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recently Vector databases got a lot of Fame with companies raising hundreds of millions of dollars to build them and people calling it a new kind of database for the AI era on the other hand for many projects it might be an Overkill solution and using a traditional database or even just a numpy ND array might work just fine but there is no doubt the vector databases are extremely fascinating and allow many great applications especially when you want to give large language models like gpt4 long-term memory so in this video I will explain in a very beginner friendly way what Vector databases are and how they work we will go over some use cases for them and then I will briefly show you some options you can use so letamp;#39;s get started so letamp;#39;s start with the why over 80 percent of the data out there is unstructured such as social media posts images videos or audio data you cannot easily fit them into a relational database letamp;#39;s take an image as an example if you want w
