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Browse files- README.md +5 -4
- app.py +108 -0
- gitattributes +35 -0
- requirements.txt +4 -0
README.md
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---
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title: Gemini PDF
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emoji:
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colorFrom: gray
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sdk:
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sdk_version:
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app_file: app.py
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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title: Gemini PDF
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emoji: 🏢
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colorFrom: gray
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colorTo: yellow
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sdk: gradio
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sdk_version: 5.4.0
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app_file: app.py
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pinned: false
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license: other
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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import os
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import time
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import gradio as gr
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import google.generativeai as genai
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# 設定 Gemini API KEY
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def configure_api_key(api_key):
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genai.configure(api_key=api_key)
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print("API Key 已配置成功")
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# 上傳 PDF 並等待處理完成
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def upload_and_process_pdf(file_path, mime_type="application/pdf"):
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print("上傳 PDF 中...")
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pdf_file = genai.upload_file(file_path, mime_type=mime_type)
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print(f"PDF '{pdf_file.display_name}' 上傳成功,URI 為: {pdf_file.uri}")
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# 等待 PDF 處理完成
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while pdf_file.state.name == "PROCESSING":
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print("等待 PDF 處理中...")
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time.sleep(10)
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pdf_file = genai.get_file(pdf_file.name)
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if pdf_file.state.name == "FAILED":
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raise ValueError("PDF 處理失敗。")
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print(f"PDF 處理完成: {pdf_file.uri}")
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return pdf_file
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# 使用 PDF 的 URI 來生成描述
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def generate_pdf_summary(api_key, pdf_file_path, prompt="仔細讀檔,彙整重點。繁體中文"):
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configure_api_key(api_key)
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# 上傳並處理 PDF
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try:
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pdf_file = upload_and_process_pdf(pdf_file_path)
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except Exception as e:
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return f"PDF 上傳或處理失敗:{e}", None
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# 設定模型
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model = genai.GenerativeModel(model_name="models/gemini-1.5-pro-002")
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# 發送 LLM 推理請求
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try:
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print("Making LLM inference request...")
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response = model.generate_content(
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[prompt, pdf_file],
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request_options={"timeout": 600}
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)
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# 保存模型回應到文件
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output_file_path = "/tmp/model_response.txt"
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with open(output_file_path, "w") as f:
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f.write(response.text)
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return response.text, output_file_path
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except Exception as e:
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return f"與模型對話時發生錯誤:{e}", None
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# Gradio 介面
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with gr.Blocks() as demo:
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gr.Markdown("### 上傳 PDF 並生成摘要(Gemini)")
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# API Key 輸入
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api_key_input = gr.Textbox(
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label="輸入 API Key",
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placeholder="請輸入您的 Gemini API Key",
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type="password"
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)
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# PDF 上傳
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pdf_input = gr.File(
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label="上傳 PDF",
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type="filepath",
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)
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# 描述提示輸入
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prompt = gr.Textbox(
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label="摘要提示",
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placeholder="默認為 '仔細讀檔,彙整重點。繁體中文'",
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lines=5
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)
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# 提交按鈕
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submit_button = gr.Button("提交")
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# 輸出文字框和下載文件按鈕
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output_text = gr.Textbox(
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label="模型回應",
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placeholder="模型的回應將出現在這裡",
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lines=10
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)
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download_button = gr.File(
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label="下載模型回應",
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interactive=False
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)
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# 設置提交按鈕的函數調用
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def handle_generate_summary(api_key, pdf_file, prompt):
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text_response, file_path = generate_pdf_summary(api_key, pdf_file, prompt)
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return text_response, file_path
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# 提交按鈕的處理
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submit_button.click(
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handle_generate_summary,
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inputs=[api_key_input, pdf_input, prompt],
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outputs=[output_text, download_button]
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)
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# 啟動 Gradio 介面
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demo.launch()
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gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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requirements.txt
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gradio==3.1.4 # 根據您的需求使用最新的相容版本
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google-generativeai # 調整為正確的套件名稱,若有不同
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httpx==0.23.0 # 指定相容版本以防止依賴衝突
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httpcore==0.15.0 # 指定相容版本以防止依賴衝突
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