Gmailsorter - Similarity based email sorting for Google Mail

gmailsorter provides the Gmail-specific parts (Gmail API, OAuth, the sync daemon and web UI) and depends on mailsort for the shared IMAP client and machine learning core, which has no Google dependencies and can also be used on its own to sort emails on any IMAP mail server.

Update

gmailsorter.com web service launched as private beta - request access now:

Motivation

In 2020 there were 306.4 billion e-mails sent and received daily. This number is estimated to increase by 4% yearly, resulting in over 376.4 billion e-mails by 2025 . While email as medium for internal communication in large enterprises is slowly replaced by instant messaging solutions and business communication platforms, these solutions fail to address the primary challenge, namely the communication between employees from different companies. So addressing the stress and productivity lost resulting from interruptions caused by the increase of daily emails is the motivation for the development of gmailsorter.

Features

As a first step gmailsorter creates a barrier between you and your email. Just like a personal guardian it blocks emails from your inbox and filters them into categories, so you can read the emails you care about when you have time and no longer have them interrupt your work. Second in contrast to other automated solutions, gmailsorter is designed to seamlessly integrate into your existing workflow:

• Gmailsorter is a server-side application, so you can continue using your favorite email client. In addition, the Gmailsorter user interface is minimalistic so you can configure it once and then forget about it.
• Gmailsorter adopts the email labels you suggest and filters your emails accordingly. It is based on the believe that the structure how you sort your ideas, documents and emails is very personal and you know what works best for you.
• Gmailsorter learns from your reactions. When you disagree with a suggested email label and modify it, Gmailsorter takes this feedback into account for the next suggestions.

So you can think about gmailsorter like a virtual assistant. It learns how you want your emails to be sorted based on their similarity to previous emails you assigned to the same label. All the communication with gmailsorter is handled via your Google Mail account. Following there simple steps:

• Gmailsorter takes your new emails and moves them from your inbox to its inbox.
• Afterwards Gmailsorter compares who sent the email, who else received it and which thread and labels it is associated with to your previously sorted emails, and based on that predicts the email label for the new email.
• If you agree with this suggestion you do have to do anything. But if you disagree with the suggestion, you can simply change the email label, on the one hand this overwrites the suggestion from Gmailsorter and on the other hand Gmailsorter takes your modification into account when it retrains its model for making suggestions.

To learn more about Gmailsorter please have a look at the documentation below.

Documentation

• Preparation
  • Sort your emails
  • Configure your email account
• Configuration
  • Gmailsorter.com - web service
  • Docker container
  • Python interface
• How gmailsorter works
  • The fetch-store-train-predict-move loop
  • What is stored, and where
• Troubleshooting
  • Email sorting is stuck or shows an error
  • Token has been expired or revoked
• Support
• Developer
  • Python Interface
  • Future directions

License

gmailsorter is released under the BSD license https://github.com/jan-janssen/gmailsorter/blob/main/LICENSE .