Learning Toolkit

AI learning and development require a variety of practical tools to boost efficiency. This section compiles high-quality tools for paper management, code development, and online services.

Paper Reading and Management

Zotero is a powerful reference management application that supports literature collection, organization, and citation management. It allows annotations and notes directly inside PDFs, and features multi-platform sync and a rich plugin ecosystem.
Quick-start and extension resources:

• Zotero Chinese Guide
• Translation Plugin Setup Instructions
• DeepL Pro Translation Service

Team or individual shared learning materials are available in the Intern-S1 Zotero group (Feishu Wiki):
https://aicarrier.feishu.cn/wiki/SGi5wobHlifJjjkShXMcBNnynPc

Development Tools

For code development, GitHub is the core platform.

• To speed up access, you can use the GitHub mirror: https://github.akams.cn/
• Refer to various online tutorials to learn the basics of Git and GitHub (add specific tutorial links based on your team's practices)

Resources and discussion on accessing paywalled content on platforms like CSDN (use only within legal and ethical boundaries, and respect copyright):

• CSDN Document Bypass Tutorial (example)
• Common resource retrieval sites (example): https://cs.cuckooing.cn/

⚠️ When using any tools that bypass paywalls, be mindful of legal and ethical boundaries. Support original content creators and the knowledge economy whenever possible.

AI-Assisted Tools

• Perplexity: An AI-powered smart search assistant, great for real-time information retrieval and academic literature search — ideal for literature reviews.
  Use this referral link for student discounts: https://plex.it/referrals/HO4F6X9N

• Connected Papers: Visualize and explore citation relationships between academic papers.
  Official site: https://www.connectedpapers.com/

These tools are very helpful for background research and building a literature network.

Node.js and Jupyter Environment

Node.js and NPM are the foundation for front-end and back-end development as well as many toolchains.

• Installation tutorial: https://blog.csdn.net/weixin_62818371/article/details/146175470
• Recommended version: Node.js v22.19.0 LTS

Common kernel management commands in a Jupyter environment:

# Install ipykernel
pip install ipykernel

# Register a custom kernel
python -m ipykernel install --user --name myenv

# Register with a custom display name
python -m ipykernel install --user --name yourname --display-name yourname
python -m ipykernel install --user --name AI --display-name AI

Writing and Sharing

For technical blogging and knowledge sharing, Juejin (稀土掘金) is a recommended platform:
https://juejin.cn/

The platform supports Markdown writing with clean formatting, has a solid technical readership, and is well-suited for publishing tutorials, notes, and technical experience summaries.

Interviews and Job Hunting

The primary interview review materials are from the "Ancient Greek Notes" series:

• From 0 to ∞: The Ultimate LLM Knowledge Interview Guide (Feishu):
  https://swfvqxo30ma.feishu.cn/wiki/M1Cew0iYaiH9jfkeD5XcXEuZn3d

• From 1 to ∞: The Ultimate Multimodal LLM Knowledge Interview Guide (Feishu):
  https://scnajei2ds6y.feishu.cn/wiki/XdeBwWZi7iSxMJkXh6qcCmPWnqZ

Usage Tips

• Choosing the right combination of tools for your current task can significantly improve efficiency
• Prioritize automatable workflows and gradually abstract them into scripts or CI/CD pipelines
• Regularly review and optimize your toolchain and workflow
• Actively share useful tools and experiences with your team or community
• For important data, configurations, and notes, establish a backup strategy and store copies in multiple secure locations to prevent loss or corruption

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