Roy Derks
Roy Derks
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Build AI Applications With LangChain, JavaScript and React
How To Get Started with OpenAI, GPT-4, LangChainJS in React | Learn AI Development
Welcome to our comprehensive tutorial on how to build AI applications using LangChain, JavaScript, and React. This video is designed for developers of all levels interested in integrating cutting-edge artificial intelligence into their web applications. Whether you're a seasoned developer or just starting out, you'll find valuable insights and practical steps to leverage AI in your projects.
00:00 Intro
01:24 Set Up LangChain
02:52 Connect to OpenAI
04:20 Build Get Answer Function
06:00 Handle Form Submission
08:09 Test It Out
You can find code examples in the blog post hackteam.io/blog/building-project-management-board-trello-react-vitejs-typescript-tailwind/
What You'll Learn:
* Introduction to LangChain: Get to know LangChain, a powerful library designed to make building AI-powered applications more accessible. We'll cover the basics and show you why LangChain is a game-changer in the AI development space.
* Setting Up Your Development Environment: A step-by-step guide to setting up your environment for AI development, including installing Node.js, React, and the LangChain library.
* Building a Basic AI Application: Dive into coding as we build a simple AI application from scratch. You'll learn how to integrate LangChain with React to create dynamic, AI-driven interfaces.
This video is packed with practical examples, code snippets, and real-world applications. By the end of this tutorial, you'll have a solid understanding of how to use LangChain with JavaScript and React to build powerful AI applications that can transform user experiences.
- - -
Follow @gethackteam on Twitter
#React #TailwindCSS #WebDevelopment #CSS #Tutorial #FrontEndDevelopment #Programming
AI Application Development, LangChain Tutorial, JavaScript AI Integration, React and AI, Building AI Web Applications, LangChain and JavaScript, AI Development with React, Natural Language Processing, Machine Learning Models, Web Development AI Techniques, AI User Experience Optimization, Deploying AI Applications, AI Programming for Web, Getting Started LangChain JS, LangChain JavaScript, LangChain App Development, GPT-4, GPT-3, langchain javascript, langchain js tutorial, build chatgpt clone, openai models javascript, vite react tutorial, react chatbot tutorial, ai chatbot javascript
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ความคิดเห็น

  • @entertainment11378
    @entertainment11378 10 วันที่ผ่านมา

    Super

  • @mohammedrafiq499
    @mohammedrafiq499 หลายเดือนก่อน

    Nice way you explained brother.

  • @JoelByrd1
    @JoelByrd1 4 หลายเดือนก่อน

    I was getting an error after adding the HtmlWebpackPlugin and running `npm start` again - it's saying "Cannot find package '@babel/preset-react'" - I had to actually install @babel/preset-env and @babel/preset-react - I think you may have forgotten to include that in the tutorial? Otherwise, great tutorial!

    • @gethackteam
      @gethackteam 3 หลายเดือนก่อน

      Thanks for mentioning! I’d have to check but could be the requirements changed after posting this video, if you’re not on the same React / Babel versions as in the video. Will verify and get back to you all :)

    • @luanyoliveira6940
      @luanyoliveira6940 29 วันที่ผ่านมา

      thanks! you saved me.

  • @Omesh7
    @Omesh7 4 หลายเดือนก่อน

    does anybody know to calculate token usage in langchain js, their documentation is shitee! not working!

    • @gethackteam
      @gethackteam 3 หลายเดือนก่อน

      I’d recommend using your LLM provider (like OpenAI, watsonx etc) to track token usage. They should have APIs to show this, and it could be included in the LLM response’s metadata too

  • @maxime.blanquart
    @maxime.blanquart 4 หลายเดือนก่อน

    Ty

    • @gethackteam
      @gethackteam 4 หลายเดือนก่อน

      🙏

  • @thomas-sinkala
    @thomas-sinkala 4 หลายเดือนก่อน

    Yeah, the big question is caching. With GraphQL, I am able to cache response but not with querying direct. I noticed a refetch is made nearly every time.

    • @gethackteam
      @gethackteam 4 หลายเดือนก่อน

      There are many ways to do caching in React too, for example, React Query (from Tanstack) is great for that use case

    • @thomas-sinkala
      @thomas-sinkala 4 หลายเดือนก่อน

      @@gethackteam Yeah, I will check it out. Does React Query work server side? Can you make a video on that? Maybe I am just too familiar with the pages router but it is easier to do everything, like refetching data, is almost makes app router pointless.

    • @gethackteam
      @gethackteam 4 หลายเดือนก่อน

      Works both way, and making a video about it is definitely on my todo list

  • @CrazyTajdine
    @CrazyTajdine 4 หลายเดือนก่อน

    thank you for the video , i have a question so i can you vite or next.js to create my web app but what do you think is better ? is it a good idea to use vite for prototyping and next.js for large products

    • @gethackteam
      @gethackteam 4 หลายเดือนก่อน

      Great question. Nextjs is great if you want to rely on a single framework, it helps you with SSR and also has built in API Routes. It uses its own routing file based system. Where with Vite on the other hand you can pick the open source libraries you want to use for SSR and for example use Express for the API calls, or react-router to handle routing. It depends on preferences, both are good for either prototypes or production

    • @CrazyTajdine
      @CrazyTajdine 4 หลายเดือนก่อน

      @@gethackteam thank youu sooo much <3

  • @user-fh2po8id9e
    @user-fh2po8id9e 6 หลายเดือนก่อน

    i want to perform the action on backend , instead of in the frontend

    • @gethackteam
      @gethackteam 6 หลายเดือนก่อน

      Totally possible! You can take the LangChain SDK and build an API endpoint for it instead, or use something like API Routes in Nextjs/Remix or RSC

  • @jean_pattat1204
    @jean_pattat1204 7 หลายเดือนก่อน

    fyi de vid loopt een beetje vast

  • @ruukes4770
    @ruukes4770 8 หลายเดือนก่อน

    What is the name of the sleep tracker?

    • @gethackteam
      @gethackteam 7 หลายเดือนก่อน

      Sleep cycle

  • @LeonardoBlanca1
    @LeonardoBlanca1 8 หลายเดือนก่อน

    What's the name of that extension who suggest code? (at 0:51)

    • @gethackteam
      @gethackteam 8 หลายเดือนก่อน

      It’s GitHub CoPilot!

  • @sin.pottery
    @sin.pottery 8 หลายเดือนก่อน

    Is there any repo?

    • @gethackteam
      @gethackteam 8 หลายเดือนก่อน

      You can find it here github.com/PacktPublishing/React-Projects-Second-Edition/tree/main/Chapter01. It’s slightly outdated but the video has the latest syntax

  • @alankuo6666
    @alankuo6666 8 หลายเดือนก่อน

    very nice content and clear explanation, thanks!

    • @gethackteam
      @gethackteam 8 หลายเดือนก่อน

      Thanks a lot Alan, appreciate it!

  • @SzymonRuszaa
    @SzymonRuszaa 9 หลายเดือนก่อน

    This is very useful, novadays everyone want just to create react app with one command, and its fine if you understand how it works under the hood. It's sad that almost every youtube video shouts just use THAT or use THAT, but defenitly dont use THAT!!! (becouse its slow, and there are betterr options!!!) Everyone is looking for shortcuts and easy-way. I'm glad that there are some dudes like you on this platform that make videos to help.

    • @gethackteam
      @gethackteam 9 หลายเดือนก่อน

      Thanks a lot! Happy to hear you liked it. Personally I like to understand fundamentals before taking the easy path of abstraction

  • @gethackteam
    @gethackteam 10 หลายเดือนก่อน

    Thanks for everyone that took the time to watch it live! Hope to see you again at the next one! You have until tomorrow 20:00 CEST to submit your answers here in the comments for the give away!

  • @gethackteam
    @gethackteam 10 หลายเดือนก่อน

    What do you think? I've described my reasoning behind this video some more in this blog post hackteam.io/blog/do-need-graphql-now-react-server-components/

  • @Mement0Mori__
    @Mement0Mori__ 10 หลายเดือนก่อน

    good job man!

    • @gethackteam
      @gethackteam 10 หลายเดือนก่อน

      Thank you! Cheers!

  • @vredurs
    @vredurs ปีที่แล้ว

    Thanks for a great video. Do you have any input regarding @apollo/gateway? Will that work with apollo v.4?

    • @gethackteam
      @gethackteam 11 หลายเดือนก่อน

      I suppose so. But it heavily depends on the version as previous releases of Apollo gateway have reached end of life

  • @gethackteam
    @gethackteam ปีที่แล้ว

    Read the full blog post here hackteam.io/blog/vite-better-create-react-app-alternative

  • @brendanwilding9689
    @brendanwilding9689 ปีที่แล้ว

    Thank you. You have no idea how many articles that don't work I had to read through before I found your excellent article. Medium, dev, youtube and other re-posted AI garbage make life hard!

    • @gethackteam
      @gethackteam ปีที่แล้ว

      That's so good to hear! Good luck

  • @RedCloudServices
    @RedCloudServices ปีที่แล้ว

    Roy our large enterprise govt team is behind firewall. Does Altair have schema designer? What on-prem (linux) tool would you recommend for federated schema diagram and design? Apollo Studio charges and we’re in sandbox right now.

    • @melisamorales6704
      @melisamorales6704 ปีที่แล้ว

      😂😂😂😂😂😂😂😂😂😂😂

    • @imolorhe
      @imolorhe ปีที่แล้ว

      No Altair doesn't have a schema designer. However Altair allows you extend its functionality by creating plugins to add extra features. this might be a use case where a schema designer plugin would work.

  • @juliacisneroshuamani365
    @juliacisneroshuamani365 ปีที่แล้ว

    ❤perù

  • @ralphdepping4004
    @ralphdepping4004 ปีที่แล้ว

    Recently went through an AS3 to AS4 upgrade across multiple servers and gateways. It was relatively painless. AS4 comes across as a "clear a few decks" release from Apollo with the intent to lay pathways for easier future developments and feature releases. The common "you're basically screwed" refrain and the reveal that building on apollo server means building on technical debt in the video comes across like FUD. I've developed software on all kinds of software frameworks (OSS, commercial, proprietary) - the AS3 to AS4 upgrade wasn't that dramatic. Of course YMMV - and for some setups there will be more disruption or work required. But the ebb and flow of intentional technical debt accumulation and clear down is a large part of any kind of sustained software development. There's a rich and growing ecosystem for GraphQL out there. Apollo, The Guid, StepZen, Wundergraph all come to mind off hand...we're spoilt to be honest. I can only speak to a very narrow set of GraphQL experiences as an Apollo user (and member of their supergraph champions slack community) - but in terms of general software frameworks/stacks it's been a solid choice.

  • @camilacelest3911
    @camilacelest3911 ปีที่แล้ว

    Tv❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤🎉🎉🎉🎉🎉😢😮😮😅😅😊😊❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤😂😂😂😂😂😂😂😂😂😂😂😂😂🎉😅😅😅❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤😂🎉🎉🎉🎉🎉🎉🎉😂😂❤❤❤❤❤❤❤❤❤🎉🎉❤❤❤❤❤❤ de❤❤❤❤❤❤😂😂😂🎉🎉🎉😮😮😮😅😅😊😊😊

  • @davidemanuelsarabiainrecov9345
    @davidemanuelsarabiainrecov9345 ปีที่แล้ว

    This video is inaccurate. 4 months have passed since Roy agreed he did not fully understand the details of the changes to Apollo Server 4. Yet he failed to correct it. Is this due to the fact that he works for an Apollo competitor, StepZen (now IBM)? I prefer transparency, so I'll state that our company happily uses Apollo Server and Studio. @Roy, please reconsider your ethics and update the video. In the spirit of transparency, I also have close relations with the Apollo team, have been presented at GraphQL Summit, and frequently on the Supergraph Champions weekly "think tank" style calls where we discuss roadmap, challenges from startups to enterprise, and generally geek out on everything GraphQL. But in general, I'm very committed to GraphQL and the ecosystem - beyond Apollo. @Community, if you are just embarking on your GraphQL journey or are experienced with the Apollo platform, I would recommend you take the Odyssey courses over at www.apollographql.com/tutorials/ . By going with official tutorials/courses, you'll have accurate information to build stronger projects. Regardless of the framework you end up using, you'll get to deep dive on the GraphQL spec, architecture, best practices, data modeling, and patterns that will level up your skillset. While they focus on implementing Apollo Server, the core GraphQL knowledge is applicable to all frameworks, and you'll benefit from knowing how to properly implement Apollo Server - which is a great skill for your CV given that the largest companies rely on Apollo. The courses are very well-made, fun, easy to follow, and taught by experienced software engineers from large companies. I wish I had this available when we first started on our journey with GraphQL, we would have saved a lot of headaches. @David Glasser, you're a rock star! Thanks for the outline you posted and for making it known that one confused but very popular Next.js tutorial caused so much confusion across the developer community. I hope history doesn't repeat with this video. In general, in our first months of embarking on GraphQL, our dev team encountered so many tutorials written by people who only knew frameworks at the surface level. It hurt us in the long run, but good experience on vetting the accuracy of sources of information. Also, 10000% agree with using native database drivers. In general, we see projects bloated with NPM packages that break away from best practices. I hope the Apollo team will launch a series of Apollo Server 4 videos ASAP, from migration, to architecture, and decisions like you outlined. @Roy Derks, 4 months ago, David Glasser kindly outlined in detail the inaccuracies from your video, you even acknowledge that you recorded this based on your interpretation of docs and random threads on Reddit - but you didn't make any updates. You don't even mentioning it on your video description text or updated your blog post. Obviously, it's important to be loyal to your employer StepZen, but the role of Developer Relations is to communicate and distribute accurate knowledge, not misinformation guided by a paycheck or personal opinions. Overall, it's concerning to see this from people educating the developer community. Even David recommended another library in his response on Reddit, stating that for certain use cases that was a better choice. Integrity is everything in the dev community, we shouldn't be bringing sales/marketing-style tactics into the space. When you change jobs and move to another company, this accumulation of misinformation becomes like technical debt and ultimately affects your credibility.

    • @gethackteam
      @gethackteam ปีที่แล้ว

      Thanks for the response. Great to hear you’re happy with your tech stack. I’m sharing opinions and a video is a moment in time. For me it doesn’t matter if someone is using X, Y or Z to build a GraphQL API. All I know is at the moment a recorded the video the communication and documentation around this Apollo Server update was confusing as hell and I’m staying away from it. As I’m working in Developer Relations I’m helping the broader community to learn more around GraphQL and surrounding technologies. IMO there are easier/better ways to build GraphQL, and Apollo hasn’t kept the developer in mind much lately. In time, I might record another video that’s more positive on Apollo. I let the tech speak for itself and people should form their own opinions.

  • @paoloose
    @paoloose ปีที่แล้ว

    thanks, useful

  • @user-jw1pc9ls1x
    @user-jw1pc9ls1x ปีที่แล้ว

    i'm from Russian. Good video, thanks

    • @gethackteam
      @gethackteam ปีที่แล้ว

      Thanks for watching!

  • @supercobayin9988
    @supercobayin9988 ปีที่แล้ว

    No te entiendo hahajsus

  • @jaredosco-uf9sx
    @jaredosco-uf9sx ปีที่แล้ว

    Gghsgwgegdgdhdhffhevvdvdvdvdbebdhsvavaksjsdhzjdjzvsbd🎉🎉😢😮😮😮😮😅😮😅😅😅😮😮

  • @leanndrobustos
    @leanndrobustos ปีที่แล้ว

    Amazing!

    • @gethackteam
      @gethackteam ปีที่แล้ว

      Thank you! Cheers!

  • @abdu5822
    @abdu5822 ปีที่แล้ว

    You can actually turn on Auto format when you save a file which saves time.

    • @gethackteam
      @gethackteam ปีที่แล้ว

      That’s smart, I will do that for the next livestream 👍

  • @robertlemiesz7143
    @robertlemiesz7143 ปีที่แล้ว

    One is a RPC format for service to service calls. The other is a client facing protocol. Are they really competing with each other?

  • @mannyswebtutorial7022
    @mannyswebtutorial7022 ปีที่แล้ว

    Can I use typegraphql with apollo version 4? I notice whenever I install typegraphql with apollo version 4 there's an error.

    • @gethackteam
      @gethackteam ปีที่แล้ว

      With all the breaking changes in Apollo Server 4 I wouldn’t be surprised if this doesn’t work. Maybe try something like mercurius?

  • @natel6706
    @natel6706 ปีที่แล้ว

    I heard that React can touch the DOM, which creates compatibility issues with React. Is this true?

    • @gethackteam
      @gethackteam ปีที่แล้ว

      React is using a virtual DOM, it’s not directly touching it. In my experience this has never led to compatibility issues

  • @vanesanoemimedina2472
    @vanesanoemimedina2472 ปีที่แล้ว

  • @sourdurian2839
    @sourdurian2839 ปีที่แล้ว

    i just found out they're deprecating apollo-server-express too.. wtf man.. now i've got to refactor my code .. this is frustrating as hell .. anyway thanks for sharing

    • @gethackteam
      @gethackteam ปีที่แล้ว

      Yes it’s quite extensive. I believe now is the best time to pack your bags and try a different GraphQL server implementation

  • @yannickcotten2854
    @yannickcotten2854 ปีที่แล้ว

    well major releases often introduce major changes. You suggest graphql-yoga (among others) as an alternative. well i've seen a tutorial about setting up graphql-yoga from french channel techwall that was made in march 2021 and it's deprecated too, the code to setup the yoga server has completely changed since too. I haven't looked at express in yoga, but i just figure out it's the very same story.

  • @brunocosta4889
    @brunocosta4889 ปีที่แล้ว

    Best overview of React I have seen so far until today 🙌 Great video, Roy!👏🙌

    • @gethackteam
      @gethackteam ปีที่แล้ว

      Appreciate that, thanks a lot Bruno!

  • @fioridipruno6319
    @fioridipruno6319 ปีที่แล้ว

    🤔

    • @gethackteam
      @gethackteam ปีที่แล้ว

      Old but gold. What are you using for styling?

  • @mattiaborini8428
    @mattiaborini8428 ปีที่แล้ว

    Just use tailwind 😉

    • @gethackteam
      @gethackteam ปีที่แล้ว

      Hehe. Have used Tailwind before but cannot say it’s easier then Bootstrap

  • @josephessien3882
    @josephessien3882 ปีที่แล้ว

    🎉 I still use bootstrap for 😅 and I’m comfortable with it, Tailwind is hell at the moment

    • @gethackteam
      @gethackteam ปีที่แล้ว

      Yes!! I feel people take the hype and forget to look at the more stable tools that have been around for so long

  • @iamandrewluca
    @iamandrewluca ปีที่แล้ว

    I have two suggestions related to grid. First is important to follow, second is a preference. 1. Don’t put anything else other than column inside a row. Row adds negative margin to element, and column compensates it back with padding. This is done so you could have gaps between columns. So when you have anything else inside the row other than column, it will get out of grid. 2. Don’t put the column class inside the component, you make the component strictly tied to that specific row configuration, and it’s not reusable. Instead of Row Component Column Do Row Column Component

    • @gethackteam
      @gethackteam ปีที่แล้ว

      These are great tips, thank you! I feel like I only scratched the surface on the power of boostrap, so tips like these are definitely helpful 🙌

  • @brunocosta4889
    @brunocosta4889 ปีที่แล้ว

    Really great video, Roy!👏It gives a deeper understanding of how React works how and webpack bundles JS under the hood. I look forward to your upcoming videos 😉

    • @gethackteam
      @gethackteam ปีที่แล้ว

      Glad you enjoyed it! And yes I will definitely create more content to teach fundamentals :)

    • @brunocosta4889
      @brunocosta4889 ปีที่แล้ว

      @@gethackteam I would love to see one on React testing, especially when you have API calls and want to test those, as well as how they render in the UI, for example :)

    • @gethackteam
      @gethackteam ปีที่แล้ว

      @@brunocosta4889 yes I will cover these in the livestream of chapter 5 / 6. so hang on :)

  • @ollydix
    @ollydix ปีที่แล้ว

    We did a few platforms in GraphQL, hate it. So verbose and not TypeSafe. We're using tRPC for multiple platforms now, including for platforms without TypeScript like Flutter (Dart). Works great!

    • @gethackteam
      @gethackteam ปีที่แล้ว

      Nice! There’s something for everybody these days and I can see where one technology fits one company (and its developers) better than the other

    • @robertlemiesz7143
      @robertlemiesz7143 ปีที่แล้ว

      Its typesafe if your generate your code from Schema. Which is what tRPC essentially does

  • @applicationmobilepourlesnu2689
    @applicationmobilepourlesnu2689 ปีที่แล้ว

    The useEffect hook is used to handle side effects, either when the application mounts or when the state or a prop gets updated. This Hook takes two parameters, where the first one is a callback and the second one is an array containing all of the variables this Hook depends on. When any of these changes, the callback for this Hook will be called. When there are no values in this array, the Hook will only be called on the first mount. After the data is fetched from the source, the state will be updated with the results.

    • @gethackteam
      @gethackteam ปีที่แล้ว

      Great, you’re on the raffle list

  • @yunusyildiz4100
    @yunusyildiz4100 ปีที่แล้ว

    Cool

  • @sanapyonbegardas5443
    @sanapyonbegardas5443 ปีที่แล้ว

    Already have the book but thanks for the stream Roy

  • @hertelden740
    @hertelden740 ปีที่แล้ว

    The dependency array is the square brackets in the useEffect hook. When any of the dependencies specified in the array change, the function is re-executed.

    • @gethackteam
      @gethackteam ปีที่แล้ว

      Added to the raffle list 👍

  • @ensarbeyram1248
    @ensarbeyram1248 ปีที่แล้ว

    useEffect hook is for you to perform side effects in a React component, we have the dependency array to control when the effect should run

    • @gethackteam
      @gethackteam ปีที่แล้ว

      Thanks! Added you to the rafffle

  • @saju2144
    @saju2144 ปีที่แล้ว

    useEffect hook is for you to perform side effects in reactjs component, we have the dependency array to control when the effect should run