Implement semantic caching to avoid redundant LLM calls and reduce API costs.
Tag: tips-and-tricks
Tips and Tricks #222: Implement Prompt Templates for Consistent LLM Output
Use structured prompt templates to get reliable, formatted responses from LLMs.
Tips and Tricks #221: Use Embeddings for Semantic Search
Implement semantic search using text embeddings for more relevant results than keyword matching.
Tips and Tricks #220: Use dbt for Maintainable Data Transformations
Build modular, tested, documented data transformations with dbt.
Tips and Tricks #219: Partition Large Tables for Query Performance
Use table partitioning to dramatically speed up queries on large datasets.
Tips and Tricks #218: Implement Idempotent ETL with Merge Statements
Use MERGE (upsert) for safe, rerunnable data pipelines that handle duplicates gracefully.