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Navigate AI Deployment with Ease: Unveiling The Database

Guillermo Sanchez-Brizuela
December 4, 2023
5 min read
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We've been burning the midnight oil, brewing excitement, and fine-tuning the small details to bring you something special: The Database!

What is The Database?

At its core, The Database is your go-to resource for all things artificial intelligence (AI) deployment. Imagine an expansive open-source project that catalogues every significant company, library, and tool shaping the AI deployment landscape, with an easy-to-understand description. 

We've made a start on this trove of information, packaging each item into simple cards. Each card is a snapshot, featuring a brief but insightful description of the service or tool and its main features.

Navigating the AI Seas Made Easy

Ever found yourself lost in the labyrinth of options when searching for deep learning tools or services that offer specific features?

Navigating the ever-expanding machine learning model deployment landscape is no small feat. It's a complex puzzle where the right tools and services can unlock unparalleled performance gains and cost savings. We believe in demystifying this complexity and giving you the tools to make informed decisions. 

We are an impartial player with no vested interests, so you can rest assured that no commercial products or tools will be downplayed or falsely promoted. We don’t expect you to blindly believe this, and that’s why we have released the source of the database as open source for anyone to raise their suggestions freely.

Whether you're seeking cloud deployment platforms or ML models serving companies to manage your machine learning model deployment, compilers or compression tools to accelerate inference, hardware options to reduce your costs, or just a specific generative AI application, "The Database" is your compass. 

Sail through the complexities of AI solutions with ease, finding and comparing the right tools for your journey seamlessly.

How Does It Work?

Simply head over to the interface. Use the search and filter options to discover the perfect match for your AI deployment needs. Whether you're a seasoned professional or just starting your AI journey, our goal is to simplify your exploration efforts and provide clarity among the noise.

Join Us on This Exciting Journey

The Database is not a closed book. It's open source, living and breathing on GitHub. You're not just users, you are invited to be contributors. Got a tool to add? Spotted an error? Found an AI project tackling a specific use case? We welcome your pull requests, suggestions, and insights. 

Let's build something valuable together, this is not just our project; it's a community effort. Your feedback, insights, and suggestions will shape its evolution. Join us and let's build a resource that grows with the ever-changing landscape of AI deployment.

We’re only at the very beginning of this effort, and we will continue to expand our database on a weekly basis to include many more tools and services. We are also working on a more intuitive hierarchical design for the labels, and we’re starting to map out inter-dependencies between each of these tools, with the combinatorial capabilities mapped out, so the cards can be stacked together to create deployment “recipes”. We’re also working on comparison tools, making it easy to compare cards to one another. 

Suffice it to say, there is a lot on our roadmap for The Database in the weeks and months to come, so stay tuned!

Ready to embark on this journey with us? Explore The Database now here.

Here's to simplifying AI deployment, one entry at a time!

About the Author
Guillermo Sanchez-Brizuela
Unify | ML Engineer, Head of Deployment‍

Guillermo has led predictive analytics and AI research projects, and earned a Master’s with a focus on Deep Learning, Big Data, and Machine Learning from UVa. His work bridges Deep Learning research and AI deployment.

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