Vector Database Explained | What is Vector Database?

AI startups such as Pinecone, Milvus, and Chromadb have raised millions of $ in the hot AI boom era. They all have a common product called vector database. This is a simple explanation of what exactly is vector database and how they are different from traditional databases.
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Пікірлер: 54

  • @shmoving1977
    @shmoving19778 ай бұрын

    The irony of the world, I was looking through so many videos to explain the vector databases and I only understood it from an Indian man 😂 Thank you so much.

  • @thenotaveragejoe

    @thenotaveragejoe

    6 ай бұрын

    don't see the irony part because English is the national language of our country and most of the engineers that build these vector DBs are Indians.

  • @anuch7047

    @anuch7047

    2 ай бұрын

    Why would that be an irony?

  • @remisharoon

    @remisharoon

    Ай бұрын

    why is that an irony?? irony means "whenever a person says something or does something that departs from what they (or we) expect them to say or do" so, what do you normally expect Indians talk about?

  • @SmoothEskimo
    @SmoothEskimo5 ай бұрын

    Very well explained. Crisp, well structured, and in a simple manner that helps understand faster. Couldn't get better than this. Thanks for making this video

  • @vinitsunita
    @vinitsunitaАй бұрын

    Thanks for explaining with the practical example. In a nutshell, vector databases are used for effective searching and storing of vector embeddings for given content. These vector embeddings are numerical representation of data which are generated by LLM models

  • @awaredz007
    @awaredz0074 ай бұрын

    Thank you! This is the best explanation for word embedding I have come across.

  • @ravindrareddy8536
    @ravindrareddy85362 ай бұрын

    This is the best explanation, other lectures on this they are simply talking a lot, you speak the crux, very helpful, Thank You

  • @abhishekkhare6175
    @abhishekkhare6175Ай бұрын

    Very well explained, short, and simple. Thanks

  • @tusharkalyani4343
    @tusharkalyani43436 ай бұрын

    Very Beautiful explanation of such a complex topic.

  • @ramnivasmurugesan6453
    @ramnivasmurugesan64537 ай бұрын

    explained simply great

  • @dewanjalikapse
    @dewanjalikapse8 ай бұрын

    Thank you for sharing the knowledge as always👍

  • @psyduck4763
    @psyduck47636 ай бұрын

    Damn. This is the most simplistic explanation.

  • @AICC2222
    @AICC22224 ай бұрын

    Beautiful explanation sir.

  • @isayit6054
    @isayit60542 ай бұрын

    Excellent explanation- thankyou so much

  • @manishksohni
    @manishksohni4 ай бұрын

    Neatly explained. Thank you

  • @prateekpandey3433
    @prateekpandey34332 ай бұрын

    First time I stumbled on this video, but very well explained !!

  • @rdb108
    @rdb1086 ай бұрын

    Excellent explanation!

  • @amitparmar8076
    @amitparmar80766 ай бұрын

    Great Explanation indeed!

  • @AlonAvramson
    @AlonAvramson5 ай бұрын

    Thank you! very informative!

  • @iamaltf8638
    @iamaltf863812 күн бұрын

    Thanks so much. Helped me in understand the concept very well🙏

  • @jahangirkhan3747
    @jahangirkhan37478 ай бұрын

    As usual, great explanation sir 👍 Eagerly waiting for your Data Science paid bootcamp 😊

  • @kevinshah2702
    @kevinshah27025 ай бұрын

    The Video was quite informative and easy to understand. It would be great if you could provide more in-depth concept explanation on similar topics related to NLP, Deep learning and LLMs. A humble request if you could also provide resources to prepare for ML/AI based roles :) You won't know that we have our placement season going throughout Pan-IIT and many of us watch your ML and DL videos for understanding the concepts easily!!

  • @zunaidqureshi8521
    @zunaidqureshi85218 ай бұрын

    A gem is always a gem!💎

  • @christaverner3560
    @christaverner356028 күн бұрын

    This made kit click for me, thank you!

  • @freesoulkay7044
    @freesoulkay704428 күн бұрын

    Kamal ho bhai ... such a beautiful explanation .. I subscribed you

  • @souravbarua3991
    @souravbarua39918 ай бұрын

    Thank you for simple explanation. Please make a full video tutorial of how we can use vector database in our NLP projects.

  • @codebasics

    @codebasics

    8 ай бұрын

    yes a full fledge end to end LLM project will be published soon

  • @ddiilaaraa
    @ddiilaaraa5 ай бұрын

    Thank you for a very helpful video! I have a question, how does it know which bucket to search?

  • @oliva8282
    @oliva82828 ай бұрын

    Thank you sir

  • @MannyBernabe
    @MannyBernabe3 ай бұрын

    excellent. thx.

  • @Mohammed-ix5je
    @Mohammed-ix5je8 ай бұрын

    Just a suggestion, make a video on GLCM (Grey Level Co-occurence Matrix).

  • @user-ln1pm8bq7y
    @user-ln1pm8bq7y3 ай бұрын

    That hashing function bit you skipped over is super important. How do you achieve good partitioning of your buckets?

  • @VellaHere
    @VellaHere7 ай бұрын

    really helpful video dear sir. Keep up the good work.. You deserve more likes and views on such a wonderful explaination.

  • @codebasics

    @codebasics

    6 ай бұрын

    Glad you liked it !😊

  • @putchanarasimham3013
    @putchanarasimham30133 ай бұрын

    Thanks. That is quick and useful. But I have these questions: What are the axes or features of a word vector spaces? Do all words have the same dimension? that is number of elements in a vector? Can there be a common vector space for words, sentences and documents?

  • @vsakaria
    @vsakaria7 ай бұрын

    Same as me the only person that gave me a clear understanding was an Indian man. Maybe because he understands it better than everyone else 😂

  • @pranav_tushar_sg
    @pranav_tushar_sg5 ай бұрын

    thanks!

  • @SREERAJM
    @SREERAJM2 ай бұрын

    Nice

  • @karimgamal1208
    @karimgamal12086 ай бұрын

    thankyou

  • @sumanpahari4220
    @sumanpahari42208 ай бұрын

    Very helpful

  • @codebasics

    @codebasics

    8 ай бұрын

    Glad it helped

  • @sumitvishwakarma7659
    @sumitvishwakarma76598 ай бұрын

    When is DATA SCIENCE course is coming?

  • @zunaidqureshi8521
    @zunaidqureshi85218 ай бұрын

    I'm waiting for LLm project, please realease as early as possible!

  • @codebasics

    @codebasics

    8 ай бұрын

    yes. It will be published next week

  • @user-ik8jo7mb4o
    @user-ik8jo7mb4o8 ай бұрын

    Hi sir, myself Gautam from India. I'm a data analyst but want to shift to business analyst as i'm not very much interested in coding. But at the same time i too want to take into considerations the scope, pay and future of business analyst compared to data analyst. And the same time is Master's in Business Analyst worth it?

  • @bhuvanmohinidevi194

    @bhuvanmohinidevi194

    6 ай бұрын

    Both the fields have great scopes..but talking about da pay, if u dont enjoy and cherish what u do, it wont even matter after a point of time,so give wholeheartedly to whichever field attracts u, dats da only key to success..also dont forget to master AI tools in ur field and investment knowledge so that job losses don't shake up ur future as much!

  • @Do.n0t.3at.sn4ck
    @Do.n0t.3at.sn4ck8 ай бұрын

    I really need to learn programming, really fast ! In 6 hours I would be sleeping

  • @ankit.chaurasia

    @ankit.chaurasia

    8 ай бұрын

    Better sleep

  • @Do.n0t.3at.sn4ck

    @Do.n0t.3at.sn4ck

    8 ай бұрын

    .

  • @nayanjitsarkar9281
    @nayanjitsarkar92818 ай бұрын

    Do you mind teaching us how we can implement Vector Database in our projects

  • @codebasics

    @codebasics

    8 ай бұрын

    I am building end to end LLM project where I will be using a vector database. The project should be published in about two weeks

  • @ShaNR-gk1zk
    @ShaNR-gk1zk23 күн бұрын

    Flicker sound effect in between is quite irritating