URL Context
“URL Context lets developers ground AI in real-time web content. By pulling from live URLs, it delivers fresher, more accurate, and trustworthy outputs than models relying on static training alone.”
URL Context
A tool that lets developers feed live web content directly into AI. Instead of relying only on pre-trained knowledge, models can now ground answers in real, verifiable sources—making outputs fresher, more accurate, and production-ready.
Extract key data like prices, stats, or findings from multiple pages
Compare reports, docs, or articles to track differences and trends
Synthesize accurate summaries, blogs, or research across sources
Analyze code and technical docs directly from GitHub
Impact: This closes the gap between static model knowledge and real-world, up-to-date information. Unlike before—when models could only “guess” based on training data—developers can now anchor outputs in verifiable sources, making apps more reliable, trustworthy, and production-ready.
Demo
Building Apps
Building apps with AI Studio is the natural evolution of the AI chatbot interface. Instead of exploring model capabilities, builders can now actually stand up apps for production use cases. We've even added the ability to deploy to Cloud Run enabling full-stack app capabilities.
