Performance optimization

Optimize your agent’s performance for better user experience and lower costs:

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Response Time Optimization

1. Caching: Implement caching for common requests
2. Parallel Processing: Process independent tasks in parallel
3. Streaming: Use streaming to provide faster initial responses
4. Optimized Models: Select appropriate models for different tasks

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Token Usage Optimization

1. Context Management: Optimize context windows to reduce token usage
2. Prompt Engineering: Design efficient prompts to minimize token consumption
3. Response Filtering: Filter unnecessary information from responses
4. Compression Techniques: Use techniques to compress information while preserving meaning

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Resource Management

1. Load Balancing: Distribute requests across multiple instances
2. Auto-Scaling: Implement auto-scaling based on demand
3. Resource Allocation: Allocate resources based on task priority
4. Graceful Degradation: Implement fallback mechanisms for high-load situations