Performance Optimization

Asynchronous Processing

• Implement async functions for agents to handle multiple requests simultaneously.

• Benefit: Reduced response time for heavy workloads.

Caching Mechanisms

• Use Redis or in-memory caching to store intermediate results.

• Benefit: Avoid redundant API calls and improve system efficiency.

Batch Processing

• Allow users to upload bulk data for processing.

• Agents process items in parallel for faster completion.