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hi and welcome everybody to this weekamp;#39;s new video I want to talk about a way that you can help save money on your large language model utilization so you typically pay by s s will be pretty much the length of what the language model has to analyze but sometimes you might have users who has the same question all the time what is the capital France what else could they had is nextjs good and sometimes paying over and over for a really similar answer can be frustrating so I love this little package called semantic cash by up stash they are a company that focuses on making Reddit in a serverless fashion which I think is a fantastic product but weamp;#39;ll explore a bit later so they released also a vector database offering so a vector database basically lets you store content that can be used in large language models so the semantic cache is a way that for example you can save answers that your users as to large language models and if somebody asks that question again something t