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+{
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+ "cells": [
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+ {
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+ "cell_type": "markdown",
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+ "id": "f6af5166",
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+ "metadata": {},
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+ "source": [
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+ "#### 练习8：通过配置方式完成之前练习\n",
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+ "1. 通过Dify（SaaS），配置练习7\n",
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+ " 1. 通过Dify配置RAG对话能力，并调试\n",
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+ " 2. 并使用Python SDK对接Dify API，实现打字机效果的对话"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": null,
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+ "id": "982f3398",
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+ "metadata": {},
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+ "outputs": [],
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+ "source": [
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+ "import os\n",
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+ "from dotenv import load_dotenv\n",
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+ "# Our official coze sdk for Python [cozepy](https://github.com/coze-dev/coze-py)\n",
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+ "from cozepy import COZE_CN_BASE_URL\n",
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+ "\n",
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+ "load_dotenv()\n",
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+ "coze_api_token = os.getenv('COZE_API_TOKEN')\n",
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+ "coze_api_base = COZE_CN_BASE_URL\n",
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+ "\n",
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+ "from cozepy import Coze, TokenAuth, Message, ChatStatus, MessageContentType, ChatEventType # noqa\n",
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+ "\n",
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+ "# Init the Coze client through the access_token.\n",
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+ "coze = Coze(auth=TokenAuth(token=coze_api_token), base_url=coze_api_base)\n",
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+ "\n",
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+ "# Create a bot instance in Coze, copy the last number from the web link as the bot's ID.\n",
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+ "bot_id = '7534920608694697994'\n",
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+ "# The user id identifies the identity of a user. Developers can use a custom business ID\n",
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+ "# or a random string.\n",
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+ "user_id = 'test'\n",
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+ "\n",
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+ "# Call the coze.chat.stream method to create a chat. The create method is a streaming\n",
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+ "# chat and will return a Chat Iterator. Developers should iterate the iterator to get\n",
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+ "# chat event and handle them.\n",
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+ "def chat(content:str):\n",
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+ " for event in coze.chat.stream(\n",
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+ " bot_id=bot_id,\n",
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+ " user_id=user_id,\n",
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+ " additional_messages=[\n",
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+ " Message.build_user_question_text(content),\n",
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+ " ],\n",
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+ " ):\n",
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+ " if event.event == ChatEventType.CONVERSATION_MESSAGE_DELTA:\n",
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+ " print(event.message.content, end=\"\", flush=True)\n",
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+ "\n",
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+ " if event.event == ChatEventType.CONVERSATION_CHAT_COMPLETED:\n",
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+ " print()\n",
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+ " print(\"token usage:\", event.chat.usage.token_count)"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": 4,
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+ "id": "ac5a854f",
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "name": "stdout",
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+ "output_type": "stream",
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+ "text": [
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+ "\n",
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+ "基于引用的内容，中国移动2024年业绩的关键数据总结如下：\n",
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+ "\n",
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+ "- **营业收入**：2024年，营业收入达到人民币10.408亿元。 \n",
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+ "- **客户规模**：截至2024年12月31日，移动客户总数达10.04亿户，有线宽带客户总数达3.15亿户[1]。 \n",
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+ "- **审计意见**：财务报表获得无保留审计意见，公允反映了2024年度的合并经营成果和现金流量[1]。 \n",
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+ "\n",
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+ "知识库中未提及2024年净利润或其他具体利润数据。如需更详细财务指标（如利润或支出），建议查阅完整年度报告。\n",
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+ "\n",
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+ "[1] 上市公司年报数据_中国移动：2024年度报告_MinerU__20250805023247.md\n",
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+ "token usage: 4448\n"
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+ ]
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+ }
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+ ],
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+ "source": [
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+ "chat(\"中国移动2024年业绩如何？\")"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": 5,
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+ "id": "0d8c068b",
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "name": "stdout",
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+ "output_type": "stream",
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+ "text": [
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+ "\n",
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+ "基于提供的知识库上市公司年报数据内容（引用的内容），我分析了关于中国石油天然气股份有限公司2024年的总营收和净利润的查询。以下是准确回答：\n",
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+ "\n",
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+ "### 1. **净利润**\n",
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+ "根据知识库，2024年中国石油集团净利润为人民币1,837.55亿元：\n",
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+ "> \"净利润 2024年本集团净利润为人民币1,837.55亿元，比上年同期的人民币1,805.63亿元增长1.8%\"。 \n",
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+ "[1] \n",
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+ "*(来源：2024年度财务报表附注，中国石油天然气股份有限公司年报)*\n",
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+ "\n",
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+ "### 2. **总营收**\n",
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+ "在提供的知识库片段中，没有明确提到中国石油2024年集团层面的总营收信息。知识库仅包含分部业绩数据（如油气和新能源分部营业收入人民币9,068.13亿元），但未汇总或披露整体总营收数字，因此无法提供此数据。\n",
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+ "\n",
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+ "### 总结\n",
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+ "- **净利润**：2024年为人民币1,837.55亿元（来源[1]）。 \n",
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+ "- **总营收**：知识库中缺少相关信息，无法回答。 \n",
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+ "\n",
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+ "如需进一步查询其他财务指标，请提供更具体的问题。\n",
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+ "\n",
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+ "[1] [上市公司年报数据_中国石油：2024年度报告.pdf](https://lf3-appstore-sign.oceancloudapi.com/ocean-cloud-tos/FileBizType.BIZ_BOT_DATASET/230249281107772_1754447673921450960_E2ZXmJDe5x.pdf?lk3s=61a3dea3&x-expires=1757040182&x-signature=BmBmnQC0f8mEWsGq4ik0JVOKcZM%3D)\n",
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+ "token usage: 3144\n"
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+ ]
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+ }
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+ ],
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+ "source": [
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+ "chat(\"中国石油2024年的总营收。净利润是多少？\")"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": 6,
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+ "id": "62e3e9b3",
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "name": "stdout",
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+ "output_type": "stream",
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+ "text": [
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+ "\n",
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+ "中国石油2024年的营业收入为10,408亿元。[1]\n",
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+ "\n",
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+ "[1] 上市公司年报数据_中国移动：2024年度报告_MinerU__20250805023247.md\n",
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+ "token usage: 2717\n"
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+ ]
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+ }
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+ ],
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+ "source": [
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+ "chat(\"中国石油2024年的营业收入是多少？\")"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": 22,
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+ "id": "12cff4f0",
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "name": "stdout",
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+ "output_type": "stream",
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+ "text": [
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+ "\n",
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+ "根据提供的文档内容，2023年腾讯音乐的毛利为**人民币9,795百万元**（约合1,380百万美元）。该数据源于以下披露：\n",
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+ "> \"我們的毛利由2022年的人民幣8,773百萬元增加11.6%至2023年的人民幣9,795百萬元（1,380百萬美元）\" [1]\n",
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+ "\n",
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+ "[1] 上市公司年报数据_腾讯音乐-SW：2023年度报告_MinerU__20250805023649.md\n",
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+ "token usage: 2069\n"
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+ ]
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+ }
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+ ],
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+ "source": [
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+ "chat(\"2023年騰訊音樂的毛利是多少？\")"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": 23,
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+ "id": "744ed15d",
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "name": "stdout",
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+ "output_type": "stream",
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+ "text": [
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+ "\n",
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+ "基于引用的内容，2023年騰訊音樂娛樂集團的合併資產負債表內容總結如下：\n",
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+ "\n",
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+ "- **主要內容**：記錄集團在2023年12月31日的財務狀況，包括資產、負債和股東權益等項目。該資產負債表是其合併財務報表的核心組成部分[1]。\n",
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+ "- **資產項目**：根據可變利益實體（VIE）的數據，資產總額主要包括現金及現金等價物、應收賬款、預付款項、存款及其他流動資產、無形資產及土地使用權（如適用）[2]。\n",
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+ "- **負債項目**：負債總額主要包括應付賬款、預提費用及其他流動負債[2]。\n",
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+ "- **其他說明**：合併財務報表還包括損益表、綜合收益表、權益變動表和現金流量表等，並附有會計政策解釋[1]。\n",
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+ "\n",
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+ "由於召回內容未提供完整資產負債表的詳細項目（如具體數字或所有類別），建議查閱原始報告第188至247頁[1]獲取更全面信息。\n",
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+ "\n",
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+ "[1] 上市公司年报数据_腾讯音乐-SW：2023年度报告_MinerU__20250805023649.md\n",
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+ "[2] 上市公司年报数据_腾讯音乐-SW：2024年度报告_MinerU__20250805023644.md\n",
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+ "token usage: 3894\n"
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+ ]
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+ }
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+ ],
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+ "source": [
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+ "chat(\"2023年騰訊音樂的合併資產負債表有什麼內容？\")"
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+ ]
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+ }
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+ ],
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+ "metadata": {
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+ "kernelspec": {
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+ "display_name": "ai-learning",
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+ "language": "python",
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+ "name": "python3"
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+ },
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+ "language_info": {
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+ "codemirror_mode": {
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+ "name": "ipython",
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+ "version": 3
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+ },
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+ "file_extension": ".py",
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+ "mimetype": "text/x-python",
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+ "name": "python",
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+ "nbconvert_exporter": "python",
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+ "pygments_lexer": "ipython3",
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+ "version": "3.11.13"
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+ }
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+ },
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+ "nbformat": 4,
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+ "nbformat_minor": 5
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+}
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