EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Lobsters·Aug 12·5 min read
Cloudflare OS, is it worth?
TL;DR
Cloudflare OS, an open-sourced platform, enables non-technical employees to create AI-powered applications securely. It uses private micro-applications managed by security proxies to mitigate risks associated with data security and costs.
✦ Why It Matters
Evaluate Cloudflare OS for your organization to enhance secure AI application development today.
Key Takeaways
- Assess your infrastructure compatibility with Cloudflare OS.
- Consider security features for non-technical users.
- Evaluate the need for multi-language support in your applications.
- Plan for potential custom development if self-hosting.
How It Works
Cloudflare OS allows users to run private instances of micro-applications, or 'Gadgets,' in secure, sandboxed environments. This is achieved through capability-based security proxies, which manage access and ensure data privacy.
⚠ The Catch
Self-hosting Cloudflare OS on standard infrastructure is currently impractical, requiring extensive custom devops engineering to replicate its cloud-native features.