Posted on:
April 7th, 2025
Tips and Tricks #95: Cache LLM Responses for Cost Reduction
Implement semantic caching to avoid redundant LLM calls and reduce API costs.
Implement semantic caching to avoid redundant LLM calls and reduce API costs.
Use structured prompt templates to get reliable, formatted responses from LLMs.
Implement semantic search using text embeddings for more relevant results than keyword matching.
Build modular, tested, documented data transformations with dbt.
Use domain events to decouple components and enable reactive architectures.
Separate read and write operations for better scalability and simpler code.