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            **如果喜欢这个项目,请给它一个Star;如果你发明了更好用的快捷键或函数插件,欢迎发issue或者pull requests**
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| @@ -68,11 +70,13 @@ huggingface免科学上网[在线体验](https://huggingface.co/spaces/qingxu98/ | |
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            <img src="https://user-images.githubusercontent.com/96192199/226935232-6b6a73ce-8900-4aee-93f9-733c7e6fef53.png" width="700" >
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            </div>
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            - 多种大语言模型混合调用([v3.1分支](https://github.com/binary-husky/chatgpt_academic/tree/v3.1)测试中)
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            <div align="center">
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            <img src="https://user-images.githubusercontent.com/96192199/ | 
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            </div>
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            ## 直接运行 (Windows, Linux or MacOS)
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            # <img src="docs/logo.png" width="40" > ChatGPT 学术优化
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            **如果喜欢这个项目,请给它一个Star;如果你发明了更好用的快捷键或函数插件,欢迎发issue或者pull requests**
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            <img src="https://user-images.githubusercontent.com/96192199/226935232-6b6a73ce-8900-4aee-93f9-733c7e6fef53.png" width="700" >
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            </div>
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            - 多种大语言模型混合调用(ChatGLM + OpenAI-GPT3.5 + [API2D](https://api2d.com/)-GPT4, [v3.1分支](https://github.com/binary-husky/chatgpt_academic/tree/v3.1)测试中)
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            <div align="center">
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            <img src="https://user-images.githubusercontent.com/96192199/232537274-deca0563-7aa6-4b5d-94a2-b7c453c47794.png" width="700" >
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            </div>
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            v3.1的[huggingface测试版](https://huggingface.co/spaces/qingxu98/academic-chatgpt-beta)(huggingface版不支持chatglm)
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            ## 直接运行 (Windows, Linux or MacOS)
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                    threading.Thread(target=auto_update, name="self-upgrade", daemon=True).start()
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                auto_opentab_delay()
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                demo.queue(concurrency_count=CONCURRENT_COUNT).launch(server_name="0.0.0.0", server_port=PORT, auth=AUTHENTICATION)
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            if __name__ == "__main__":
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                main()
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                    threading.Thread(target=auto_update, name="self-upgrade", daemon=True).start()
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                auto_opentab_delay()
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                demo.queue(concurrency_count=CONCURRENT_COUNT).launch(server_name="0.0.0.0", server_port=PORT, auth=AUTHENTICATION, favicon_path="docs/logo.png")
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            if __name__ == "__main__":
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                main()
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