Build a Large Language Model AI Chatbot using Retrieval Augmented Generation

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Programming nerd Nicholas Renotte explains in 3 minutes how to build a chat app using a large language model. He nets out how retrieval augmented generation builds on LLMs, then shows how custom data, like a PDF, can be loaded and used for more meaningful, insightful chat responses.
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Пікірлер: 79

  • @ekrem8847
    @ekrem88475 ай бұрын

    I had to check if I left playback as 2x

  • @JammerMate

    @JammerMate

    3 ай бұрын

    Me too, XD

  • @zonuphaon

    @zonuphaon

    Ай бұрын

    I usually watch at 1.5-2x and had that on, so needless to say my mental bandwidth did not suffice

  • @rijumonechoudhuri981

    @rijumonechoudhuri981

    Ай бұрын

    Same.

  • @Bhavana-022

    @Bhavana-022

    13 күн бұрын

    @@rijumonechoudhuri981 hey i have a doubt how to use watsonxlangchain

  • @leonardputtmann8404
    @leonardputtmann84047 ай бұрын

    I'm a simple man: I see Nicholas, I press like.

  • @NicholasRenotte

    @NicholasRenotte

    7 ай бұрын

    🙏🏽

  • @henrik908

    @henrik908

    3 ай бұрын

    This guy is Indian?

  • @Ranshin077

    @Ranshin077

    16 күн бұрын

    Just saw this video and was like Nicholas is making videos for IBM?!?! Gotta watch!

  • @Bhavana-022

    @Bhavana-022

    13 күн бұрын

    @@Ranshin077 how to bring the watsonxlangchain interface ? need help

  • @trolleyproblem4318
    @trolleyproblem43183 ай бұрын

    Simple and only what we need. No long stories. Pure information.

  • @molinodeviento8598
    @molinodeviento85984 ай бұрын

    Wow! You have been able to convey so much information in a 3 min video which would have taken me and hr to read it from some internet articles.

  • @zalibecquerel3463
    @zalibecquerel3463Ай бұрын

    This is one of the very few channels I never increase the playback speed for. Excellent fast pace.

  • @moeeljawad5361

    @moeeljawad5361

    Ай бұрын

    did you try to run the code yourself, and make it run? I am good with the pace as long as i can apply it (which is not my case). My first issue is the line 10 problem that has been reported in my comments below, and still remain a secret.

  • @user-im6ub3sf6m
    @user-im6ub3sf6m4 ай бұрын

    Great explanation with an example. Thank you

  • @luisrodriguesphd
    @luisrodriguesphd7 ай бұрын

    Can you please share the shown code?

  • @umeshprajapati7149
    @umeshprajapati71497 ай бұрын

    Directly coming to point loved it ❤

  • @NicholasRenotte

    @NicholasRenotte

    5 ай бұрын

    Thanks so much Umesh!

  • @zdrive8692
    @zdrive86922 ай бұрын

    github repo link?

  • @exammaterial7511
    @exammaterial75117 ай бұрын

    I really love the sound effects and teaching method😂😂😂😂😂.

  • @NicholasRenotte

    @NicholasRenotte

    5 ай бұрын

    😅 editing takes forever

  • @adrianfiedler3520
    @adrianfiedler35207 ай бұрын

    That moment when your 2 most watched AI channels do a crossover

  • @NicholasRenotte

    @NicholasRenotte

    5 ай бұрын

    Ayyy, it's been a long time coming Adrian 🙌🏽

  • @fallinginthed33p
    @fallinginthed33p7 ай бұрын

    AI speedrun, I love this 😁

  • @NicholasRenotte

    @NicholasRenotte

    5 ай бұрын

    LOL, oh I love that title; new KZread segment!!

  • @ArunKumarP-tp2vl
    @ArunKumarP-tp2vl7 ай бұрын

    Simple and powerful ❤

  • @NicholasRenotte

    @NicholasRenotte

    5 ай бұрын

    🙏🏽

  • @BCCBiz-dc5tg
    @BCCBiz-dc5tg6 ай бұрын

    Amazing!

  • @ElaraArale
    @ElaraArale7 ай бұрын

    thank you

  • @Seaileanu
    @Seaileanu5 ай бұрын

    Can you show us how to have two different LLMs debate each other?

  • @shubhamshukla1506
    @shubhamshukla15063 ай бұрын

    one of the those videos where i appreciate having 0.75x playback speed :D

  • @LabEveryday
    @LabEveryday7 ай бұрын

    Crushed it!

  • @amitgoyal5729
    @amitgoyal57292 ай бұрын

    Hi Nick when I am trying to your notebook then I am getting below issue No module watsonxlangchain found. Which module I should import to get rid of this issue ?

  • @SamiSabirIdrissi
    @SamiSabirIdrissi7 ай бұрын

    That was wild

  • @KeneDigital
    @KeneDigital7 ай бұрын

    Bro you were super fast. Please do you have any complete easy step by step guide. Please I will appreciate.

  • @FabrizioBianchi
    @FabrizioBianchi7 ай бұрын

    It would be good to get an idea of the costs associated.

  • @abhilashdasghy9736

    @abhilashdasghy9736

    2 ай бұрын

    use a free model and it's free :D

  • @Thirumalesh100
    @Thirumalesh1004 ай бұрын

    How do we resolve questions based on previous chat history , short cuts like he/she/it/that etc . As if we do direct query to vector store with such questions may not result relevant content

  • @hsed10
    @hsed106 ай бұрын

    Nick Great video , Any tutorial for how to use watson assistant as a front end with the same functionality ?

  • @NicholasRenotte

    @NicholasRenotte

    5 ай бұрын

    Got it coming up soon, want to see watson orchestrate as well?

  • @hsed10

    @hsed10

    3 ай бұрын

    @@NicholasRenotte Yes. One other thing is Watson assistant integrating with a RAG pattern. Code. While The RAG pattern is good for open intent queries however if we want to do intent control for some structured transaction flows via Watson assistant that would solve a few business use cases.

  • @Tsundaere
    @Tsundaere3 ай бұрын

    I thought IBM was some old school don't wanna die yet company. They started releasing some cool stuff.

  • @T_________.
    @T_________.4 ай бұрын

    this is cool, would be a ton more cooler if i can run it locally and not be dependent on the cloud

  • @bnaylor1321
    @bnaylor13217 ай бұрын

    How do you resolve 'from watsonxlangchain import LangChainInterface' since WatsonXLangChain doesn't seem to be a public library?

  • @abdulbasitabc8763

    @abdulbasitabc8763

    6 ай бұрын

    Same issue

  • @harinair3002

    @harinair3002

    5 ай бұрын

    Same thing

  • @user-ug8bb9kf9r

    @user-ug8bb9kf9r

    4 ай бұрын

    found a solution ?

  • @swetharangaraj4521
    @swetharangaraj45215 ай бұрын

    how to build query bot ,it should query from the database like mangodb where the data are stored from the application

  • @christiankusi2974
    @christiankusi29747 ай бұрын

    What about a multiple pdfs

  • @singarajah-nj4qc
    @singarajah-nj4qc20 күн бұрын

    can i use langchain for huge mysql db

  • @nori6077
    @nori6077Ай бұрын

    what if i have a database and using nodejs as an api , how can i use it as a source of information ?

  • @IsaacFoster..
    @IsaacFoster..7 ай бұрын

    Bro the thumbnail go lemme be worldchuknow oh vessaleslayyinglooking valleyulow buenasswag

  • @danzinde
    @danzinde24 күн бұрын

    Exactly the same content. Where can I learn all these, in one complete training and project? Does IBM have a course?

  • @Bhavana-022
    @Bhavana-02213 күн бұрын

    what is watsonxlangchain interface any help pls!

  • @TheKnowledgeAlchemist
    @TheKnowledgeAlchemist6 ай бұрын

    I just want an LLM to read my google docs and let me ask questions about stuff, then use it to write and add into my drive

  • @fraydizs7302

    @fraydizs7302

    3 ай бұрын

    Maybe im not understandng your question properly but you can save and download google docs files as PDFs

  • @xenon588
    @xenon588Ай бұрын

    Whats the project id?

  • @AIenthusiast687
    @AIenthusiast68710 күн бұрын

    Soo much was left unturned could their be an actual full tutorial showing you haw to do this stuff

  • @Bhavana-022
    @Bhavana-02214 күн бұрын

    how to bring watsonxlangchain interface

  • @steffenmuller2888
    @steffenmuller28883 ай бұрын

    Reduced the playback speed or drink 2 litres of coffee, what was your choice?

  • @vrushalidhage3387
    @vrushalidhage33873 ай бұрын

    Please give link to code

  • @aungnandaoo443
    @aungnandaoo44322 күн бұрын

    watsonxlangchain package can not be installed?

  • @newcode7847

    @newcode7847

    15 күн бұрын

    Hello, did you manage to solve this issue ?

  • @lakshmims7590
    @lakshmims75903 ай бұрын

    Can share the code

  • @ashleysami1640
    @ashleysami16407 ай бұрын

    👏🏽

  • @khanabrarshamsshayanto247
    @khanabrarshamsshayanto24725 күн бұрын

    I was hoping youd shoe how to make a llm 😭 not use the Api

  • @chandankumarsingh822
    @chandankumarsingh8226 ай бұрын

    from watsonxlangchain import LangchainInterface i am not able to find this import which pacakge to install to use watsonxlangchain module

  • @user-ug8bb9kf9r

    @user-ug8bb9kf9r

    4 ай бұрын

    any solution yet ?

  • @azimrose6926

    @azimrose6926

    3 ай бұрын

    same here, im still stuck at this point

  • @ahmedel_hetemy3366

    @ahmedel_hetemy3366

    3 ай бұрын

    @@azimrose6926 also,here but it seems like it is a package from ibm (ibm-watson)

  • @maybeunknown21
    @maybeunknown213 ай бұрын

    Do not hardcode API keys into code.

  • @RaymLovesEggs
    @RaymLovesEggs2 ай бұрын

    Had to slow down to 0.75

  • @judgeka
    @judgeka7 ай бұрын

    BOSH

  • @NicholasRenotte

    @NicholasRenotte

    7 ай бұрын

    Cheers!! 🙏

  • @drluvkashyap
    @drluvkashyap22 күн бұрын

    You could have gone a little more faster (pun intended)

  • @PKPV2023
    @PKPV20232 ай бұрын

    This video was 10 min long

  • @Reckee
    @Reckee12 сағат бұрын

    Seems like he's on steroids!!😅

  • @suhasnadiga
    @suhasnadiga5 ай бұрын

    very slow explanation

  • @glaucopordeus
    @glaucopordeusАй бұрын

    Calm down man, 3minutes but i lost alot of time tying to follow the code... Need better editor