Gemini API: Code Execution
https://github.com/google-gemini/cookbook/blob/835e6753c0ab0403345a8032fc2526c2ada8ea97/quickstarts/Code_Execution.ipynb

The Gemini API code execution feature enables the model to generate and run Python code based on plain-text instructions that you give it, and even output graphs. It can learn iteratively from the results until it arrives at a final output.

Multimodal Sentiment Analysis with Gemini

https://github.com/GoogleCloudPlatform/generative-ai/blob/main/gemini/use-cases/multimodal-sentiment-analysis/intro_to_multimodal_sentiment_analysis.ipynb

This notebook demonstrates multimodal sentiment analysis with Gemini by comparing sentiment analysis performed directly on audio with analysis performed on its text transcript, highlighting the benefits of multimodal analysis, including capturing nuances like tone, inflection, and other non-verbal cues, for a richer understanding of sentiment.