OpenSpacy-Guardian First Release Coming Soon

🚀 Release Countdown: ~30 Days

We're excited to announce that OpenSpacy-Guardian's first official release is approximately 30 days away!

After months of development and real-world testing, we're preparing to release the first version of OpenSpacy-Guardian—our modular, NLP-powered email filtering system designed specifically for eFa5.

What's Included in the First Release

The initial release will feature a carefully curated set of modules, organized into tiers based on functionality and resource requirements:

🎯 Core Modules (~10MB)

These lightweight, essential modules will be included by default:

openspacy-core/

├── email_filter.py – Main filtering engine
├── bec_detector.py – Business Email Compromise detection
├── email_dns.py – DNS validation and verification
├── email_phishing.py – Advanced phishing detection
├── marketing_spam_filter.py – Marketing email classification
├── email_obfuscation.py – Obfuscation technique detection
└── funding_spam_detector.py – Funding scam identification

📦 Extended Modules (Optional)

Additional detection capabilities for specific threat types:

openspacy-extended/

├── toad_detector.py – TOAD (Telephone-Oriented Attack Delivery) detection
├── dating_spam_detector.py – Romance scam identification
├── brand_impersonation.py – Brand spoofing detection
└── otp_detector.py – One-Time Password extraction and handling

Coming Soon: Premium Modules

We're actively developing enhanced modules that will be available shortly after the initial release:

🧠 NLP Modules (Requires Additional Dependencies)

Advanced natural language processing capabilities:

openspacy-nlp/

├── entity_extraction.py – Named entity recognition (requires spaCy)
├── email_sentiment.py – Sentiment analysis (requires TextBlob)
└── email_language.py – Multi-language detection and handling

🏢 Enterprise Features

Advanced capabilities for larger deployments:

openspacy-enterprise/

├── pdf_analyzer.py – PDF attachment analysis and threat detection
├── email_database.py – Database integration for logging and analysis
└── analysis.py – Advanced analytics and reporting

Why Modular?

We've designed OpenSpacy-Guardian with modularity at its core to give administrators maximum flexibility:

Resource Management: Enable only the modules you need based on your server capacity
Targeted Protection: Activate specific modules based on your threat landscape
Easy Updates: Update individual modules without affecting the entire system
Custom Scoring: Fine-tune how each module contributes to the overall spam score

Installation & Integration

The first release will include:

✅ One-click installation script for eFa5
✅ Automatic MariaDB/MySQL integration
✅ Seamless integration with existing eFa scoring system
✅ Web-based configuration interface
✅ Comprehensive logging and monitoring

Get Ready

If you're running eFa5 and want to enhance your email security with cutting-edge NLP technology, start preparing:

Ensure your eFa5 installation is up to date
Review your current scoring thresholds
Consider which modules align with your security needs
Plan for the minimal additional resources (Core modules require only ~10MB)

📅 Mark Your Calendar

Expected release date: Mid-September 2025

Follow our blog and GitHub repository for updates as we approach the release date.

Join the Community

We're building OpenSpacy-Guardian with the community in mind. Your feedback and contributions are invaluable:

Test the beta version (contact us for early access)
Share your unique email security challenges
Contribute module ideas or code
Help with documentation and translations

OpenSpacy-Guardian represents a significant leap forward in email security for eFa5. By combining traditional filtering techniques with modern NLP capabilities, we're creating a more intelligent, adaptive defense against evolving email threats.

Stay tuned for more updates as we approach the release date!

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