Gemini 3 Unleashed: Blazing a Trail with Unified Tools and Groundbreaking Multimodal Embeddings
Analysis
Gemini 3 is making significant strides, with the integration of built-in tools and Function Calling, streamlining agent construction. The introduction of a unified multimodal embeddings model that handles text, images, videos, and audio is incredibly exciting, promising seamless cross-modal search capabilities. These enhancements demonstrate Google AI's commitment to developer-friendly features and innovation.
Key Takeaways
- •Gemini 3 now allows simultaneous use of built-in tools and custom Function Calling within a single API request, simplifying agent design.
- •A new multimodal embeddings model, gemini-embedding-2-preview, unifies text, images, videos, audio, and PDFs for advanced cross-modal search.
- •Gemini 2.0 Flash/Flash Lite models will be shut down on June 1, 2026, so migration planning is crucial for developers.
Reference / Citation
View Original"This allows, for example, 'searching for similar images with a text query' and 'obtaining documents close to the content of a video' to be realized with a single Embeddings API."