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DOCS_INDEX.md

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+# CortexNet Documentation Hub
+
+This folder contains full documentation for CortexNet in both Chinese and English.
+
+## Chinese (简体中文)
+
+- [技术架构书](./zh-CN/ARCHITECTURE_BOOK.md)
+- [白皮书](./zh-CN/WHITEPAPER.md)
+- [快速开始与使用指南](./zh-CN/QUICKSTART_AND_USAGE.md)
+- [训练与部署手册](./zh-CN/TRAINING_AND_DEPLOYMENT.md)
+- [适配与兼容设计](./zh-CN/ADAPTATION_AND_COMPATIBILITY.md)
+- [基准与评测方法](./zh-CN/BENCHMARKING_AND_EVALUATION.md)
+- [路线图与版本策略](./zh-CN/ROADMAP.md)
+- [开源发布与协作指南](./zh-CN/OPEN_SOURCE_GUIDE.md)
+- [API 参考](./zh-CN/API_REFERENCE.md)
+- [常见问题（FAQ）](./zh-CN/FAQ.md)
+- [架构可视化](./zh-CN/ARCHITECTURE_VISUAL.md)
+- [Hugging Face 发布指南](./zh-CN/HF_PUBLISHING.md)
+
+## English
+
+- [Architecture Book](./en/ARCHITECTURE_BOOK.md)
+- [Whitepaper](./en/WHITEPAPER.md)
+- [Quickstart and Usage](./en/QUICKSTART_AND_USAGE.md)
+- [Training and Deployment](./en/TRAINING_AND_DEPLOYMENT.md)
+- [Adaptation and Compatibility](./en/ADAPTATION_AND_COMPATIBILITY.md)
+- [Benchmarking and Evaluation](./en/BENCHMARKING_AND_EVALUATION.md)
+- [Roadmap and Versioning](./en/ROADMAP.md)
+- [Open Source Collaboration Guide](./en/OPEN_SOURCE_GUIDE.md)
+- [API Reference](./en/API_REFERENCE.md)
+- [FAQ](./en/FAQ.md)
+- [Architecture Visuals](./en/ARCHITECTURE_VISUAL.md)
+- [Hugging Face Publishing Guide](./en/HF_PUBLISHING.md)
+
+## Release Reports
+
+- [Release Benchmark Reports](./reports/README.md)