The latest articles on DEV Community by Celia (@data-cloud). https://dev.to/data-cloud https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F1268142%2F8697278c-5c5c-4a7f-82c6-4d7ba3fefa61.png https://dev.to/data-cloud en Celia Mon, 29 Jan 2024 04:45:25 +0000 https://dev.to/data-cloud-dre/whats-semantic-cachecache-methods-1-in-memory-cache2-db-cache3-semantic-cachesemanticcache-redis-dre-cnk https://dev.to/data-cloud-dre/whats-semantic-cachecache-methods-1-in-memory-cache2-db-cache3-semantic-cachesemanticcache-redis-dre-cnk <p><strong>Cache Methods:</strong><br> <strong>1. In-Memory Cache</strong> often causes cost increases. <br> <strong>2. DB Cache</strong> usually data formats mismatch will cause the cache miss. <br> <strong>3. Semantic Cache</strong> stores prompts and responses, and evaluate hits based on semantic similarity.</p> <p><a href="https://celialovesdata.cloud/article/f/semantic-cache-%7C-cost-reduce-app-throughput-increase?fbclid=IwAR2Ix1AkKziXBCSGTW-4bGaPbRmNNS9Jcd0qiE1mphzexob3kCw55M9eY4E">SEMANTIC CACHE | COST REDUCE &amp; APP THROUGHPUT INCREASE</a></p> redis cache