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

Рет қаралды 947,026

Жыл бұрын

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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🔖 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: 1 000

@Fireship Жыл бұрын

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

@audread_ Жыл бұрын

Not seeing where to invest.

@skun406 Жыл бұрын

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

@prathamshenoy9840 Жыл бұрын

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

@PuntiS Жыл бұрын

I will now clone your repo

@draido-dev Жыл бұрын

i will contribute haha

@bryce.1179 Жыл бұрын

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

@LuisSierra42 Жыл бұрын

We'll all become obsolete soon as species

@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 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 Жыл бұрын

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

@pauldirc.. Жыл бұрын

@@xevenxaver4759 yeah it prepare you for it

@DMitsukirules Жыл бұрын

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

@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 Жыл бұрын

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

@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 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 Жыл бұрын

@@micmacha It's society's time

Жыл бұрын

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

@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 Жыл бұрын

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

@rizrmd Жыл бұрын

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

@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 Жыл бұрын

@@MouseGoat this sounds like the ramblings of an AGI

@H-Root Жыл бұрын

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

@bigbrain8839 Жыл бұрын

Im goin to dress as kkk member that day

@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 Жыл бұрын

lmao😂

@Dr.Cosmar Жыл бұрын

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

@CarKiller92 Жыл бұрын

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

@fungouslobster5123 Жыл бұрын

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

@bdidue6998 Жыл бұрын

😂😂😂😂

@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 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 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 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.

@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 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 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.

@Ramonpotts Жыл бұрын

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 Жыл бұрын

Thank you bro👍✌️

@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.

@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 Жыл бұрын

based

@samuelschwager Жыл бұрын

accurate

@BitBlink Жыл бұрын

This checks out

@mehmetfatiherdem7074 Жыл бұрын

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

@MexxProtect Жыл бұрын

I feel called out

@Botshxlo Жыл бұрын

“Obsolete twice in one month”😂

@JaysonBailey Жыл бұрын

That got a good hardy LOL from me.

@AlecMaly Жыл бұрын

That's some S grade script writing. 🤣

@isaac9974 Жыл бұрын

@@AlecMaly GPT4 wrote it

@hyper_channel Жыл бұрын

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

@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 Жыл бұрын

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

@kamikeserpentail3778 Жыл бұрын

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

@PurpleBaldGuy Жыл бұрын

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

@overanalyzing Жыл бұрын

No like fr

@mehmetfatiherdem7074 Жыл бұрын

your career as an AI debugger started

@Darth_Bateman Жыл бұрын

REK'D. GG. EZ, SCRUB. 😆

@DemsW Жыл бұрын

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

@MrClubCrypto Жыл бұрын

😂😂😂 same

@TheBendixSA Жыл бұрын

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

@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 Жыл бұрын

Do you have any account recommendation on twitter?

@angeltorres7048 Жыл бұрын

What twitter accounts do you follow?

@sjacobsen Жыл бұрын

@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)

@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 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.

@shuan944 Жыл бұрын

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

@Ricardoromero4444 Жыл бұрын

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

@TangoIndiaMike144 Жыл бұрын

well...

@electro1146 Жыл бұрын

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

@klittlet Жыл бұрын

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

@Ricardoromero4444 Жыл бұрын

God damnit I spoke too soon into the video

@EnterpriseKnight Жыл бұрын

but... it is

@rumplstiltztinkerstein Жыл бұрын

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

@Darth_Bateman Жыл бұрын

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

@antonhelsgaun Жыл бұрын

Literally chatgpt already can

@rumplstiltztinkerstein Жыл бұрын

@@antonhelsgaun kinda

@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 Жыл бұрын

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

@theMonkeyMonkey Жыл бұрын

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

@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.

@ExcelTutorials1 Жыл бұрын

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

@beinyourguard Жыл бұрын

these code reports are blazingly amazing

@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 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 Жыл бұрын

Just like in "Dune"

@ElonHusky Жыл бұрын

Just put a Pee in the middle of AI

@micmacha Жыл бұрын

Update your CVs, people.

@lookupverazhou8599 Жыл бұрын

Yss.

@diasgab Жыл бұрын

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

@l.halawani Жыл бұрын

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

@nopalfi1409 Жыл бұрын

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

@nk4j272 Жыл бұрын

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

@DaveTheChronicler Жыл бұрын

Literally was trying to figure this put last night TY

@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 😊

@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 Жыл бұрын

Mine's also pre idea.

@incremental_failure Жыл бұрын

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

@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 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 Жыл бұрын

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

@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 Жыл бұрын

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

@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 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 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 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.

@the0s666 Жыл бұрын

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

@CodingPuff Жыл бұрын

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

@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 Жыл бұрын

What do you mean?

@darklightprojector2688 Жыл бұрын

@@fdc184 sarcasm

@hyper_channel Жыл бұрын

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

@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 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.

@code-master Жыл бұрын

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

@bsw4245 Жыл бұрын

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

@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.

@seanw6323 Жыл бұрын

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

@itskittyme Жыл бұрын

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

@robinspanier7017 Жыл бұрын

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

@YuriG03042 Жыл бұрын

and you should! because you are!

@fareselaouani8445 3 ай бұрын

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

@johanlarsson9805 Жыл бұрын

Dat ending! So honest, I feel your pain

@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 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 Жыл бұрын

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

@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

@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.

@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

@deriegle Жыл бұрын

420 million? Best I can do is $69 billion

@sarthakhaldar9107 6 ай бұрын

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

@guhkunpatata3150 9 ай бұрын

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

@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 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.. 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 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 Жыл бұрын

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

@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.

@marceloperez2644 Жыл бұрын

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

@XEQUTE Жыл бұрын

commenting for notifications

@jonnyowusu8760 Жыл бұрын

Like the answer to this as well

@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 Жыл бұрын

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

@tunginhquang2192 14 күн бұрын

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

@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.

@compilererror Жыл бұрын

They are basically arrays on DMT

@whatsanimesh Жыл бұрын

this is how im gonna be remembering vectors from now on

@compilererror Жыл бұрын

@@whatsanimesh lol -- 🤣😂fireship approved!

@veridianr2490 Жыл бұрын

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

@JBroMCMXCI Жыл бұрын

That joke at the end was very funny lol

@goiterlanternbase Жыл бұрын

Nice. You guys are onto the right path😁

@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 Жыл бұрын

pretty sure it's just a joke

@tower5499 Жыл бұрын

It's a joke on the coomer wojack stereotype

@YuriG03042 Жыл бұрын

it has been pronounced as proompt for a few weeks now

@schwitz Жыл бұрын

This guy never disappoints

@ginogarcia8730 Жыл бұрын

Straight to the point, love it

@adiack1534 Жыл бұрын

that joke at the end realy got me

@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 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 Жыл бұрын

Anything is vector if you vectorize them hard enough.

@Darth_Bateman Жыл бұрын

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

@DarrenJohn10X Жыл бұрын

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

@antonhelsgaun Жыл бұрын

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

@gololo3178 Жыл бұрын

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

@pauldirc.. Жыл бұрын

@nwstephens Жыл бұрын

I need more videos like this in my life.

@billywegan Жыл бұрын

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

@josephsantos1783 Жыл бұрын

I came as fast as I can

@pepperpeterpiperpickled9805 Жыл бұрын

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

@josephsantos1783 Жыл бұрын

@@pepperpeterpiperpickled9805 Hahahaha I wasn't expecting this XD

@furkantekinay1814 Жыл бұрын

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

@thatsalot3577 Жыл бұрын

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

@electron6825 Жыл бұрын

@@thatsalot3577 fingers crossed (for skynet)

@eaudesolero5631 Жыл бұрын

@@thatsalot3577 thats next year

@connorshorten6311 Жыл бұрын

Haha, cool to see this! Love this channel!

@redmist4963 Жыл бұрын

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

@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 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?")

@dangallagher6176 Жыл бұрын

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

@sorvex9 Жыл бұрын

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

@dangallagher6176 Жыл бұрын

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

@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.

@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

@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.

@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 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 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 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 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 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 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 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 Жыл бұрын

@@theseangle thats why god invented cables

@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 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 Жыл бұрын

@@DemsW I'm kidding bru

@djyoungcut Жыл бұрын

i love the humor in your videos

@bingolio Жыл бұрын

Thanks :succint and the point, subscribing!

@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 Жыл бұрын

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

@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

@coryarmbrecht Жыл бұрын

You had me at the end 😂

@DobesVandermeer Жыл бұрын

Give this guy an Emmy

@mhc4124 Жыл бұрын

This proves why your channel is the best

@AshishDha 11 ай бұрын

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

@pguti778 Жыл бұрын

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

@dreadnought5077 Жыл бұрын

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

@keanucoetzee8627 Жыл бұрын

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

@Djellowman Жыл бұрын

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

@berengamble1882 Жыл бұрын

I love your videos, man. So good.

@briangitau7737 Жыл бұрын

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

@bharghavak 11 ай бұрын

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

@thecryptobeard Жыл бұрын

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

@hulamanta3002 Жыл бұрын

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

@IAmOxidised7525 Жыл бұрын

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

@mikeschmitty4438 Жыл бұрын

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

@spongechameleon6940 Жыл бұрын

fireship has been crushing the past month

@yazeedabdullah2098 Жыл бұрын

Good report G

@batteryfarmfilms Жыл бұрын

The party metaphor was truly a thing of beauty

@DarrenJohn10X Жыл бұрын

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

@himbary Жыл бұрын

I was just reading the rust documentation on vectors when the notification popped up..

@Technique1995 Жыл бұрын

This is breath of fresh air that someone is paved something new in this AI driven market.

@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!