Updated README files, added disclaimer section, clarifying project usage limitat…

…ions and legal responsibilities.

@@ -513,6 +513,38 @@ The system has currently completed only the first two steps of the "three-step a
 
 
 Currently, after a long period of crawling and collection, we have accumulated massive data on topic popularity trends over time, trending events, and other change patterns across the entire network. We now have the conditions to develop prediction models. Our team will apply our technical reserves in time series models, graph neural networks, multimodal fusion, and other prediction model technologies to achieve truly data-driven public opinion prediction functionality.
 Currently, after a long period of crawling and collection, we have accumulated massive data on topic popularity trends over time, trending events, and other change patterns across the entire network. We now have the conditions to develop prediction models. Our team will apply our technical reserves in time series models, graph neural networks, multimodal fusion, and other prediction model technologies to achieve truly data-driven public opinion prediction functionality.
 
 
+## ⚠️ Disclaimer
+
+**Important Notice: This project is for educational, academic research, and learning purposes only**
+
+1. **Compliance Statement**:
+   - All code, tools, and functionalities in this project are intended solely for educational, academic research, and learning purposes
+   - Commercial use or profit-making activities are strictly prohibited
+   - Any illegal, non-compliant, or rights-infringing activities are strictly prohibited
+
+2. **Web Scraping Disclaimer**:
+   - The web scraping functionality in this project is intended only for technical learning and research purposes
+   - Users must comply with the target websites' robots.txt protocols and terms of use
+   - Users must comply with relevant laws and regulations and must not engage in malicious scraping or data abuse
+   - Users are solely responsible for any legal consequences arising from the use of web scraping functionality
+
+3. **Data Usage Disclaimer**:
+   - The data analysis functionality in this project is intended only for academic research purposes
+   - Using analysis results for commercial decision-making or profit-making purposes is strictly prohibited
+   - Users should ensure the legality and compliance of the data being analyzed
+
+4. **Technical Disclaimer**:
+   - This project is provided "as is" without any express or implied warranties
+   - The authors are not responsible for any direct or indirect losses caused by the use of this project
+   - Users should evaluate the applicability and risks of this project independently
+
+5. **Liability Limitation**:
+   - Users should fully understand relevant laws and regulations before using this project
+   - Users should ensure their usage complies with local legal and regulatory requirements
+   - Users are solely responsible for any consequences arising from the illegal use of this project
+
+**Please carefully read and understand the above disclaimer before using this project. Using this project indicates that you have agreed to and accepted all the above terms.**
+
 ## 📄 License
 ## 📄 License
 
 
 This project is licensed under the [GPL-2.0 License](LICENSE). Please see the LICENSE file for details.
 This project is licensed under the [GPL-2.0 License](LICENSE). Please see the LICENSE file for details.

@@ -513,6 +513,38 @@ class DeepSearchAgent:
 
 
 目前我们经过很长一段时间的爬取收集，拥有了大量全网话题热度随时间、爆点等的变化趋势热度数据，已经具备了可以开发预测模型的条件。我们团队将运用时序模型、图神经网络、多模态融合等预测模型技术储备于此，实现真正基于数据驱动的舆情预测功能。
 目前我们经过很长一段时间的爬取收集，拥有了大量全网话题热度随时间、爆点等的变化趋势热度数据，已经具备了可以开发预测模型的条件。我们团队将运用时序模型、图神经网络、多模态融合等预测模型技术储备于此，实现真正基于数据驱动的舆情预测功能。
 
 
+## ⚠️ 免责声明
+
+**重要提醒：本项目仅供学习、学术研究和教育目的使用**
+
+1. **合规性声明**：
+   - 本项目中的所有代码、工具和功能均仅供学习、学术研究和教育目的使用
+   - 严禁将本项目用于任何商业用途或盈利性活动
+   - 严禁将本项目用于任何违法、违规或侵犯他人权益的行为
+
+2. **爬虫功能免责**：
+   - 项目中的爬虫功能仅用于技术学习和研究目的
+   - 使用者必须遵守目标网站的robots.txt协议和使用条款
+   - 使用者必须遵守相关法律法规，不得进行恶意爬取或数据滥用
+   - 因使用爬虫功能产生的任何法律后果由使用者自行承担
+
+3. **数据使用免责**：
+   - 项目涉及的数据分析功能仅供学术研究使用
+   - 严禁将分析结果用于商业决策或盈利目的
+   - 使用者应确保所分析数据的合法性和合规性
+
+4. **技术免责**：
+   - 本项目按"现状"提供，不提供任何明示或暗示的保证
+   - 作者不对使用本项目造成的任何直接或间接损失承担责任
+   - 使用者应自行评估项目的适用性和风险
+
+5. **责任限制**：
+   - 使用者在使用本项目前应充分了解相关法律法规
+   - 使用者应确保其使用行为符合当地法律法规要求
+   - 因违反法律法规使用本项目而产生的任何后果由使用者自行承担
+
+**请在使用本项目前仔细阅读并理解上述免责声明。使用本项目即表示您已同意并接受上述所有条款。**
+
 ## 📄 许可证
 ## 📄 许可证
 
 
 本项目采用 [GPL-2.0许可证](LICENSE)。详细信息请参阅LICENSE文件。
 本项目采用 [GPL-2.0许可证](LICENSE)。详细信息请参阅LICENSE文件。