Team SWIRL Update: Exciting Milestones and Cool New Features!

Swirly McSwirl -
Team SWIRL Update: Exciting Milestones and Cool New Features!

Hey there, SWIRL fans! We’ve got some awesome news to share. Can you believe it’s been a year since we launched? And what a year it’s been!

Our Mission: Making AI Work for You

We’ve been laser-focused on one thing: helping businesses use AI without all the headaches. You told us you wanted more than just a search tool—you wanted to talk to an AI that gets your data. Well, guess what? We listened!

Say Hello to SWIRL Co-Pilot

We’re super excited to introduce SWIRL Co-Pilot. SWIRL Co-Pilot turns any smart AI into your personal assistant. Understand what each user can access, guiding them to the right sources and saving time. This capability addresses a critical need, bridging the gap between data search and conversational AI.

Saving you tons of time. It’s like having a super-smart friend who always knows where everything is!

We’re Doing Things Differently (and Better!)

While other companies are trying to cram all your data into big, slow databases, we take a different approach. Our real-time system is lightning-fast and doesn’t need to copy all your stuff. It’s like the difference between moving your entire library to a new building versus just knowing where all the books are.

At SWIRL, we continue to blaze our own trail with a real-time architecture, contrasting with vector databases that have raised $500 million. Our tests revealed that loading millions of records into a new vector database might be impractical.

For instance, we are still trying to load the Enron dataset (500k records) into one of the popular vector databases, and it’s been running for almost 10 days now. This experience underscores our belief that copying large datasets is not practical.

Keeping Your Data Safe and Sound

We know security is a big deal, especially with AI. That’s why SWIRL works with your existing security setup. No need to create new passwords or worry about who can see what. Plus, our smart AI helps find the best results, so you don’t have to dig through piles of information.

The Future of Search is Here

Get ready for an even cooler SWIRL experience! Soon, you can chat with SWIRL on apps like Microsoft Teams, Slack, Webex, or Discord. It’s like having SWIRL in your pocket, ready to help whenever needed.

Commitment to the Open-Source Community

We’ve just released version 3.5 of SWIRL Community. It’s perfect for adding awesome search & AI summary capabilities to any project you’re working on. And the best part? It’s free!

Our commitment to the Free and Open Source Software (FOSS) community remains strong.

A Big Thank You!

We couldn’t have done any of this without you. Your feedback at shows, meetups, and online has been super helpful. Keep those ideas coming – we love hearing from you!

Want to know more? Check out our website at Thanks for being part of the SWIRL family!

High fives,

Swirly McSwirl

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