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

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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
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🔗 Resources
Full Vector DB tutorial coming soon on ‪@beyondfireship‬
Rektor github.com/cod...
OpenAI Embeddings platform.opena...
Weaviate GitHub github.com/wea...
Chroma GitHub github.com/chr...
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🎨 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

Опубликовано:

29 авг 2024

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Комментарии : 999

@Fireship Год назад

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

@audread_ Год назад

Not seeing where to invest.

@skun406 Год назад

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

@prathamshenoy9840 Год назад

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

@PuntiS Год назад

I will now clone your repo

@draido-dev Год назад

i will contribute haha

@bryce.1179 Год назад

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

@LuisSierra42 Год назад

We'll all become obsolete soon as species

@pauldirc.. Год назад

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 Год назад

@@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 Год назад

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

@pauldirc.. Год назад

@@xevenxaver4759 yeah it prepare you for it

Год назад

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

@MouseGoat Год назад

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 Год назад

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

@rizrmd Год назад

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

@vincnt0169 Год назад

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 Год назад

@@MouseGoat this sounds like the ramblings of an AGI

@H-Root Год назад

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

@bigbrain8839 Год назад

Im goin to dress as kkk member that day

@veridianr2490 Год назад

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 Год назад

lmao😂

@Dr.Cosmar Год назад

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

@CarKiller92 Год назад

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

@DMitsukirules Год назад

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

@CaridorcTergilti Год назад

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

@micmacha Год назад

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

@spoonikle Год назад

@@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 Год назад

@@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 Год назад

@@micmacha It's society's time

@fungouslobster5123 Год назад

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

@bdidue6998 Год назад

😂😂😂😂

@sorvex9 Год назад

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 Год назад

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 Год назад

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 Год назад

@@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 Год назад

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 Год назад

@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 Год назад

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 Год назад

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 Год назад

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

@yerpderp6800 Год назад

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

@cyberlord64 Год назад

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 Год назад

based

@samuelschwager Год назад

accurate

@BitBlink Год назад

This checks out

@mehmetfatiherdem7074 Год назад

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

@MexxProtect Год назад

I feel called out

@shakirali3647 Год назад

"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 Год назад

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

@kamikeserpentail3778 Год назад

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

@moutaouakkilyoussef5825 Год назад

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

@ambinintsoahasina Год назад

Do you have any account recommendation on twitter?

@angeltorres7048 Год назад

What twitter accounts do you follow?

@sjacobsen Год назад

@hyper_channel Год назад

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)

@Botshxlo Год назад

“Obsolete twice in one month”😂

@JaysonBailey Год назад

That got a good hardy LOL from me.

@AlecMaly Год назад

That's some S grade script writing. 🤣

@isaac9974 Год назад

@@AlecMaly GPT4 wrote it

@hyper_channel Год назад

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

@PurpleBaldGuy Год назад

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

@overanalyzing Год назад

No like fr

@mehmetfatiherdem7074 Год назад

your career as an AI debugger started

@Darth_Bateman Год назад

REK'D. GG. EZ, SCRUB. 😆

@DemsW Год назад

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

@MrClubCrypto Год назад

😂😂😂 same

@swoopskee Год назад

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 Год назад

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

@TheBendixSA Год назад

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

@shuan944 Год назад

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

@Ricardoromero4444 Год назад

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

@TangoIndiaMike144 Год назад

well...

@electro1146 Год назад

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

@klittlet Год назад

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

@Ricardoromero4444 Год назад

God damnit I spoke too soon into the video

@EnterpriseKnight Год назад

but... it is

@rumplstiltztinkerstein Год назад

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

@Darth_Bateman Год назад

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

@antonhelsgaun Год назад

Literally chatgpt already can

@rumplstiltztinkerstein Год назад

@@antonhelsgaun kinda

@lmaoded7505 Год назад

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 Год назад

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

@beinyourguard Год назад

these code reports are blazingly amazing

@theMonkeyMonkey Год назад

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

@JustBCWi Год назад

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 Год назад

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 Год назад

Just like in "Dune"

@BondJFK Год назад

Just put a Pee in the middle of AI

@micmacha Год назад

Update your CVs, people.

@lookupverazhou8599 Год назад

Yss.

@nk4j272 Год назад

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

@code-master Год назад

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

@bsw4245 Год назад

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

@mcombatti Год назад

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

@fullmetaltheorist Год назад

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

@itskittyme Год назад

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

@robinspanier7017 Год назад

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

@YuriG03042 Год назад

and you should! because you are!

@guhkunpatata3150 11 месяцев назад

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

@rproctor83 Год назад

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 Год назад

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

@darklightprojector2688 Год назад

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 Год назад

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

@bestname6669 Год назад

@@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 Год назад

@@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.

@veni_vidi_victorian Год назад

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 Год назад

What do you mean?

@darklightprojector2688 Год назад

@@fdc184 sarcasm

@hyper_channel Год назад

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

@user-qw1rx1dq6n Год назад

@@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 Год назад

@@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.

@MikeTrif Год назад

“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 Год назад

Mine's also pre idea.

@incremental_failure Год назад

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

@Steelrat1994 Год назад

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 Год назад

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 Год назад

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

@ExcelTutorials1 Год назад

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

@nopalfi1409 Год назад

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

@CodingPuff Год назад

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

@oOosupernicoOo Год назад

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

@l.halawani Год назад

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

@deriegle Год назад

420 million? Best I can do is $69 billion

@LeeGee Год назад

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.

@XEQUTE Год назад

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

@johanlarsson9805 Год назад

Dat ending! So honest, I feel your pain

@seanw6323 Год назад

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

@fareselaouani8445 5 месяцев назад

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

@codesafariDev Год назад

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 Год назад

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.. Год назад

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 Год назад

@@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 Год назад

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

@haraldtopfer5732 Год назад

@@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.

@billywegan Год назад

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

@quantum_ocean Год назад

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 11 месяцев назад

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?")

@NicolasSilvaVasault Год назад

god damn it, things are going stupidly fast, and i just barely scratched the surface of vite, svelte, stable diffusion and now i have to get into vector databases? holy shit

@YuriG03042 Год назад

if you keep chasing every new trend, you are never going to get good at anything

@NicolasSilvaVasault Год назад

@@YuriG03042 well i'm a mobile developer, and since mobile development hasn't evolved that much in the past 5 years, i just got into chasing every new trend, specially js frameworks, but you're right

@ccedev Год назад

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 Год назад

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

@the0s666 Год назад

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

@marceloperez2644 Год назад

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

@XEQUTE Год назад

commenting for notifications

@jonnyowusu8760 Год назад

Like the answer to this as well

@asdfasdfasdf1218 Год назад

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 Год назад

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

@sarthakhaldar9107 9 месяцев назад

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

@compilererror Год назад

They are basically arrays on DMT

@whatsanimesh Год назад

this is how im gonna be remembering vectors from now on

@compilererror Год назад

@@whatsanimesh lol -- 🤣😂fireship approved!

@aliandead Год назад

0:03 Arpil.. Yes.

@alextasarov1341 Год назад

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 Год назад

pretty sure it's just a joke

@tower5499 Год назад

It's a joke on the coomer wojack stereotype

@YuriG03042 Год назад

it has been pronounced as proompt for a few weeks now

@DaveTheChronicler Год назад

Literally was trying to figure this put last night TY

@gololo3178 Год назад

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

@pauldirc.. Год назад

@diasgab Год назад

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

@veridianr2490 Год назад

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

@JBroMCMXCI Год назад

That joke at the end was very funny lol

@schwitz Год назад

This guy never disappoints

@pguti778 Год назад

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

@dangallagher6176 Год назад

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

@sorvex9 Год назад

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

@dangallagher6176 Год назад

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

@mrgalaxy396 Год назад

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.

@anch95 9 месяцев назад

Wtf! I'm literally doing an assignment that needs me to use an embedding for generating a word vocabulary. And this is the video I get recommended.

@anon_y_mousse Год назад

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

@sorvex9 Год назад

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 Год назад

Anything is vector if you vectorize them hard enough.

@Darth_Bateman Год назад

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

@DarrenJohn10X Год назад

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

@antonhelsgaun Год назад

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

@elhaambasheerch7058 Год назад

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.

@furkantekinay1814 Год назад

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

@thatsalot3577 Год назад

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

@electron6825 Год назад

@@thatsalot3577 fingers crossed (for skynet)

@eaudesolero5631 Год назад

@@thatsalot3577 thats next year

@MathidiotPlays Год назад

I'd like to donate to your great vector database program. My credentials are 1234 - something else I forgot. and the CVC is the color sky-blue. The expiration date is -5. I hope you will find this donation helpful to the future of this amazing project!

@josephsantos1783 Год назад

I came as fast as I can

@pepperpeterpiperpickled9805 Год назад

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

@josephsantos1783 Год назад

@@pepperpeterpiperpickled9805 Hahahaha I wasn't expecting this XD

@theupsider Год назад

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.

@micmacha Год назад

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 Год назад

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 Год назад

@@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 Год назад

@@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 Год назад

@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 Год назад

@@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.

@Hummr01 Год назад

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

@MOGE_ Год назад

"I never thought I had become obsolete twice in one month" That line had me creasing istg🤣🤣🤣

@dr_ander Год назад

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 Год назад

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 Год назад

@@theseangle thats why god invented cables

@theseangle Год назад

@@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 Год назад

@@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 Год назад

@@DemsW I'm kidding bru

@yotubecreators47 Год назад

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

@sorvex9 Год назад

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 Год назад

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

@iwolfman37 Год назад

It's ever more important that people learn how to code. We have to understand the systems at play so that we can understand how not to be controlled by those systems

@wasd____ Год назад

The REAL problem is, how are you going to keep normal people from being controlled by AI systems when they don't even realize that AI is very soon going to be writing basically all the social media posts and propagandizing relentlessly on behalf of the rich and the political powers-that-be, and that AI is soon going to be more convincing than any human propaganda writer could ever hope to be? I feel like we're living in the last days of democracy and there's almost no chance to turn around.

@bharghavak Год назад

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

@tunginhquang2192 2 месяца назад

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

@DadJokeCinema Год назад

Chroma up to 3.9k starts LETS GO HUGE SUCCESS!

@l3alamiya Год назад

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

@MrGarg10may Год назад

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

@aaronevans6442 Год назад

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.

@undivided_unified Год назад

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

@AshishDha Год назад

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

@spongechameleon6940 Год назад

fireship has been crushing the past month

@nwstephens Год назад

I need more videos like this in my life.

@dreadnought5077 Год назад

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

@redmist4963 Год назад

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

@hulamanta3002 Год назад

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

@batteryfarmfilms Год назад

The party metaphor was truly a thing of beauty

@DarrenJohn10X Год назад

Perfect. Clear homage to The Hitchhiker's Guide To The Galaxy, but still perfect.

@adiack1534 Год назад

that joke at the end realy got me

@AllanPichardo Год назад

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.

@joytimmermans Год назад

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

@LiebsterFeind 2 месяца назад

I told people a long time ago, right during the "prompt engineer course" boom that was all over Twitter, that prompt engineering would be the first "add-on" career to be automated out of existence. It wasn't well received, andthat is ironic. Because anyone who says they know how LLM's work and then tells you to buy their "prompt engineer" course and assures you that that it's an evergreen career, either doesn't know how LLM's work so they shouldn't be selling a course, or they're trying to make money on selling shovels in the AI gold rush quick before the rubes get wise.

@djyoungcut Год назад

i love the humor in your videos

@UTJK. Год назад

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!

@supercellodude Год назад

Mathematically, a vector is merely a element of some vector space. Vector Spaces are defined in relation of a field (usually the real numbers or complex numbers) to then have a set of elements with an additive group structure and an operation for scaling by a member of the associated field. For example, one can define the set of 3x3 real matrices as a vector space, so each matrix is itself a vector (I know that's somewhat confusing). Going higher, tensors (where "regular" vectors are 1-tensors and "regular" matrices are 2-tensors) also exist as members of vector spaces.