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

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  • Опубліковано 6 кві 2023
  • 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
    💬 Chat with Me on Discord
    / discord
    🔗 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
    🔥 Get More Content - Upgrade to PRO
    Upgrade at fireship.io/pro
    Use code YT25 for 25% off PRO access
    🎨 My Editor Settings
    - Atom One Dark
    - 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
  • Наука та технологія

КОМЕНТАРІ • 999

  • @Fireship
    @Fireship  Рік тому +804

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

    • @audread_
      @audread_ Рік тому +19

      Not seeing where to invest.

    • @skun406
      @skun406 Рік тому +73

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

    • @prathamshenoy9840
      @prathamshenoy9840 Рік тому +14

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

    • @PuntiS
      @PuntiS Рік тому +32

      I will now clone your repo

    • @draido-dev
      @draido-dev Рік тому +4

      i will contribute haha

  • @bryce.1179
    @bryce.1179 Рік тому +2004

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

    • @LuisSierra42
      @LuisSierra42 Рік тому

      We'll all become obsolete soon as species

    • @pauldirc..
      @pauldirc.. Рік тому +104

      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 Рік тому

      @@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 Рік тому +148

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

    • @pauldirc..
      @pauldirc.. Рік тому +75

      @@xevenxaver4759 yeah it prepare you for it

  • @DMitsukirules
    @DMitsukirules Рік тому +1946

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

    • @CaridorcTergilti
      @CaridorcTergilti Рік тому +233

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

    • @micmacha
      @micmacha Рік тому +205

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

    • @spoonikle
      @spoonikle Рік тому +258

      @@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 Рік тому +24

      @@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 Рік тому +13

      @@micmacha It's society's time

  •  Рік тому +2713

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

    • @MouseGoat
      @MouseGoat Рік тому +126

      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 Рік тому +29

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

    • @rizrmd
      @rizrmd Рік тому +19

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

    • @vincnt0169
      @vincnt0169 Рік тому +92

      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 Рік тому +30

      @@MouseGoat this sounds like the ramblings of an AGI

  • @H-Root
    @H-Root Рік тому +799

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

    • @bigbrain8839
      @bigbrain8839 Рік тому

      Im goin to dress as kkk member that day

    • @veridianr2490
      @veridianr2490 Рік тому +51

      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 Рік тому +7

      lmao😂

    • @Dr.Cosmar
      @Dr.Cosmar Рік тому +7

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

    • @CarKiller92
      @CarKiller92 Рік тому +2

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

  • @fungouslobster5123
    @fungouslobster5123 Рік тому +1411

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

    • @bdidue6998
      @bdidue6998 Рік тому +10

      😂😂😂😂

    • @sorvex9
      @sorvex9 Рік тому +182

      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 Рік тому +141

      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 Рік тому +41

      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 Рік тому +53

      @@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.

  • @vincepale
    @vincepale Рік тому +686

    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 Рік тому +2

      @@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 Рік тому

      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.

    • @Ramonpotts
      @Ramonpotts Рік тому

      I read about Barnard Wong CRYPTO too on the internet. That was how I connected with him. Good is got people’s back too

    • @johnnesbitt8845
      @johnnesbitt8845 Рік тому

      Thank you bro👍✌️

    • @scottyrohowetz8024
      @scottyrohowetz8024 Рік тому

      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.

  • @cyberlord64
    @cyberlord64 Рік тому +455

    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!

  • @Botshxlo
    @Botshxlo Рік тому +134

    “Obsolete twice in one month”😂

    • @JaysonBailey
      @JaysonBailey Рік тому +6

      That got a good hardy LOL from me.

    • @AlecMaly
      @AlecMaly Рік тому +8

      That's some S grade script writing. 🤣

    • @isaac9974
      @isaac9974 Рік тому +1

      @@AlecMaly GPT4 wrote it

    • @hyper_channel
      @hyper_channel Рік тому +1

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

  • @shakirali3647
    @shakirali3647 Рік тому +106

    "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 Рік тому +1

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

    • @kamikeserpentail3778
      @kamikeserpentail3778 Рік тому

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

  • @PurpleBaldGuy
    @PurpleBaldGuy Рік тому +109

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

    • @overanalyzing
      @overanalyzing Рік тому +4

      No like fr

    • @mehmetfatiherdem7074
      @mehmetfatiherdem7074 Рік тому +9

      your career as an AI debugger started

    • @Darth_Bateman
      @Darth_Bateman Рік тому

      REK'D. GG. EZ, SCRUB. 😆

    • @DemsW
      @DemsW Рік тому +15

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

    • @MrClubCrypto
      @MrClubCrypto Рік тому

      😂😂😂 same

  • @moutaouakkilyoussef5825
    @moutaouakkilyoussef5825 Рік тому +94

    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 Рік тому +13

      Do you have any account recommendation on twitter?

    • @angeltorres7048
      @angeltorres7048 Рік тому +1

      What twitter accounts do you follow?

    • @sjacobsen
      @sjacobsen Рік тому

      .

    • @hyper_channel
      @hyper_channel Рік тому

      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 Рік тому +12

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

  • @swoopskee
    @swoopskee Рік тому +13

    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 Рік тому +2

      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 Рік тому +115

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

    • @Darth_Bateman
      @Darth_Bateman Рік тому +3

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

    • @antonhelsgaun
      @antonhelsgaun Рік тому +1

      Literally chatgpt already can

    • @rumplstiltztinkerstein
      @rumplstiltztinkerstein Рік тому

      @@antonhelsgaun kinda

    • @lmaoded7505
      @lmaoded7505 Рік тому +2

      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 Рік тому

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

  • @ExcelTutorials1
    @ExcelTutorials1 Рік тому

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

  • @shuan944
    @shuan944 Рік тому +55

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

  • @Ricardoromero4444
    @Ricardoromero4444 Рік тому +169

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

  • @l.halawani
    @l.halawani Рік тому

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

  • @diasgab
    @diasgab Рік тому

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

  • @beinyourguard
    @beinyourguard Рік тому +15

    these code reports are blazingly amazing

  • @theMonkeyMonkey
    @theMonkeyMonkey Рік тому +8

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

  • @mcombatti
    @mcombatti Рік тому +2

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

  • @LeeGee
    @LeeGee Рік тому

    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.

  • @JustBCWi
    @JustBCWi Рік тому +54

    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 Рік тому +19

      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 Рік тому +2

      Just like in "Dune"

    • @ElonHusky
      @ElonHusky Рік тому

      Just put a Pee in the middle of AI

    • @micmacha
      @micmacha Рік тому +1

      Update your CVs, people.

    • @lookupverazhou8599
      @lookupverazhou8599 Рік тому

      Yss.

  • @nopalfi1409
    @nopalfi1409 Рік тому +6

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

  • @DaveTheChronicler
    @DaveTheChronicler Рік тому

    Literally was trying to figure this put last night TY

  • @MikeTrif
    @MikeTrif Рік тому +56

    “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 Рік тому +13

      Mine's also pre idea.

    • @incremental_failure
      @incremental_failure Рік тому +1

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

    • @Steelrat1994
      @Steelrat1994 Рік тому

      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 Рік тому +2

      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 Рік тому +4

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

  • @code-master
    @code-master Рік тому +50

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

    • @bsw4245
      @bsw4245 Рік тому +1

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

  • @the0s666
    @the0s666 Рік тому

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

  • @tunginhquang2192
    @tunginhquang2192 4 дні тому

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

  • @veni_vidi_victorian
    @veni_vidi_victorian Рік тому +61

    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 Рік тому +2

      What do you mean?

    • @darklightprojector2688
      @darklightprojector2688 Рік тому +4

      @@fdc184 sarcasm

    • @hyper_channel
      @hyper_channel Рік тому

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

    • @user-qw1rx1dq6n
      @user-qw1rx1dq6n Рік тому +1

      @@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 Рік тому

      @@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.

  • @nk4j272
    @nk4j272 Рік тому +4

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

  • @sarthakhaldar9107
    @sarthakhaldar9107 6 місяців тому

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

  • @Hummr01
    @Hummr01 Рік тому +2

    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

  • @itskittyme
    @itskittyme Рік тому +12

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

    • @robinspanier7017
      @robinspanier7017 Рік тому

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

    • @YuriG03042
      @YuriG03042 Рік тому +2

      and you should! because you are!

  • @rproctor83
    @rproctor83 Рік тому +8

    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 Рік тому

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

    • @darklightprojector2688
      @darklightprojector2688 Рік тому +10

      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 Рік тому +2

      @@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 Рік тому

      ​​​@@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 Рік тому

      @@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.

  • @elhaambasheerch7058
    @elhaambasheerch7058 Рік тому

    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.

  • @thecryptobeard
    @thecryptobeard Рік тому

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

  • @ccedev
    @ccedev Рік тому +4

    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 Рік тому

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

  • @oOosupernicoOo
    @oOosupernicoOo Рік тому +14

    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

  • @guhkunpatata3150
    @guhkunpatata3150 8 місяців тому +1

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

  • @AllanPichardo
    @AllanPichardo Рік тому

    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.

  • @seanw6323
    @seanw6323 Рік тому +11

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

  • @XEQUTE
    @XEQUTE Рік тому +9

    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

  • @theupsider
    @theupsider Рік тому +1

    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.

  • @goiterlanternbase
    @goiterlanternbase Рік тому

    Nice. You guys are onto the right path😁

  • @codesafariDev
    @codesafariDev Рік тому +99

    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 Рік тому

      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.. Рік тому +9

      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 Рік тому +11

      @@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 Рік тому

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

    • @haraldtopfer5732
      @haraldtopfer5732 Рік тому +3

      @@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.

  • @deriegle
    @deriegle Рік тому +7

    420 million? Best I can do is $69 billion

  • @fareselaouani8445
    @fareselaouani8445 2 місяці тому

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

  • @johanlarsson9805
    @johanlarsson9805 Рік тому +1

    Dat ending! So honest, I feel your pain

  • @marceloperez2644
    @marceloperez2644 Рік тому +3

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

    • @XEQUTE
      @XEQUTE Рік тому

      commenting for notifications

    • @jonnyowusu8760
      @jonnyowusu8760 Рік тому

      Like the answer to this as well

    • @asdfasdfasdf1218
      @asdfasdfasdf1218 Рік тому +1

      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 Рік тому

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

  • @compilererror
    @compilererror Рік тому +3

    They are basically arrays on DMT

    • @whatsanimesh
      @whatsanimesh Рік тому +1

      this is how im gonna be remembering vectors from now on

    • @compilererror
      @compilererror Рік тому

      @@whatsanimesh lol -- 🤣😂fireship approved!

  • @berengamble1882
    @berengamble1882 Рік тому

    I love your videos, man. So good.

  • @bingolio
    @bingolio Рік тому

    Thanks :succint and the point, subscribing!

  • @schwitz
    @schwitz Рік тому +4

    This guy never disappoints

  • @veridianr2490
    @veridianr2490 Рік тому +3

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

  • @JBroMCMXCI
    @JBroMCMXCI Рік тому +1

    That joke at the end was very funny lol

  • @MrGarg10may
    @MrGarg10may 11 місяців тому

    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

  • @alextasarov1341
    @alextasarov1341 Рік тому +7

    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 Рік тому +7

      pretty sure it's just a joke

    • @tower5499
      @tower5499 Рік тому +12

      It's a joke on the coomer wojack stereotype

    • @YuriG03042
      @YuriG03042 Рік тому +1

      it has been pronounced as proompt for a few weeks now

  • @josephsantos1783
    @josephsantos1783 Рік тому +3

    I came as fast as I can

  • @connorshorten6311
    @connorshorten6311 Рік тому

    Haha, cool to see this! Love this channel!

  • @CodingPuff
    @CodingPuff Рік тому +2

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

  • @dangallagher6176
    @dangallagher6176 Рік тому +3

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

    • @sorvex9
      @sorvex9 Рік тому +2

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

    • @dangallagher6176
      @dangallagher6176 Рік тому +3

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

    • @mrgalaxy396
      @mrgalaxy396 Рік тому

      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.

  • @gololo3178
    @gololo3178 Рік тому +3

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

    • @pauldirc..
      @pauldirc.. Рік тому

      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 Рік тому

    Straight to the point, love it

  • @AshishDha
    @AshishDha 11 місяців тому

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

  • @anon_y_mousse
    @anon_y_mousse Рік тому +28

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

    • @sorvex9
      @sorvex9 Рік тому +9

      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 Рік тому +18

      Anything is vector if you vectorize them hard enough.

    • @Darth_Bateman
      @Darth_Bateman Рік тому +2

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

    • @DarrenJohn10X
      @DarrenJohn10X Рік тому +1

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

    • @antonhelsgaun
      @antonhelsgaun Рік тому +7

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

  • @furkantekinay1814
    @furkantekinay1814 Рік тому +3

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

    • @thatsalot3577
      @thatsalot3577 Рік тому +2

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

    • @electron6825
      @electron6825 Рік тому

      @@thatsalot3577 fingers crossed
      (for skynet)

    • @eaudesolero5631
      @eaudesolero5631 Рік тому

      @@thatsalot3577 thats next year

  • @mhc4124
    @mhc4124 Рік тому

    This proves why your channel is the best

  • @billywegan
    @billywegan Рік тому

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

  • @micmacha
    @micmacha Рік тому +3

    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 Рік тому +1

      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 Рік тому

      @@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 Рік тому

      @@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 Рік тому

      @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 Рік тому

      ​@@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.

  • @quantum_ocean
    @quantum_ocean Рік тому +3

    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 8 місяців тому +1

      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?")

  • @pguti778
    @pguti778 Рік тому

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

  • @aaronevans6442
    @aaronevans6442 Рік тому

    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.

  • @dr_ander
    @dr_ander Рік тому +11

    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 Рік тому

      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 Рік тому +2

      @@theseangle thats why god invented cables

    • @theseangle
      @theseangle Рік тому

      @@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 Рік тому

      @@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 Рік тому

      @@DemsW I'm kidding bru

  • @sorvex9
    @sorvex9 Рік тому +3

    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 Рік тому +1

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

  • @djyoungcut
    @djyoungcut Рік тому

    i love the humor in your videos

  • @nwstephens
    @nwstephens Рік тому

    I need more videos like this in my life.

  • @MarketingWithJeffCaldwell
    @MarketingWithJeffCaldwell Рік тому

    This is the best explanation I have ever heard 😂😍

  • @redmist4963
    @redmist4963 Рік тому

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

  • @spongechameleon6940
    @spongechameleon6940 Рік тому

    fireship has been crushing the past month

  • @madeinshinea7371
    @madeinshinea7371 Рік тому +1

    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

  • @adiack1534
    @adiack1534 Рік тому

    that joke at the end realy got me

  • @keanucoetzee8627
    @keanucoetzee8627 Рік тому

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

  • @yotubecreators47
    @yotubecreators47 Рік тому

    @2:36 the main reason I was looking for thank you

  • @Djellowman
    @Djellowman Рік тому +1

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

  • @l3alamiya
    @l3alamiya Рік тому +1

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

  • @IAmOxidised7525
    @IAmOxidised7525 Рік тому +2

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

  • @mikeschmitty4438
    @mikeschmitty4438 Рік тому

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

  • @HACStudios
    @HACStudios Рік тому +1

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

  • @coryarmbrecht
    @coryarmbrecht Рік тому

    You had me at the end 😂

  • @DobesVandermeer
    @DobesVandermeer Рік тому +1

    Give this guy an Emmy

  • @joytimmermans
    @joytimmermans Рік тому +1

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

  • @UTJK.
    @UTJK. Рік тому

    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!

  • @hulamanta3002
    @hulamanta3002 Рік тому

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

  • @bharghavak
    @bharghavak 11 місяців тому

    I have very rarely ever thought of myself as someone's fan. I am yours.

  • @dreadnought5077
    @dreadnought5077 Рік тому

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

  • @Cdaprod
    @Cdaprod Рік тому

    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

  • @baschoen23
    @baschoen23 3 місяці тому

    How did you model all that shade in the vector database? Very nifty.