Gemini

Gemini is Google's native multimodal foundation model family, featuring native audio, image, and video comprehension alongside million-token context windows and fast tool-calling.

When to Use

• Massive Multimodal Understanding: Gemini 1.5 Pro / Flash processing up to 2 million tokens of text, hours of video, audio, and large codebases.
• Structured JSON Extraction: Enforcing rigid response schemas with Pydantic and native response_schema.
• High-Speed Real-Time Inference: Gemini 1.5 Flash for sub-second, cost-effective conversational assistants and summarization.
• Code & Repository Analysis: Analyzing entire GitHub repositories in a single context window.

Quick Start

from google import genai

client = genai.Client()