Welcome to Melusine
Overview
Discover Melusine, a comprehensive email processing library designed to optimize your email workflow. Leverage Melusine's advanced features to achieve:
- Effortless Email Routing: Ensure emails reach their intended destinations with high accuracy.
- Smart Prioritization: Prioritize urgent emails for timely handling and efficient task management.
- Snippet Summaries: Extract relevant information from lengthy emails, saving you precious time and effort.
- Precision Filtering: Eliminate unwanted emails from your inbox, maintaining focus and reducing clutter.
Melusine facilitates the integration of deep learning frameworks (HuggingFace, Pytorch, Tensorflow, etc.), deterministic rules (regex, keywords, heuristics) into a full email qualification workflow.
Why Choose Melusine?
Melusine stands out with its combination of features and advantages:
- Out-of-the-box features: Melusine comes with features such as
- Segmenting an email conversation into individual messages.
- Tagging message parts (Email body, signatures, footers, etc.).
- Transferred email handling.
- Streamlined Execution: Focus on the core email qualification logic while Melusine handles the boilerplate code, providing debug mode, pipeline execution, code parallelization, and more.
- Flexible Integrations: Melusine's modular architecture enables seamless integration with various AI frameworks, ensuring compatibility with your preferred tools.
- Production ready: Proven in the MAIF production environment, Melusine provides the robustness and stability you need.
Email Segmentation Example
In the following example, an email is divided into two distinct messages separated by a transition pattern. Each message is then tagged line by line. This email segmentation can later be leveraged to enhance the performance of machine learning models.
Message 1
Dear Kim HELLO
Please find the details in the forwarded email. BODY
Best Regards GREETINGS
Jo Kahn SIGNATURE
Transition pattern
Forwarded by jo@maif.fr on Monday december 12th TRANSITION
From: alex@gmail.com TRANSITION
To: jo@maif.fr TRANSITION
Subject: New address TRANSITION
Message 2
Dear Jo HELLO
A new version of Melusine is about to be released. BODY
Feel free to test it and send us feedbacks! BODY
Thank you for your help. THANKS
Cheers GREETINGS
Alex Leblanc SIGNATURE
55 Rue du Faubourg Saint-Honoré SIGNATURE
75008 Paris SIGNATURE
Sent from my iPhone FOOTER
Getting Started
Get started with Melusine following our (tested!) tutorials:
- Getting Started
- MelusinePipeline
- MelusineTransformers
- MelusineRegex
- ML models
- MelusineDetector
- Configurations
- Basic Classification
With Melusine, you're well-equipped to transform your email handling, streamlining processes, maximizing efficiency, and enhancing overall productivity.