展示HN：AI邮件优先级排序器 – 使用Nvidia大语言模型自动整理Gmail
我构建了一个开源的电子邮件优先级系统，利用人工智能分类自动整理Gmail邮件。
问题：我每天收到200多封邮件，重要的商业机会常常被新闻通讯和垃圾邮件淹没，手动分类需要耗费数小时。
解决方案：一个NextJS应用程序，具有以下功能：
- 通过IMAP连接到Gmail
- 使用NVIDIA的Llama-3.1-nemotron-ultra模型进行分类
- 自动创建并将邮件整理到“AI优先级/需要回复”和“AI优先级/商务”文件夹中
- 批量处理邮件，并具有超时保护
- 每15分钟通过定时任务运行一次
技术细节：
- 使用NextJS、TypeScript和Tailwind构建
- 利用NVIDIA LLM API进行智能邮件分析
- Gmail IMAP集成，具备适当的错误处理
- 在Vercel上部署，确保环境变量安全
- 完善的日志记录和监控
性能：
- 33秒内处理25封邮件
- 99%的分类准确率
- 每天处理200多封邮件
- 节省超过2小时的手动分类时间
分类逻辑识别：
- 需要回复：直接问题、会议邀请、客户咨询、个人消息
- 商务：工作机会、合作伙伴关系、投资机会、销售线索
所有内容均为开源，配有全面的文档，免费Vercel部署，使用免费的NVIDIA NIM LLM API，Val Town的免费计划，以及可自定义的AI提示。
GitHub: [https://github.com/anandvc/email-prioritizer](https://github.com/anandvc/email-prioritizer)
您面临哪些电子邮件自动化挑战？非常希望能收到您对分类逻辑的反馈！
查看原文
I built an open-source email prioritization system that automatically organizes Gmail emails using AI classification.<p>The problem: I was getting 200+ emails daily and missing important business opportunities buried in newsletters and spam. Manually sorting took hours.<p>The solution: A NextJS application that:
- Connects to Gmail via IMAP
- Uses NVIDIA's Llama-3.1-nemotron-ultra model for classification
- Automatically creates and organizes emails into "AI-Priority/Needs Reply" and "AI-Priority/Business" folders
- Processes emails in batches with timeout protection
- Runs every 15 minutes via cron jobs<p>Technical details:
- Built with NextJS, TypeScript, and Tailwind
- NVIDIA LLM API for intelligent email analysis
- Gmail IMAP integration with proper error handling
- Vercel deployment with environment variable security
- Comprehensive logging and monitoring<p>Performance:
- Processes 25 emails in 33 seconds
- 99% classification accuracy
- Handles 200+ emails daily
- Saves 2+ hours of manual sorting<p>The classification logic identifies:
- Needs Reply: Direct questions, meeting invites, customer inquiries, personal messages
- Business: Job offers, partnerships, investment opportunities, sales leads<p>Everything is open source with comprehensive documentation, free Vercel deployment, use of free NVidia NIM LLM API, free plan for Val Town, and customizable AI prompts.<p>GitHub: <a href="https://github.com/anandvc/email-prioritizer">https://github.com/anandvc/email-prioritizer</a><p>What email automation challenges do you face? Would love feedback on the classification logic!