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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[@ekrem8847]

I had to check if I left playback as 2x

[@JammerMate]

Me too, XD

[@zonuphaon]

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

[@self.medicate]

Same.

[@Bhavana-022]

@@self.medicate hey i have a doubt how to use watsonxlangchain

[@JuniorAlves15]

0.75 is perfect!

[@zalibecquerel3463]

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

[@moeeljawad5361]

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.

[@hashirjadoon9904]

The editor did that for you

[@trolleyproblem4318]

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

[@leonardputtmann8404]

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

[@NicholasRenotte]

🙏🏽

[@henrik908]

This guy is Indian?

[@Ranshin077]

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

[@Bhavana-022]

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

[@DebmalyaSanyal]

@@Bhavana-022 yee man not able to do that

[@luisrodriguesphd]

Can you please share the shown code?

[@zdrive8692]

github repo link?

[@molinodeviento8598]

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.

[@kkhanatg]

You are faster than AI, had to go back and forth couple times, Great Content with humor

[@Kulbaru]

How can i get the pip install for watsonxlangchain?

[@adrianfiedler3520]

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

[@NicholasRenotte]

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

[@amitgoyal5729]

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 ?

[@ethan6708]

Did you figure this out?

[@lemonychaos]

I'm quite late to this, but for anyone wondering: The module is now wxai_langchain. So: From wxai_langchain.llm import LangChainInterface

[@amineoulahyane6353]

@@lemonychaos love you man

[@bnaylor1321]

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

[@abdulbasitabc8763]

Same issue

[@harinair3002]

Same thing

[@user-ug8bb9kf9r]

found a solution ?

[@mariyabenny4238]

same issue

[@Donttouchthesnow]

same issue

[@mahiaravaarava]

AI advancements in natural language processing enable more accurate translation and transcription services.This bridges communication gaps and fosters global collaboration in technology and science.

[@umeshprajapati7149]

Directly coming to point loved it ❤

[@NicholasRenotte]

Thanks so much Umesh!

[@i2c_jason]

Nicholas bro I love you. Thank you for this video. So basically I could use RAG as a way to "crystallize" or "fossilize" a set of human behaviors, rules, or expertise into various agents in a workflow. My focus is on geometrical applications which need to extend the typical LLM functions to mathematical constraints.

[@fallinginthed33p]

AI speedrun, I love this 😁

[@NicholasRenotte]

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

[@user-im6ub3sf6m]

Great explanation with an example. Thank you

[@FabrizioBianchi]

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

[@abhilashdasghy9736]

use a free model and it's free :D

[@lakshman587]

This is amazing! Awesome Nick!!

[@Beloved_Digital]

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

[@exammaterial7511]

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

[@NicholasRenotte]

😅 editing takes forever

[@harolreyes9347]

Need some help. I'm trying to install watsonxlangchain library however I don't find the pip command. Can anyone help me out on this?

[@shubhamshukla1506]

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

[@dhfbdhdh]

How can I install the 'wantsonxlangchain' library?

[@zestiny5810]

quick, to the point. Love it!

[@dilippokhrel4009]

At first I thought this is the introduction video of the whole playlist. LOL I was wrong

[@chandankumarsingh822]

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

[@user-ug8bb9kf9r]

any solution yet ?

[@azimrose6926]

same here, im still stuck at this point

[@ahmedel_hetemy3366]

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

[@Bhavana-022]

how to bring watsonxlangchain interface

[@hsed10]

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

[@NicholasRenotte]

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

[@hsed10]

@@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.

[@ArunKumarP-tp2vl]

Simple and powerful ❤

[@NicholasRenotte]

🙏🏽

[@danzinde]

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

[@Thirumalesh100]

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

[@alinmgheorghe]

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

[@agentmrwolf]

Use 0.75x

[@BCCBiz-dc5tg]

Amazing!

[@ElaraArale]

thank you

[@IsaacFoster..]

Bro the thumbnail go lemme be worldchuknow oh vessaleslayyinglooking valleyulow buenasswag

[@aungnandaoo443]

watsonxlangchain package can not be installed?

[@newcode7847]

Hello, did you manage to solve this issue ?

[@swetharangaraj4521]

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

[@LabEveryday]

Crushed it!

[@nori6077]

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

[@TheKnowledgeAlchemist]

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]

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

[@T_________.]

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

[@Bhavana-022]

what is watsonxlangchain interface any help pls!

[@AmmarARaja]

Can you share the code

[@singarajah-nj4qc]

can i use langchain for huge mysql db

[@christiankusi2974]

What about a multiple pdfs

[@khanabrarshamsshayanto247]

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

[@maybeunknown21]

Do not hardcode API keys into code.

[@xenon588]

Whats the project id?

[@steffenmuller2888]

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

[@AIenthusiast687]

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

[@debraeaton586]

what it feels like when you’re a kid

[@jhinaouiroudayna4275]

Bro I had to check if I left playback as 2x too

[@SamiSabirIdrissi]

That was wild

[@vrushalidhage3387]

Please give link to code

[@ZenoSamaOmniKing]

what the hell i just saw

[@lakshmims7590]

Can share the code

[@mayikx]

Who is this guy?

[@manirkm1]

slow down a little bit for us humans :)

[@RaymLovesEggs]

Had to slow down to 0.75

[@glaucopordeus]

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

[@drluvkashyap]

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

[@ashleysami1640]

👏🏽

[@PKPV2023]

This video was 10 min long

[@Reckee]

Seems like he's on steroids!!😅

[@suhasnadiga]

very slow explanation

[@kevinz8930]

Chat bots are useless and worthless. Anytime I get to a site where a chatbot opens up I leave and never come back.

[@judgeka]

BOSH

[@NicholasRenotte]

Cheers!! 🙏

[@050zaher]

Good , but you are so faaaaast

[@t4n_shahin]

too fast! veery bad video

[@Seaileanu]

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