\d+$')
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links = []
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for a in soup.find_all('a', href=True):
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href = a['href']
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if pattern.match(href) and href not in links:
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links.append(href)
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return links
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def summarize_text_with_chat(text, max_length=10000):
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"""テキストをOpenAIのChat APIを使用して要約する。"""
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openai.api_key = os.getenv('OPEN_AI_API_KEYS')
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total_token = response.usage.total_tokens
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return summary_text, total_token
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def gradio_interface():
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papers_url = 'https://huggingface.co/papers' # デフォルトURL
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paper_links = fetch_paper_links(papers_url)
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paper_ids = set(link.split('/')[-1] for link in paper_links)
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total_tokens_used = 0
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summaries = []
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for paper_id in paper_ids:
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summary_info = ""
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try:
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summary, tokens_used = summarize_paper(paper_id)
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total_tokens_used += tokens_used
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paper_id_url = f"https://arxiv.org/pdf/{paper_id}.pdf"
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summary_info += f'論文: {paper_id_url}\n{summary}\n'
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except Exception as e:
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summary_info += f"Error processing paper ID {paper_id}: {e}\n"
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summaries.append(summary_info)
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summaries_markdown = "\n---\n".join(summaries) # 要約を水平線で区切る
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return summaries_markdown + f"\n全ての要約で使用されたトータルトークン数: {total_tokens_used}"
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# Gradioインターフェースの設定
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iface = gr.Interface(
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fn=gradio_interface,
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inputs=[], # 入力部分を削除
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outputs=gr.Markdown(),
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title="論文要約ツール",
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description="[Daily Papers](https://huggingface.co/papers)に掲載された本日の論文を取得し、日本語で要約します。"
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)
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if __name__ == "__main__":
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iface.launch()
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