📢 What’s your vision for DeepTutor?

[pancacake]

Hi everyone! It’s the DeepTutor Team here 👋

DeepTutor belongs to its community. As we grow, we want to make sure we are building tools that actually solve your problems and align with your vision.

Whether you are a researcher, a developer, or a student, we want to hear from YOU.

Comment anything below! 💬

[kushalgarg101]

I do have an idea, and it revolves around adding best proven learning practices like : adding timers to help users revision a concept within some intervals like first its in a day , then its week etc , we can refer some resources and try adding these.

[pancacake]

I do have an idea, and it revolves around adding best proven learning practices like : adding timers to help users revision a concept within some intervals like first its in a day , then its week etc , we can refer some resources and try adding these.

hey! do you use X ,discord or any other platform that you are familiar with? maybe we could have a group to discuss some future features.

[kushalgarg101]

yeah, I am only available on discord, and will share my handle privately to you by email

[pancacake]

yeah, I am only available on discord, and will share my handle privately to you by email

okay, I'll setup a discord group later. I've also send you a email, you can check it

[pancacake]

yeah, I am only available on discord, and will share my handle privately to you by email

pls join the discord by https://discord.gg/aka9p9EW

[ricardomonge]

My vision for DeepTutor is for it to evolve from a query tool into a personalized cognitive mentor that recognizes learning as a fundamentally social act. It’s not just about providing the right answers through RAG, but about understanding a student's 'knowledge gaps' and guiding them through the process. To achieve true mastery, we must prevent learner isolation. I envision DeepTutor as a facilitator that not only interacts with the individual but also builds bridges between peers, suggesting collaborative spaces where students can contrast ideas and solve problems together. The goal is an ecosystem in which high-level AI tutoring and peer-to-peer support amplify each other, making digital learning a connected, deeply human experience.

[pancacake]

Got it! Thanks for your comments! We'll discuss this features when we have a stable version released. Thanks！

[Zailushang211]

感谢作者的辛勤付出，非常优秀的项目。从当前的DeepTutor功能来看将其定位为一个“研究助手”是否比“学习助手”更为恰当，项目其实已经具备“信息输入-信息整理-人机交互-应用拓展”几个模块，无论是研究人员、学生还是工程师都需要学习，但仅有学习是不够的，要能形成一个闭环管路，要以目标为导向才能学的更加高效、有用；事实上是不是这也更符合AI加持下的新型学习模式，学历、经验、年龄相对来说不再那么重要，学生与老师之间的界限不再明显，因为没有人比AI知道的更多，更重要的是使用者是否愿意花足够的时间精力去理解/思考/解决一个问题，这个过程中使用者如何利用好AI是关键能力之一，而DeepTutor将成为支撑这种能力的关键工具；对于信息输入，当前主要依赖使用者构建知识库，今后是否应该添加AI辅助的知识库扩展，比如根据知识库已有内容自动跟踪/推荐前沿进展（TrendRadar/Trendingpapers/已逝的paperswithcode都做挺好的）；信息整理或许可以添加一些脑图自动生成功能，以便使用者更加直观/快速的抓住关键信息？；应用拓展，已经规划的代码生成是很重要的一个方面，但同时针对非技术用户进行参考格式/内容引导下的报告编写、图表生成、报表填写等或许能显著扩大用户群体。。。又或者通过插件库的方式对接不同的下游应用构建更加广泛的生态？想到哪写到哪，不当之处还请谅解
PS：是否可以支持更丰富的数据库资料导入格式，特别是像腾讯ima一样通过链接或浏览器插件收集资料，其他如表格、word等；编辑器是否考虑做成typro或者语雀这种所见即所得形式的；知识库资料的管理随着使用量增多会变得愈加重要，是否考虑对接Zotero，对于研究人员来说可能方便。

[pancacake]

您好，收到您的建议了，特别好的一个想法！我们也在探索知识库扩展这里的边界，只不过可能在工程上会有一些需要特别注意和设计的地方。目前来说，团队仍然在修复和优化系统的问题，增强系统的可扩展性。等我们发布了稳定版本的系统以后，一定会考虑这个方面的！感谢您的建议！