Vector Databases - Master the Core of AI in 1 Hour [Mini-course]

Timestamp:
00:00 Intro
01:34 Introduction to Vector Databases
06:18 Vectors - Overview
17:53 Why are vectors used in a Vector database
21:21 Vector Databases Use cases
27:21 Building Vector Databases
28:13 Install Visual Studio Code, Python and OpenAI API
32:55 Hands-on Create a Vector DB Using Chroma
40:08 Hands-on - Code
55:23 End - Thank you!

[agape]

Why I subscribed?:
- start straight to the point
- no aggressive music in the background or any other superficial and distracting effects
- concise & clear explanation
- suiting & agreeable voice

[WMcLovin]

Very good... worked as a DBA for the last 25 years and was trying to see how Redis works, and this video came up as a suggestion. I really enjoyed it and I think I should learn those new database technologies and some AI stuff too. thx!

[zSKWGGLEZz]

You have a nice voice, I’d like to train my AI to read me books in your voice

[srinivasgollanapalli]

your English and the way are explaining is really excellent

[mayikx]

Perfect speach, clear and concise. Improve your light, and thank you so much.

[beachfeet]

Paulo, great video! I am taking your Packt Publishing Langchain and LLMs course offered through O'Reilly. Great to see you have a YouTube channel. I could listen to you all day! Subbed!

[tatovoDC]

Why did you don’t have more subscribers !!? It’s exelent thank you so much!

[valean]

I just subscribed to the channel, thank you for your dedication, I am a beginner in this AI 🤸🚀

[ajeetmishra]

Hey man, really love the way of your teaching.🤗

[vijay]

Very helpful. Thanks a lot. Hope you cross 100k subscribers soon

[JGKorny]

Subscribed. Thanks for the video. The value of this video is insane. You have some insane talent. Youtube selected me to see the content as my behavioral vector matches it :).

[ronaldronald]

I like the way you explain things. I am interested in RAG and vector databases are an essential part of that. Thanks for sharing 🙂 .

[vidyaabhimaan]

Dude you have voice of a God! Like it hit me hard but very nice. 🤯

[tomaszzielonka]

Hi! In 14:48 the word 'lake' has 2 different vector representations; shouldn't there be only one? I know that some words have different meaning depending on context (i.e. 'mole' can be a either bug or a chemical measure), but here in both cases 'lake' is defined as a body of water, isn't it?
P.S. Great video! Now jumping to another one of yours :)

[RickySupriyadi]

hello sir, about to help more learner what about if you use ollama with free ai such as llama3 etc? rather than paid openAI and Linux...btw in Linux I learn that installing python etc are just a line of CLI codes so much easy.

[billkuhn]

How is OpenAPI being used in the example? You explained how the create the API key and i assumed that OpenAPI would be used to generate the embeddings but I never saw the API key used later in the hands on code example. Did I perhaps just miss a step? Thanks

[SimTjn]

Do you have an idea of the cost of all of theses processing ? It sounds like implementing this vector base querying could become very expensive at some point ...

[rajpeddisetty]

Your examples are not clear. You didn’t explain how you get the vector. Also, why a customer would export an image? Use cases- document search is one of the top usecases. Right? But it’s missed.

[rohithreddy]

9:46 what is this background template called, what is this type of editing called, that background live thing behind

[nykowow]

I want to hear this voice all day long