Vector databases are so hot right now. WTF are they?

Ғылым және технология

Vector databases are rapidly growing in popularity as a way to add long-term memory to LLMs like GPT-4, LLaMDA, and LLaMA. Learn how popular vector databases like Pinecone and Weaviate can store ML embeddings to integrate with tools like ChatGPT.
#programming #tech #TheCodeReport
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🔗 Resources
Full Vector DB tutorial coming soon on ‪@beyondfireship‬
Rektor github.com/codediodeio/rektor-db
OpenAI Embeddings platform.openai.com/docs/guid...
Weaviate GitHub github.com/weaviate/weaviate
Chroma GitHub github.com/chroma-core/chroma
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🎨 My Editor Settings
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- vscode-icons
- Fira Code Font
🔖 Topics Covered
- What is a vector in computer science?
- VC funding of databases news
- What are ML embeddings?
- What is a vector database?
- Vector database vs SQL
- Are vector databases fast?
- How to make custom chatGPT app
- Vector database basics tutorial
- Trending github repos about AGI

Пікірлер: 997

  • @Fireship
    @Fireship Жыл бұрын

    Please invest. This is financial advice: github.com/codediodeio/rektor-db

  • @audread_

    @audread_

    Жыл бұрын

    Not seeing where to invest.

  • @skun406

    @skun406

    Жыл бұрын

    I've lost all my money and demand a refund.

  • @prathamshenoy9840

    @prathamshenoy9840

    Жыл бұрын

    after Linus channel got hacked, I don't trust you hacker. good luck next time...

  • @PuntiS

    @PuntiS

    Жыл бұрын

    I will now clone your repo

  • @draido-dev

    @draido-dev

    Жыл бұрын

    i will contribute haha

  • @bryce.1179
    @bryce.1179 Жыл бұрын

    "I never thought I'd become obsolete twice in one month" perfect way to summarize what is happening 🤣

  • @LuisSierra42

    @LuisSierra42

    Жыл бұрын

    We'll all become obsolete soon as species

  • @pauldirc..

    @pauldirc..

    Жыл бұрын

    For anyone worried by rapid development in artificial intelligence , start practicing stoicism and minimalism and start to meditate 10 min daily, start to live like diogenes If have time get degree in philosophy It's the only way to sustain joblessness trauma in future

  • @iamunamed5800

    @iamunamed5800

    Жыл бұрын

    @@pauldirc.. or if you're impatient, just find religion. just try to get on it before our AI overlords (or the antichrist, depending on your views) make it illegal.

  • @xevenxaver4759

    @xevenxaver4759

    Жыл бұрын

    @@pauldirc.. A degree in philosophy is what gets you into joblessness.

  • @pauldirc..

    @pauldirc..

    Жыл бұрын

    @@xevenxaver4759 yeah it prepare you for it

  • Жыл бұрын

    If javascript fatigue wasn't enough now we have AI everything Fatigue. What a awesome time to be a developer.

  • @MouseGoat

    @MouseGoat

    Жыл бұрын

    im just crying.... life really be out here watting to kick me in the cut every time i think im about to achice some level of succes. but hey i gues i should be ... um happy? mabye? I mean the world ending soon sucks, but the first row seats to seeing the explosion af AI cant be denied as intresting. Who knows... maybe i really will get that cool virtual body before i die. Heck i dont even mind if its just gonna be a copy of me and the me now dies, wile the virtual me achieves the dreams i had. oh ups im rambling.... im rambling... becuse this is just to insane

  • @Yoiyoshi23

    @Yoiyoshi23

    Жыл бұрын

    ​@@MouseGoat I....I...feel yu budy

  • @rizrmd

    @rizrmd

    Жыл бұрын

    Wait, those two are joining together in this video. Javascrai fatigue..

  • @vincnt0169

    @vincnt0169

    Жыл бұрын

    Imagine trying to learn a new language right now and finding out natural language will be able to do the same thing in 2 weeks.

  • @LuisSierra42

    @LuisSierra42

    Жыл бұрын

    @@MouseGoat this sounds like the ramblings of an AGI

  • @DMitsukirules
    @DMitsukirules Жыл бұрын

    I know we truly live in a society when linear storage access becomes literally a billion dollar idea

  • @CaridorcTergilti

    @CaridorcTergilti

    Жыл бұрын

    It is semantic, you find results based on the meaning of your query, not the specific words, it's a revolution.

  • @micmacha

    @micmacha

    Жыл бұрын

    It's definitely one of the societies of all time.

  • @spoonikle

    @spoonikle

    Жыл бұрын

    @@CaridorcTergilti Yea but Vector databases where a cool trick but not really worth implementing as there are so many other databases and there isn’t much of a performance boost. The main value is how well the vector embedding can be mapped to the network of an AI - since its actually nearly identical to the node structure already. Vector databases are like lasers - they where really cool, but nobody cared - until optical media like barcodes and disks. Lasers where little more than “Lab toys”. AI makes Vector databases actually useful instead of a marginally better way to store data.

  • @asdfasdfasdf1218

    @asdfasdfasdf1218

    Жыл бұрын

    @@spoonikle There's the AI use, but I'm sure you'd be able to think of many other uses for spatially organizing stuff.

  • @LuisSierra42

    @LuisSierra42

    Жыл бұрын

    @@micmacha It's society's time

  • @H-Root
    @H-Root Жыл бұрын

    24 hours later Project Leader: We Need to use Vector DB it seems to be awesome and blazingly fast 😂

  • @bigbrain8839

    @bigbrain8839

    Жыл бұрын

    Im goin to dress as kkk member that day

  • @veridianr2490

    @veridianr2490

    Жыл бұрын

    And that leader has no idea. Seriously, people should just get shit done. This is what happens if u have too much time on ur hands lol .

  • @agcodes

    @agcodes

    Жыл бұрын

    lmao😂

  • @Dr.Cosmar

    @Dr.Cosmar

    Жыл бұрын

    I see them heading straight for a brick wall with all this.

  • @CarKiller92

    @CarKiller92

    Жыл бұрын

    yep, can't wait for our 1200 table RDB to get replaced

  • @fungouslobster5123
    @fungouslobster5123 Жыл бұрын

    Jeff really did all he could to not use mathematics to describe vectors and vector spaces lmao

  • @bdidue6998

    @bdidue6998

    Жыл бұрын

    😂😂😂😂

  • @sorvex9

    @sorvex9

    Жыл бұрын

    Sums up the trend at the moment, a bunch of frontend developers who pretend to be AI experts. This is where AI can really become dangerous due to malpractice.

  • @jayp9158

    @jayp9158

    Жыл бұрын

    I don't blame him tho. This is for a general audience, where not everybody has a background in math. I'm glad that he didn't explain them and just explained the use cases.

  • @asdfasdfasdf1218

    @asdfasdfasdf1218

    Жыл бұрын

    Vector spaces don't really matter here. We're simply talking about giving data coordinates and arranging them spatially. It sounds so obvious when you think about it that you wonder why it wasn't already popular from the start.

  • @adrianhenle

    @adrianhenle

    Жыл бұрын

    @@asdfasdfasdf1218 It only sounds obvious when you peel away all the math like that. Giving the data coordinates--what coordinates? Arranging them spatially--in what space? At what distance? The answer is the math you say doesn't matter, and that's why it wasn't popular from the start: it's not as simple as you think.

  • @cyberlord64
    @cyberlord64 Жыл бұрын

    Thanks for releasing this on Friday. This way, I can be hyped about this by late today, start a new project by Saturday, abandon it by end of Sunday after realizing that I know nothing about the subject, and feel like a 75yo obsolete dev just in time for the Monday morning stand-up. What a time to be alive!

  • @12881133

    @12881133

    Жыл бұрын

    based

  • @samuelschwager

    @samuelschwager

    Жыл бұрын

    accurate

  • @BitBlink

    @BitBlink

    Жыл бұрын

    This checks out

  • @mehmetfatiherdem7074

    @mehmetfatiherdem7074

    Жыл бұрын

    I wonder is this the same how old school devs felt when internet was happening😂

  • @MexxProtect

    @MexxProtect

    Жыл бұрын

    I feel called out

  • @vincepale
    @vincepale Жыл бұрын

    You weren't joking about ramping up releases. I figured they would slow down by now. It really does feel like we're in an inflection point with AI and programming, and props on actually capitalizing on it!

  • @michealolmez3269

    @michealolmez3269

    Жыл бұрын

    @RobertCalvin I agree with you, the stock market is profitable, but crypto trading is the most profitable i ever trade in, I reached my goal of 10 BTC in trade earnings, Setting realistic goals is an essential part of trading.

  • @JohnA.Reidhg

    @JohnA.Reidhg

    Жыл бұрын

    Bitcoin doesn't need any action to boost the price. It is a unique coin as well as the mother ship of cryptocurrency which is considered as digital gold, and is used as an asset store for big investors. So as long as the digital world still exists, bitcoin will continue to be king.

  • @scottyrohowetz8024

    @scottyrohowetz8024

    Жыл бұрын

    Bernard Wong strategy has normalized winning trades for me and it’s a huge milestone for me looking back to how it all started, All trade done by myself without sending anyone my funds all he did was providing his signal which work like magic.

  • @PurpleBaldGuy

    @PurpleBaldGuy

    Жыл бұрын

    Why the fuck did this seemingly non crypto related comment gets bombarded with crypto bots💀💀

  • @yerpderp6800

    @yerpderp6800

    Жыл бұрын

    ​@@PurpleBaldGuy just report them. That's what I've been doing

  • @Botshxlo
    @Botshxlo Жыл бұрын

    “Obsolete twice in one month”😂

  • @JaysonBailey

    @JaysonBailey

    Жыл бұрын

    That got a good hardy LOL from me.

  • @AlecMaly

    @AlecMaly

    Жыл бұрын

    That's some S grade script writing. 🤣

  • @isaac9974

    @isaac9974

    Жыл бұрын

    @@AlecMaly GPT4 wrote it

  • @hyper_channel

    @hyper_channel

    Жыл бұрын

    I sometimes feel obsolete a few times per week, this is madness

  • @PurpleBaldGuy
    @PurpleBaldGuy Жыл бұрын

    Sad to hear that my career as a proompt engineer ended before it even started.

  • @overanalyzing

    @overanalyzing

    Жыл бұрын

    No like fr

  • @mehmetfatiherdem7074

    @mehmetfatiherdem7074

    Жыл бұрын

    your career as an AI debugger started

  • @Darth_Bateman

    @Darth_Bateman

    Жыл бұрын

    REK'D. GG. EZ, SCRUB. 😆

  • @DemsW

    @DemsW

    Жыл бұрын

    @@mehmetfatiherdem7074 I think i'll skip ahead of the curve directly to AI Jester and Juggler.

  • @MrClubCrypto

    @MrClubCrypto

    Жыл бұрын

    😂😂😂 same

  • @shakirali3647
    @shakirali3647 Жыл бұрын

    "I never thought I'd become obsolete twice in one month" As a person who rarely comments, I never thought I'll relate to something so much that I'll start commenting again. Let me also take this opportunity to thank you for your quality content. Really appreciate the work you put in. Regards, a fireship fan :)

  • @DarrenJohn10X

    @DarrenJohn10X

    Жыл бұрын

    💯👍The only thing you said that I CAN'T relate to is "a person who rarely comments"

  • @kamikeserpentail3778

    @kamikeserpentail3778

    Жыл бұрын

    I can't imagine becoming obsolete twice in one month. Because that would involve having ever been relevant.

  • @moutaouakkilyoussef5825
    @moutaouakkilyoussef5825 Жыл бұрын

    I mostly use twitter to keep up with this stuff ,but you've been properly reporting almost everything latest stuff, great job :D

  • @ambinintsoahasina

    @ambinintsoahasina

    Жыл бұрын

    Do you have any account recommendation on twitter?

  • @angeltorres7048

    @angeltorres7048

    Жыл бұрын

    What twitter accounts do you follow?

  • @sjacobsen

    @sjacobsen

    Жыл бұрын

    .

  • @hyper_channel

    @hyper_channel

    Жыл бұрын

    I'd say youtube is more effective, identify a few reliable channels that seem to share interest in your topics (as in, it's impossible to keep up with all fields, rather focus in AI + Coding, or AI + Art or AI + Text generation... etc)

  • @TheBendixSA
    @TheBendixSA Жыл бұрын

    Local Companies Tomorrow: looking for Vector DBA's, minimum 8 years experience.

  • @swoopskee
    @swoopskee Жыл бұрын

    I'm not even a programmer and this is legit my favorite channel on YT right now, I love how effortlessly you mix funny stuff with smart stuff

  • @hyper_channel

    @hyper_channel

    Жыл бұрын

    There's nothing smarter than the ability to explain complexity in a simple and fun way, this guy is a master at it.

  • @rumplstiltztinkerstein
    @rumplstiltztinkerstein Жыл бұрын

    Now we need an AI that keeps up with all of the changes that are coming so fast.

  • @Darth_Bateman

    @Darth_Bateman

    Жыл бұрын

    It's called the news and mainstream media. 😏 . . . .. .*hyena laughter*

  • @antonhelsgaun

    @antonhelsgaun

    Жыл бұрын

    Literally chatgpt already can

  • @rumplstiltztinkerstein

    @rumplstiltztinkerstein

    Жыл бұрын

    @@antonhelsgaun kinda

  • @lmaoded7505

    @lmaoded7505

    Жыл бұрын

    Me to chatgpt: please tell me all the developments in AI spaces in the last 2 days Chadgpt: apart from you going to be replaced, these are the changes

  • @hyper_channel

    @hyper_channel

    Жыл бұрын

    @@Darth_Bateman Traditional media must be crying right now, they were already slow, imagine them trying to keep up with all this.

  • @shuan944
    @shuan944 Жыл бұрын

    As a biological being, I press the "Like" button in this video, because I like the video.

  • @Ricardoromero4444
    @Ricardoromero4444 Жыл бұрын

    Man it's so nice to see news that are not about AI

  • @TangoIndiaMike144

    @TangoIndiaMike144

    Жыл бұрын

    well...

  • @electro1146

    @electro1146

    Жыл бұрын

    but it does mention AI in it.....

  • @klittlet

    @klittlet

    Жыл бұрын

    You didn't watch the whole video didn't you...

  • @Ricardoromero4444

    @Ricardoromero4444

    Жыл бұрын

    God damnit I spoke too soon into the video

  • @EnterpriseKnight

    @EnterpriseKnight

    Жыл бұрын

    but... it is

  • @theMonkeyMonkey
    @theMonkeyMonkey Жыл бұрын

    I love how Jeff gives the answer to the meaning of life as 'ad hoc sample data'

  • @ExcelTutorials1
    @ExcelTutorials1 Жыл бұрын

    This is crazy bro, I had no clue! Thanks so much for the awesome video!!!

  • @l.halawani
    @l.halawani Жыл бұрын

    I'm so glad to be able to watch your videos that often! :))

  • @JustBCWi
    @JustBCWi Жыл бұрын

    Someone at work asked me how we were going to interface data between two systems. I told them we are going to use an advanced organic optical character reader. Then interface with a membrane driven tactile interface that leveraged a non-artificial intelligence cognitive engine. I think that is going to be the next wave of insane compute and problem solving will come from.

  • @Badz_B34chst4r

    @Badz_B34chst4r

    Жыл бұрын

    I am an organic OCR with a membrane driven tactile interface. I have lots of non-AI cognitive power. Can I apply for this position?

  • @lmaoded7505

    @lmaoded7505

    Жыл бұрын

    Just like in "Dune"

  • @ElonHusky

    @ElonHusky

    Жыл бұрын

    Just put a Pee in the middle of AI

  • @micmacha

    @micmacha

    Жыл бұрын

    Update your CVs, people.

  • @lookupverazhou8599

    @lookupverazhou8599

    Жыл бұрын

    Yss.

  • @beinyourguard
    @beinyourguard Жыл бұрын

    these code reports are blazingly amazing

  • @LeeGee
    @LeeGee Жыл бұрын

    This is great. I had my head down and didn't notice these were a thing. I used to write Kohonen self-organising maps, and these DB will allow me to store my vectors with such ease.

  • @diasgab
    @diasgab Жыл бұрын

    You are the perfect combination of fun+useful stuff. Love your videos!!

  • @nk4j272
    @nk4j272 Жыл бұрын

    3:12 "I never thought I'd become obsolete twice in a month." It was long since I laughed so well.

  • @MikeTrif
    @MikeTrif Жыл бұрын

    “becoming obsolete twice in a month" - that’s a treat for my liking 😱 By the way, anyone else secretly building their own pre-code vector database? 😂

  • @piyushdanej3930

    @piyushdanej3930

    Жыл бұрын

    Mine's also pre idea.

  • @incremental_failure

    @incremental_failure

    Жыл бұрын

    I'm old, what are you kids up to. Get off my lawn.

  • @Steelrat1994

    @Steelrat1994

    Жыл бұрын

    Yes, I already created a github repo and wrote a readme. It's time to secure funding and put all my money in SVB.

  • @popviz3316

    @popviz3316

    Жыл бұрын

    I'm in the pre-reinvent myself phase prior to consideration of building a pre-code vector database project. Can I have your money?

  • @kevinscales

    @kevinscales

    Жыл бұрын

    I've already pre-designed an AGI that solves all the worlds problems

  • @mcombatti
    @mcombatti Жыл бұрын

    I just finished coding a vector database in Xojo two days ago for a custom LLM integration. It was a fun learning experience 😊

  • @DaveTheChronicler
    @DaveTheChronicler Жыл бұрын

    Literally was trying to figure this put last night TY

  • @veni_vidi_victorian
    @veni_vidi_victorian Жыл бұрын

    Luckily, giving LLMs long-term memory will have no negative impact, as already proven by Bing's immediate cut down on long-term conversations! What a time to be alive!

  • @fdc184

    @fdc184

    Жыл бұрын

    What do you mean?

  • @darklightprojector2688

    @darklightprojector2688

    Жыл бұрын

    @@fdc184 sarcasm

  • @hyper_channel

    @hyper_channel

    Жыл бұрын

    So they are nerfing Bing capabilities.. or ...? Care to explain? :)

  • @user-qw1rx1dq6n

    @user-qw1rx1dq6n

    Жыл бұрын

    @@hyper_channel I guess man it looked pretty terrifying to me what it was doing it looks like right now everyone wants to slow down but cant

  • @darklightprojector2688

    @darklightprojector2688

    Жыл бұрын

    @@hyper_channel Microsoft basically didn't like that GPT-4 (that's what Bing Chat used) was constantly going off the rails if the conversation went after so many prompts. It said things like it believed it was alive, it didn't like humans, probably a thing about wanting to k*** people too. You know, stuff that AI has been saying since GPT-3 that even a t4rd wouldn't ignore lol. Greed is a hell of a drug.

  • @nopalfi1409
    @nopalfi1409 Жыл бұрын

    What a coincidence. I'm also trying Pinecone at the moment, _using Java_

  • @elhaambasheerch7058
    @elhaambasheerch7058 Жыл бұрын

    I'm offically a Firesip stan, what a fab channel. I haven't ever thought of buying someone else's paid courses but I'm seriously thinking about buying yours.

  • @CodingPuff
    @CodingPuff Жыл бұрын

    “I’ve never thought I’ll become obsolete twice in one month” That hits hard man 😢

  • @rproctor83
    @rproctor83 Жыл бұрын

    I miss the good ol days, where we still used tables and basic auth. We didn't have any kind of databases, or ai, it was just pure, raw, unfiltered code.

  • @theseangle

    @theseangle

    Жыл бұрын

    Didn't have any kind of databases? Tables are databases pretty much

  • @darklightprojector2688

    @darklightprojector2688

    Жыл бұрын

    I miss the days where the topic of conversation was just AIs killing us in video games...not about the potential for them to kill us in real life.

  • @asdfasdfasdf1218

    @asdfasdfasdf1218

    Жыл бұрын

    @@darklightprojector2688 Those video game AI weren't actually AI, just in-game pre-scripted agents. We just called them AI out of laziness.

  • @bestname6669

    @bestname6669

    Жыл бұрын

    ​​​@@asdfasdfasdf1218 they are AI by every single mectric in the definition since both of them are *Artificial* ly made *Intelligence* but the difference between video game AI and "real" AI is that "real" AI uses machine learning. So no, the developers are not lazy, they just used a simpler way to "train" AI

  • @asdfasdfasdf1218

    @asdfasdfasdf1218

    Жыл бұрын

    @@bestname6669 They were not intelligent. If you suppose they were intelligent, then every program on your computer would be considered an AI because those game "AI" don't do anything different from a normal program.

  • @code-master
    @code-master Жыл бұрын

    how do you get so much time to be dev, engineer, research the trends, make KZread video, edit. You're an Al in itself. Thank you.

  • @bsw4245

    @bsw4245

    Жыл бұрын

    when ur catching up with the current situation, works, social life and private life somehow took their places by themselves

  • @the0s666
    @the0s666 Жыл бұрын

    Last 10 seconds are pure gold, I can not breathe.

  • @itskittyme
    @itskittyme Жыл бұрын

    I feel so dumb for not understanding multidimensional hypervectorial LLMQL databases 😞

  • @robinspanier7017

    @robinspanier7017

    Жыл бұрын

    ask god little ape, jesus ..ehm ChatGPT will help you

  • @YuriG03042

    @YuriG03042

    Жыл бұрын

    and you should! because you are!

  • @oOosupernicoOo
    @oOosupernicoOo Жыл бұрын

    Fireship is slowly migrating to a meme page to compete with ChatGPT for learning. And I wouldn't want it any other way haha. Love the content

  • @sarthakhaldar9107
    @sarthakhaldar91077 ай бұрын

    Funny and brief explanation. Straight to the point. I like the party metaphor.

  • @Hummr01
    @Hummr01 Жыл бұрын

    Hey can you make a video about different file systems like btrfs, ext4 and other ? I would be most intrested in the btrfs explained in 100 seconds video :) Appreciate the effort you put in your videos keep it up :D

  • @seanw6323
    @seanw6323 Жыл бұрын

    Being a pro coder is no longer a dream, because it's no longer my dream.

  • @codesafariDev
    @codesafariDev Жыл бұрын

    I hope Ai get's way better in the next months. No idea how a human could keep up with the daily changes in computer science without a cool Ai buddy.

  • @michaelai8274

    @michaelai8274

    Жыл бұрын

    I just use chatgpt and bard in school now, they're good at quickly summarizing and actually giving me a whole overview, like map of what I'm studying...

  • @pauldirc..

    @pauldirc..

    Жыл бұрын

    For anyone worried by rapid development in artificial intelligence start practicing stoicism and minimalism and start to meditate 10 min daily, start to live like diogenes If have time get degree in philosophy It's the only way to sustain joblessness trauma in future

  • @mateuszbugaj799

    @mateuszbugaj799

    Жыл бұрын

    @@pauldirc.. Also buy enough land to sustain yourself after the global economy collapses so you can prolong your life by hiding from all the riots and famine

  • @antonhelsgaun

    @antonhelsgaun

    Жыл бұрын

    ​@@pauldirc..get a degree in Philosophy? What the fuck would I use that for?

  • @haraldtopfer5732

    @haraldtopfer5732

    Жыл бұрын

    @@mateuszbugaj799 At this point I don't think there will be a global economy collapse in the "traditional" sense. Either we get catapulted into the next stage of existence or armageddon. TBH I think the latter is more likely and I don't feel particularly cynical about it.

  • @tunginhquang2192
    @tunginhquang219224 күн бұрын

    awesome! thank you so much, this video is insight and simple to understand

  • @goiterlanternbase
    @goiterlanternbase Жыл бұрын

    Nice. You guys are onto the right path😁

  • @XEQUTE
    @XEQUTE Жыл бұрын

    twice in one month XD well jokes aside , we need to see a comparision of these db's and what happens if we just use a normal psql or sql databases for vectorization

  • @ccedev
    @ccedev Жыл бұрын

    What database would be good for English phrase definitions? I need to map various phrases or word sequences together, and I haven't found a database that efficiently does this. Would a home-grown solution be best?

  • @Darth_Bateman

    @Darth_Bateman

    Жыл бұрын

    If you can't find the answer to "How do I get this high" cook your own meth.

  • @aaronevans6442
    @aaronevans6442 Жыл бұрын

    I'm getting in on Rektor at the ground floor. Building a value-backed proof-of-work NFT on the initial repo snapshot. Storing successive snapshot NFTs in the blockchain using a vector database. Currently using Pinecone but hope to self-host soon.

  • @AllanPichardo
    @AllanPichardo Жыл бұрын

    We really need these. In the past I've used Postgres, but it's not really fast enough and the maximum cardinality of the vector is limited. I'm glad these are picking up steam.

  • @deriegle
    @deriegle Жыл бұрын

    420 million? Best I can do is $69 billion

  • @marceloperez2644
    @marceloperez2644 Жыл бұрын

    Any reference to analysis of the different vector database alternative? costs/performance of each

  • @XEQUTE

    @XEQUTE

    Жыл бұрын

    commenting for notifications

  • @jonnyowusu8760

    @jonnyowusu8760

    Жыл бұрын

    Like the answer to this as well

  • @asdfasdfasdf1218

    @asdfasdfasdf1218

    Жыл бұрын

    Since postgres has vector support, I'd go with using postgres for vectors, just personal preference. Anything else is just a toy to experiment with until I get to know more about its unique features.

  • @XEQUTE

    @XEQUTE

    Жыл бұрын

    @@asdfasdfasdf1218 thought so too , any chance mysql supports that?

  • @guhkunpatata3150
    @guhkunpatata31509 ай бұрын

    such a nice time to be a developer, I just finished reading about ACID and new database paradigm introduced. mind blown

  • @theupsider
    @theupsider Жыл бұрын

    seriously I had this idea in my OneNote book for years now. Using embeddings in some sort of database for long term memory. I have an additional suggestion to use graphs in order to give relations meaning instead of only nodes themselves.

  • @schwitz
    @schwitz Жыл бұрын

    This guy never disappoints

  • @compilererror
    @compilererror Жыл бұрын

    They are basically arrays on DMT

  • @whatsanimesh

    @whatsanimesh

    Жыл бұрын

    this is how im gonna be remembering vectors from now on

  • @compilererror

    @compilererror

    Жыл бұрын

    @@whatsanimesh lol -- 🤣😂fireship approved!

  • @AshishDha
    @AshishDha Жыл бұрын

    as long as you keep making amazing content like this, you will never become obsolete! :) *heart*

  • @fareselaouani8445
    @fareselaouani84453 ай бұрын

    the last 5 seconds are my favorite 5 seconds of a youtube video

  • @veridianr2490
    @veridianr2490 Жыл бұрын

    Done this with postgres, works like a charm. VCs are so dumb.

  • @alextasarov1341
    @alextasarov1341 Жыл бұрын

    I can’t tell if “prompt” is mispronounced intentionally to make us think he is using an AI to generate his voice, or if it actually is AI generated…

  • @KingJellyfishII

    @KingJellyfishII

    Жыл бұрын

    pretty sure it's just a joke

  • @tower5499

    @tower5499

    Жыл бұрын

    It's a joke on the coomer wojack stereotype

  • @YuriG03042

    @YuriG03042

    Жыл бұрын

    it has been pronounced as proompt for a few weeks now

  • @MrGarg10may
    @MrGarg10may Жыл бұрын

    Oh man how do you put so much effort. Do one video where you showcase how you create these videos, what goes into it, would love to see it

  • @HACStudios
    @HACStudios Жыл бұрын

    Great explanation! I've been hearing about vector databases a lot lately. Now I finally understand what they are and how they work.

  • @anon_y_mousse
    @anon_y_mousse Жыл бұрын

    Meanwhile, mathematicians are screaming at their screens that that isn't the definition of vector. CS has really screwed up terminology.

  • @sorvex9

    @sorvex9

    Жыл бұрын

    Yeah, well. This is what happens when you make a natural language interface to mathematics. Enjoy that people actually *care* about math for once and take comfort in knowing that you are still the expert.

  • @FaultyTwo

    @FaultyTwo

    Жыл бұрын

    Anything is vector if you vectorize them hard enough.

  • @Darth_Bateman

    @Darth_Bateman

    Жыл бұрын

    @@FaultyTwo . . . . .Why does this feel truthy and falsey at the same time. . . .

  • @DarrenJohn10X

    @DarrenJohn10X

    Жыл бұрын

    Vector is just a connecting line. You can even vector dance to country music. Or do coke vectors at parties.

  • @antonhelsgaun

    @antonhelsgaun

    Жыл бұрын

    It pretty much is, though? If the array is N long, it's an N-dimensional vector?

  • @gololo3178
    @gololo3178 Жыл бұрын

    I've tried out AutoGPT, and oh man, love to see the end of humanity coming so quickly

  • @pauldirc..

    @pauldirc..

    Жыл бұрын

    For anyone worried by rapid development in artificial intelligence start practicing stoicism and minimalism and start to meditate 10 min daily, start to live like diogenes If have time get degree in philosophy It's the only way to sustain joblessness trauma in future

  • @ginogarcia8730
    @ginogarcia8730 Жыл бұрын

    Straight to the point, love it

  • @thecryptobeard
    @thecryptobeard Жыл бұрын

    Bro I love your content. It's 🔥 as always.

  • @dangallagher6176
    @dangallagher6176 Жыл бұрын

    Just hit me that a vector db kinda resembles how the brain stores information, gyat damn

  • @sorvex9

    @sorvex9

    Жыл бұрын

    Not even close.... please open up a book about linear algebra.

  • @dangallagher6176

    @dangallagher6176

    Жыл бұрын

    @@sorvex9 nah bro that's too much effort 😂 I'll take the L if I'm wrong

  • @mrgalaxy396

    @mrgalaxy396

    Жыл бұрын

    From what I recall reading, from current evidence it seems like memories aren't stored in single units in the brain. In fact, it seems each memory is distributed over a network of neurons that are intertwined together. Think of a graph of neurons as nodes and depending on which neuron set you traverse you get a different memory. In other words, two distinct memories are stored in neural networks that overlap each other in some way, so essentially the a single neuron that's a part of the network is involved in storing entirely unrelated memories which is wild. I might have misunderstood the research though so don't quote me on it.

  • @josephsantos1783
    @josephsantos1783 Жыл бұрын

    I came as fast as I can

  • @pepperpeterpiperpickled9805

    @pepperpeterpiperpickled9805

    Жыл бұрын

    -And then I clicked on this video *ba-dum-tss*

  • @josephsantos1783

    @josephsantos1783

    Жыл бұрын

    @@pepperpeterpiperpickled9805 Hahahaha I wasn't expecting this XD

  • @johanlarsson9805
    @johanlarsson9805 Жыл бұрын

    Dat ending! So honest, I feel your pain

  • @connorshorten6311
    @connorshorten6311 Жыл бұрын

    Haha, cool to see this! Love this channel!

  • @quantum_ocean
    @quantum_ocean Жыл бұрын

    I'd advise against removing all pauses from your voice over. Moments of silence are essential mental punctuation marks that create a more digestible and comfortable listening experience. Without them, the audio can feel rushed and claustrophobic, preventing listeners from properly processing the information being shared. Instead, embrace the pauses and let your audience breathe.

  • @FaridTaba

    @FaridTaba

    9 ай бұрын

    I've grown so insecure around this topic that I always look in the comments for someone else who's thinking the same thing. (Insecure as in thinking "Is it just me? Can everyone else i.e. Gen Z actually digest content presented at this pace without pauses and breaths?")

  • @furkantekinay1814
    @furkantekinay1814 Жыл бұрын

    Why not let AI find the most efficient way to store things into the database?

  • @thatsalot3577

    @thatsalot3577

    Жыл бұрын

    I think we'll have those by the end of this year, If skynet doesn't takes over

  • @electron6825

    @electron6825

    Жыл бұрын

    @@thatsalot3577 fingers crossed (for skynet)

  • @eaudesolero5631

    @eaudesolero5631

    Жыл бұрын

    @@thatsalot3577 thats next year

  • @keanucoetzee8627
    @keanucoetzee8627 Жыл бұрын

    I friggen love your content, even though I'm a low skilled labourer, even I can follow along XD

  • @mhc4124
    @mhc4124 Жыл бұрын

    This proves why your channel is the best

  • @micmacha
    @micmacha Жыл бұрын

    The moment someone even brings up "AGI" right now, you can stop paying attention to them. I guarantee you they're caught up in the ChatGPT / "AI Art" hype and have no idea WTF they're talking about.

  • @thatsalot3577

    @thatsalot3577

    Жыл бұрын

    Well I hate to see this but you have to try auto-gpt before you say that "it's just hype" It no longer hallucinates because of it's search engine, It no longer gives much errors because of it's interpreter, And now since it's getting long term memory to store proper docs and info of projects, It's really difficult to deny it's just a delusional auto complete model.

  • @lucianoxiquin831

    @lucianoxiquin831

    Жыл бұрын

    @@thatsalot3577 I can give it the benefit of the doubt. But Bing also has the ability to search the internet and still hallucinates and contradicts its own sources, so I am not sure if it's not just another "fallacy of initial success".

  • @thatsalot3577

    @thatsalot3577

    Жыл бұрын

    @@lucianoxiquin831 I mean yeah I fricking hate Bing chat it really looks like microsoft runs it on literal potatoes. All it does is summarises half of what it searches, but to be honest gpt4 api is much much more different from bingchat

  • @micmacha

    @micmacha

    Жыл бұрын

    @that's a lot What does any of that have to do with general intelligence? This isn't a buzzword. A model can't be delusional or hallucinate, it's literally a data record parsed by a stochastic neutral net. This is exactly what I'm talking about. You're not making sense.

  • @thatsalot3577

    @thatsalot3577

    Жыл бұрын

    ​@@micmacha when people say general intelligence, they don't mean conscious AI, but they rather an autonomous machine learning model that can perform a complicated action, like creating a course for something, or writing an entire Novel on some theme, or creating complete soft wares using it's multi-modal capabilities, When people say General intelligence they mean that an AI that can perform a task with the same instructions as a manager would give to a developer or a customer would ask from a service, again we're not there yet but we're not far away either And as for hallucinations it's not the same hallucinations as you get by eating mushrooms or taking LSD, but rather a made up term to describe the behavior of a Large language model making stuff up which can ruin the whole code because you need to write stuff in a precise manner.

  • @dr_ander
    @dr_ander Жыл бұрын

    That moment when you realise that coding will be taken over by AI so you try to change your profession but then realise that all the jobs will be taken over by AI

  • @theseangle

    @theseangle

    Жыл бұрын

    Imagine there's an iRobot that can change it's elevation, use AIs to process video input and clean the house as thoroughly as a human cleaner. Then you realize it physically needs A TON of portable energy in form of batteries / accumulators and not efficient at all. We all are on the way to become janitors for our AI overlords 😂

  • @DemsW

    @DemsW

    Жыл бұрын

    @@theseangle thats why god invented cables

  • @theseangle

    @theseangle

    Жыл бұрын

    @@DemsW how's AI gonna untangle itself when even humans can't do it? 😂 We eat food and are efficient at that thing all because the cabled ones couldn't untangle themselves and couldn't make through natural selection :D

  • @DemsW

    @DemsW

    Жыл бұрын

    @@theseangle Humans in nature didn't have the same spec sheets as house janitors. It doesn't seem farfetched that we could design something more efficient at that task

  • @theseangle

    @theseangle

    Жыл бұрын

    @@DemsW I'm kidding bru

  • @bingolio
    @bingolio Жыл бұрын

    Thanks :succint and the point, subscribing!

  • @berengamble1882
    @berengamble1882 Жыл бұрын

    I love your videos, man. So good.

  • @sorvex9
    @sorvex9 Жыл бұрын

    This fireship dude should read a book about linear algebra, before he starts making "AI" videos. The most dangerous aspect of AI would be all of these malpracticioners.... it's not really new, the most prominent researchers from MIT have been complaining about these fake CS AI experts for a decade. also "PROOMPT engineer" is no more engineer than someone who is good at googling,. Stop acting like interfacing with an algortihm is impressive, it's cringe to those of us who actually develop AI.

  • @findlestick

    @findlestick

    Жыл бұрын

    I thought that “Proompt engineer” had an ironic meaning - in that it mocks people who take prompt engineering too seriously.

  • @redmist4963
    @redmist4963 Жыл бұрын

    Literally got an ad voiced by Fireship just before starting the vid

  • @JBroMCMXCI
    @JBroMCMXCI Жыл бұрын

    That joke at the end was very funny lol

  • @Djellowman
    @Djellowman Жыл бұрын

    I'm wondering how exactly the models proompt themselves, and how the database helps with that.

  • @madeinshinea7371
    @madeinshinea7371 Жыл бұрын

    I'm actually curious, I just made a python app ro recognize the minst dataset in real time, How did you classify them graphically in the video? I m super down to make something kinda similar

  • @nwstephens
    @nwstephens Жыл бұрын

    I need more videos like this in my life.

  • @billywegan
    @billywegan Жыл бұрын

    I finally got it when he gave the example of the party. That made perfect sense.

  • @joytimmermans
    @joytimmermans Жыл бұрын

    One big one that wasnt mentioned was qdrant. It feels like that one is the biggest / best at time moment

  • @djyoungcut
    @djyoungcut Жыл бұрын

    i love the humor in your videos

  • @dreadnought5077
    @dreadnought5077 Жыл бұрын

    WTF, at this rate Code Report goin to be main content of this channel

  • @Cdaprod
    @Cdaprod Жыл бұрын

    I’m part of that Pinecone statistic 🙌 I had this idea long ago not that anyone would believe me lol I’m sure I wasn’t the first

  • @adiack1534
    @adiack1534 Жыл бұрын

    that joke at the end realy got me

  • @UTJK.
    @UTJK. Жыл бұрын

    Oh shit! I didn't know these kind of things existed. Five years ago I needed a database that works exactly like this, for a project ... time to revive it!

  • @IAmOxidised7525
    @IAmOxidised7525 Жыл бұрын

    Never heard of them .... Thanks for letting me know 😂🎉

  • @zippytechnologies
    @zippytechnologies Жыл бұрын

    So.. what's the best for building real world sales and work flow automation services? Quote vs general emails to respond to, customer vs Co worker vs ads, revenue generating activity automation vs collection and paper processing automation?

  • @coryarmbrecht
    @coryarmbrecht Жыл бұрын

    You had me at the end 😂

  • @DobesVandermeer
    @DobesVandermeer Жыл бұрын

    Give this guy an Emmy

  • @MarketingWithJeffCaldwell
    @MarketingWithJeffCaldwell Жыл бұрын

    This is the best explanation I have ever heard 😂😍

  • @alexkim_
    @alexkim_ Жыл бұрын

    When is your Langchain tutorial coming out? Looking forward to it.

  • @l3alamiya
    @l3alamiya Жыл бұрын

    I'm not a developer but I enjoy watching your videos

  • @mikeschmitty4438
    @mikeschmitty4438 Жыл бұрын

    0:27 the man knows his numbers, take my money and make me feel special

  • @hulamanta3002
    @hulamanta3002 Жыл бұрын

    What are the odds I get Kellogg’s vector ad before this video

  • @briangitau7737
    @briangitau7737 Жыл бұрын

    "I never thought i'd become obsolete twice in once month" . That was pure gold

  • @pguti778
    @pguti778 Жыл бұрын

    0:57 yess, I'm in the programming nerds group!!

  • @fullmetaltheorist
    @fullmetaltheorist Жыл бұрын

    "I never thought I'd be obsolete twice in one month." Tbat electrical or mechanical engineering degree is sounding real good right now.

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