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Update app.py
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app.py
CHANGED
@@ -1,5 +1,4 @@
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import os
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import chardet
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import configparser
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from docx import Document
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import gradio as gr
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@@ -8,39 +7,35 @@ from langchain_openai import AzureChatOpenAI
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# 讀取 config.ini 文件
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def load_config(config_file_path):
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config = configparser.ConfigParser()
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# 使用配置檔案路徑直接讀取文件
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try:
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config.read(config_file_path)
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if not config.sections():
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raise ValueError("config.ini 檔案缺少區段標題,請確認檔案格式正確。")
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except Exception as e:
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raise ValueError(f"讀取 config.ini 檔案時發生錯誤:{e}")
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return config
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# 設定 Azure OpenAI 配置
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def create_openai_client(config):
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def read_docx(file):
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"""Reads the content of a .docx file and returns the text."""
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doc = Document(file)
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return text
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def generate_monthly_report(weekly_reports_files, last_month_report_file, llm_gpt4o):
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"""Generates a monthly report based on weekly reports and the last month's report."""
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weekly_reports = []
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for file in weekly_reports_files:
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weekly_reports.append(read_docx(file))
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last_month_report = read_docx(last_month_report_file) if last_month_report_file else ""
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prompt = f"""請根據以下資訊生成本月月報:
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@@ -54,23 +49,22 @@ def generate_monthly_report(weekly_reports_files, last_month_report_file, llm_gp
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prompt += """
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請將每個專案的進度內容進行詳細的描述,並參考上個月月報的格式,製作出本月的月報,並且描述下個月預計事項。
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"""
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def process_reports(weekly_reports_files, last_month_report_file, config_file):
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try:
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# 將 config_file 參數傳遞為檔案路徑
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config_file_path = config_file.name
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config = load_config(config_file_path)
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llm_gpt4o = create_openai_client(config)
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if not weekly_reports_files or not last_month_report_file:
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return "請上傳所有必需的檔案(週報和上個月月報)。"
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return monthly_report
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except Exception as e:
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return f"生成月報時發生錯誤:{str(e)}"
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@@ -82,11 +76,9 @@ with gr.Blocks() as demo:
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with gr.Row():
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weekly_reports_input = gr.File(label="上傳本月週報(多個 .docx 檔案)", file_types=[".docx"], file_count="multiple")
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last_month_report_input = gr.File(label="上傳上個月月報(單個 .docx 檔案)", file_types=[".docx"])
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config_file_input = gr.File(label="上傳 config.ini 檔案")
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output = gr.Textbox(label="生成的月報")
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submit_button = gr.Button("生成月報")
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submit_button.click(process_reports, inputs=[weekly_reports_input, last_month_report_input, config_file_input], outputs=output)
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import os
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import configparser
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from docx import Document
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import gradio as gr
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# 讀取 config.ini 文件
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def load_config(config_file_path):
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config = configparser.ConfigParser()
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try:
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config.read(config_file_path)
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if not config.sections():
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raise ValueError("config.ini 檔案缺少區段標題,請確認檔案格式正確。")
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except Exception as e:
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raise ValueError(f"讀取 config.ini 檔案時發生錯誤:{e}")
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return config
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# 設定 Azure OpenAI 配置
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def create_openai_client(config):
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try:
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return AzureChatOpenAI(
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openai_api_version=config["AzureOpenAI"]["VERSION"],
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azure_deployment=config["AzureOpenAI"]["DEPLOYMENT_NAME_GPT4o"],
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azure_endpoint=config["AzureOpenAI"]["BASE"],
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api_key=config["AzureOpenAI"]["KEY"],
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temperature=0.2,
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)
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except KeyError as e:
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raise ValueError(f"config.ini 檔案缺少必要的欄位:{e}")
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def read_docx(file):
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"""Reads the content of a .docx file and returns the text."""
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doc = Document(file)
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return "\n".join([para.text for para in doc.paragraphs])
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def generate_monthly_report(weekly_reports_files, last_month_report_file, llm_gpt4o):
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"""Generates a monthly report based on weekly reports and the last month's report."""
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weekly_reports = [read_docx(file) for file in weekly_reports_files]
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last_month_report = read_docx(last_month_report_file) if last_month_report_file else ""
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prompt = f"""請根據以下資訊生成本月月報:
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prompt += """
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請將每個專案的進度內容進行詳細的描述,並參考上個月月報的格式,製作出本月的月報,並且描述下個月預計事項。
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"""
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try:
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response = llm_gpt4o.invoke([("system", "You are a professional assistant."), ("human", prompt)])
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return response.content
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except Exception as e:
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raise ValueError(f"生成月報時發生錯誤:{str(e)}")
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def process_reports(weekly_reports_files, last_month_report_file, config_file):
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try:
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config_file_path = config_file.name
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config = load_config(config_file_path)
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llm_gpt4o = create_openai_client(config)
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if not weekly_reports_files or not last_month_report_file:
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return "請上傳所有必需的檔案(週報和上個月月報)。"
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return generate_monthly_report(weekly_reports_files, last_month_report_file, llm_gpt4o)
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except Exception as e:
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return f"生成月報時發生錯誤:{str(e)}"
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with gr.Row():
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weekly_reports_input = gr.File(label="上傳本月週報(多個 .docx 檔案)", file_types=[".docx"], file_count="multiple")
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last_month_report_input = gr.File(label="上傳上個月月報(單個 .docx 檔案)", file_types=[".docx"])
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config_file_input = gr.File(label="上傳 config.ini 檔案")
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output = gr.Textbox(label="生成的月報")
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submit_button = gr.Button("生成月報")
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submit_button.click(process_reports, inputs=[weekly_reports_input, last_month_report_input, config_file_input], outputs=output)
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