What is a Vector Database?
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- Опубликовано: 13 май 2024
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AI increasingly relies the vector database, which enables low latency queries, making them ideal for AI-driven applications. How does that work?
In this video, Jamil Spain explains first what a vector, and vector embeddings, are and how those concepts allow a vector database to store, manage and index massive quantities of high-dimensional vector data efficiently.
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While the title says "What is a Vector Database?", the video has no content describing what a vector database actually is (e.g. how is the data stored and accessed, what embeddings are, etc.), and no details of how vector databases differ from the others (e.g. no explanation of where/when/how a vector database is more performant and/or scalable than others). Obviously, detailing these would make a much longer video, and make it a much more useful one.
Good points. This could be a catalyst for IBM Tech to create a small series about vector databases and answer these points you have raised above.
Precisely. And because of that I just wasted 4 minutes unnecessarily (fast forwarding helped :).
Clickbait title, not worthy of IBM's brand.
Yep that felt like more like a clickbait video.
Yeah he said its an array and then moved onto embeddings!1
Thanks for the heads up and saving me 10 minutes..
So wonderful to have you back on the channel Jamil!
so... a vector is an array and an embedding is a multidimension?
Loved the video. And now I'm hoping for longer and more detailed one! :)
Great video. Super easy to follow. Love it.
Always like your videos gyus 👍, but topic is still unclear for me, have to watch other videos
I have an array stored in sql schema. How is this implemented? what's the difference?
Thank you for this tutorial, very helpful ❤🎉
Pretty cool. Thanks!
Very nice explanation. High quality. Thank you.
Good overview of Large Language Model (LLM) concepts. Take away: vector is a powerful way to store information for high function computer processing.
Finally the video i needed ty the first few seconds and all my confusion i had was gone and everything makes sense i thought vectors where used earlier aswell even though working for ages in this space i did not expect the field beeing so one dimensional for so long. ty for saving me from useless tutorial video reposts omg. i want to gift you a coffee
After watching 8 mins and 11 secs, there's still 1 question remans, "What is a Vector Database"?
but how is he writting backwards from right to left,, i felt like tenet LOl . from his perspective its always right to left in the video
Is he writing in opposite symmetry?
I was wondering about this as well. My guess: they flip the whole video horizontally . You'll note that there's nothing in the background that would indicate if left/right was reversed
It's called a light board (learning glass). The video is recorded through a glass and mirrored.
Love the T-shirt
How to make such a video where they write and it comes correctly?? Clearly they are not behind a glass
*Good theoretical video* except there was no sample tool, sample query or sample response in the video at all.
Just like supervised learning, humans also understand fast and deep, when there are some real world examples of vector-queries and vector-response examples from one or few real world tools.
I feel like I got clickbaited, no detail about vector databases.
Didn’t explain what the title says, waste of time.
This is a highschooler presentation
Dude talking like AI
Suspectfully speaking like a robot