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.
Vector database article: www.pinecone.io/learn/vector-...
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[@SmoothEskimo]

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]

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

[@iamaltf8638]

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

[@awaredz007]

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

[@ravindrareddy8536]

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

[@freesoulkay7044]

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

[@abhishekkhare6175]

Very well explained, short, and simple. Thanks

[@tusharkalyani4343]

Very Beautiful explanation of such a complex topic.

[@christaverner3560]

This made kit click for me, thank you!

[@dewanjalikapse]

Thank you for sharing the knowledge as always👍

[@prateekpandey3433]

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

[@ramnivasmurugesan6453]

explained simply great

[@shmoving1977]

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]

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]

Why would that be an irony?

[@remisharoon]

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?

[@isayit6054]

Excellent explanation- thankyou so much

[@psyduck4763]

Damn. This is the most simplistic explanation.

[@manishksohni]

Neatly explained. Thank you

[@AICC2222]

Beautiful explanation sir.

[@AlonAvramson]

Thank you! very informative!

[@kevinshah2702]

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!!

[@amitparmar8076]

Great Explanation indeed!

[@jahangirkhan3747]

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

[@rdb108]

Excellent explanation!

[@souravbarua3991]

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

[@codebasics]

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

[@ddiilaaraa]

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

[@zunaidqureshi8521]

A gem is always a gem!💎

[@Mohammed-ix5je]

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

[@MannyBernabe]

excellent. thx.

[@VellaHere]

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

[@codebasics]

Glad you liked it !😊

[@putchanarasimham3013]

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?

[@oliva8282]

Thank you sir

[@user-ln1pm8bq7y]

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

[@vsakaria]

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 😂

[@sumanpahari4220]

Very helpful

[@codebasics]

Glad it helped

[@pranav_tushar_sg]

thanks!

[@SREERAJM]

Nice

[@karimgamal1208]

thankyou

[@sumitvishwakarma7659]

When is DATA SCIENCE course is coming?

[@zunaidqureshi8521]

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

[@codebasics]

yes. It will be published next week

[@user-ik8jo7mb4o]

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]

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]

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

[@ankit.chaurasia]

Better sleep

[@Do.n0t.3at.sn4ck]

.

[@nayanjitsarkar9281]

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

[@codebasics]

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]

Flicker sound effect in between is quite irritating