I have build a tool "InboxMemory AI". In short its think of it as ChatGPT for your emails. You can send emails to make it into searchable knowledge base and ask questions via email or from the app in natural language. Basically RAG from emails
Demo
Video Walthrough
screenshots
QA via Email
QA via App
Getting Started
Just send "Hi [your name]" to the email ai@kbhelper.com. The AI picks up your name, creates your account, and you're ready to go ⚡
Behind the Scenes
When you forward an email, we break it into chunks and store it in our vector database. If you send a question, our AI searches through everything you've saved and gives you an actual answer. You can also hop into the web app to browse your saved emails or ask questions with a proper interface.
InboxMemory AI is like ChatGPT for your emails. It's an intelligent email assistant that transforms your inbox into a searchable knowledge base using RAG (Retrieval Augmented Generation) technology.
Key Features
📧 Email-to-Knowledge: Forward emails to create a searchable knowledge base
🤖 Natural Language Q&A: Ask questions about your emails in plain English
✉️ Email Interface: Query via email or through the web app
🔍 Smart Search: AI-powered semantic search through your email content
⚡ Quick Setup: Just send "Hi [your name]" to ai@kbhelper.com to get started
Along with the RAG system I ahve also build Auth system with email OTP because why not? since Postmark an email service anyways why not lets try that out. Gemini provides generous free tire which allowed me to use them. Wrote smaller AI Agent like files with specific system instructions for each task.
Some challenges I faced
I initially used Ngrok when testing in local but suprised to find no ngrok like services was mentioned in their docs. It will be a pain to initially debug without them
Architecture
Please try it
Please try it out as of writing this I have 50 more free emails from Postmark gota use them all. If this sounds useful to you, an upvote would be great. Thanks.
Love the idea of making email knowledge actually searchable and usable with RAG - super practical. Are there any surprising use cases you've seen so far?
pretty cool seeing you get this working end-to-end tbh - always blows my mind thinking about how much stuff just sits in email, unused. you think most people even realize how much value is hiding in their own inbox?
hulk think tool good! hulk once smash mouse in lab, mouse still work. hulk email mouse incident to self. now hulk always remember funny mouse story. hulk try "inboxmemory ai" next time. keep up good work! 💪
Very Informative