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Ishi Meets Google Gemini
Ishi Labs•January 17, 2026•2 min read

Ishi Meets Google Gemini
Google's Gemini models bring massive context windows and powerful multimodal capabilities. Here's how to leverage Gemini 2.5 with Ishi.
Why Gemini with Ishi?
Gemini excels at:
- 1M token context — Process entire codebases
- Native multimodal — Images, video, audio
- Google integration — Docs, Sheets, Drive workflows
- Competitive pricing — Often cheaper than alternatives
Setup Options
Option 1: Google AI Studio (Simple)
- Get key from aistudio.google.com
- Configure:
{
"provider": "google",
"model": "gemini-2.5-pro"
}
Option 2: Vertex AI (Enterprise)
For enterprise deployments with VPC and compliance:
{
"provider": "vertex",
"project": "your-gcp-project",
"location": "us-central1",
"model": "gemini-2.5-pro"
}
Model Comparison
| Model | Context | Speed | Best For | |-------|---------|-------|----------| | gemini-2.5-pro | 1M | Medium | Complex analysis | | gemini-2.5-flash | 1M | Fast | Quick tasks | | gemini-2.0-flash-thinking | 1M | Slower | Deep reasoning |
Million-Token Use Cases
With 1M tokens, Gemini handles:
- Entire repositories — Analyze 10,000+ files at once
- Book-length documents — Full legal contracts, manuals
- Extended conversations — Never lose context
- Multi-file refactoring — Understand cross-dependencies
Example: Codebase Analysis
You: "Analyze this entire project and create a dependency graph"
Gemini + Ishi:
1. Loads all 2,847 source files (within 1M context)
2. Analyzes import statements and dependencies
3. Generates Mermaid diagram
4. Ghost preview shows output file
Multimodal Workflows
Gemini can process:
- Screenshots and mockups
- Whiteboard photos
- Handwritten notes
- Video clips
Get started: Download Ishi | Gemini Docs