# Implement Prompt Caching for Code Completion ## Overview We need to implement a caching mechanism for code completion prompts to reduce latency and improve performance. This optimization will specifically target Fill-In-the-Middle (FIM) code completion requests. ## Problem Statement Currently, our code completion system processes each prompt independently, leading to unnecessary re-computation for similar or identical prompts. This increases latency and computational overhead, negatively impacting user experience. ## Expected Benefits - Reduced latency for code completion requests - Lower computational resource usage - Improved user experience with faster response times - Potential cost savings from reduced API calls or compute time