# Implementation Patterns
This document provides reusable code patterns for common use cases with the Gemini API client.
## Quick Response Pattern
Use this pattern for simple, fire-and-forget text generation:
```rust
use api_gemini::{ client::Client, models::*, error::Error };
// Helper function for quick text generation
async fn quick_generate( prompt: &str ) -> Result< String, Error >
{
.models()
.by_name( "gemini-1.5-pro-latest" )
.generate_content( &request )
.await?;
Ok
(
response.candidates
.first()
.and_then( |c| c.content.parts.first() )
.and_then( |p| p.text.as_ref() )
.map( |s| s.to_string() )
.unwrap_or_else( || "No response".to_string() )
)
}
```
## Error-Resilient Pattern
Use this pattern when you need graceful degradation:
```rust
use api_gemini::{ client::Client, error::Error, models::* };
async fn quick_generate( prompt: &str ) -> Result< String, Error >
{
.by_name( "gemini-1.5-pro-latest" )
.generate_content( &request )
.await?;
Ok
(
response.candidates
.first()
.and_then( |c| c.content.parts.first() )
.and_then( |p| p.text.as_ref() )
.map( |s| s.to_string() )
.unwrap_or_else( || "No response".to_string() )
)
}
// Robust generation with fallback
async fn generate_with_fallback( prompt: &str ) -> String
{
let client = match Client::new()
{
Ok( c ) => c,
Err( _ ) => return "API client unavailable".to_string(),
};
match quick_generate( prompt ).await
{
Ok( response ) => response,
Err( Error::RateLimitError( _ ) ) => "Rate limited - try again later".to_string(),
Err( Error::TimeoutError( _ ) ) => "Request timed out".to_string(),
Err( _ ) => "Generation failed".to_string(),
}
}
```
## Batch Processing Pattern
Use this pattern for processing multiple prompts with rate limiting:
```rust
use api_gemini::{ client::Client, models::*, error::Error };
async fn quick_generate( prompt: &str ) -> Result< String, Error >
{
.by_name( "gemini-1.5-pro-latest" )
.generate_content( &request )
.await?;
Ok
(
response.candidates
.first()
.and_then( |c| c.content.parts.first() )
.and_then( |p| p.text.as_ref() )
.map( |s| s.to_string() )
.unwrap_or_else( || "No response".to_string() )
)
}
// Process multiple prompts efficiently
async fn batch_generate( prompts: Vec< &str > ) -> Vec< String >
{
let client = Client::new().expect( "API client" );
let mut results = Vec::new();
for prompt in prompts
{
match quick_generate( prompt ).await
{
Ok( response ) => results.push( response ),
Err( _ ) => results.push( "Failed".to_string() ),
}
// Rate limiting protection
tokio::time::sleep( std::time::Duration::from_millis( 100 ) ).await;
}
results
}
```
## Usage Examples
See the `examples/` directory for complete, runnable examples demonstrating these patterns in context.