Build AI Agents with Docker, Here’s How

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David Ondrej

David Ondrej

Күн бұрын

Download Docker Desktop: dockr.ly/3zdrdK2
Learn more about AI and Docker: dockr.ly/4cBPhV6
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Get all of my Code and Prompts: www.skool.com/new-society
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In this video I show you how to build AI Agents using Docker and Claude 3.5 Sonnet from Anthropic.
Anthropic Console: console.anthropic.com/workben...
VS Code Download: code.visualstudio.com/download
Anthropic Docs: docs.anthropic.com/en/
Docker Hub: hub.docker.com/
docker pull davidondrej1/dataset-agent:latest
0:00 Presentation
3:45 Programming
Thank you Docker for sponsoring the video.

Пікірлер: 90
@DavidOndrej
@DavidOndrej 12 күн бұрын
🐳 Download Docker Desktop: dockr.ly/3zdrdK2 🐋 Learn more about AI and Docker: dockr.ly/4cBPhV6
@Poppik81
@Poppik81 11 күн бұрын
Time codes are a must for a 50 minute tutorial video.
@Qwme5
@Qwme5 7 күн бұрын
I can't express how grateful I am for the incredible content you share on this channel. Your videos, including this one, have taught me so much. It's truly unfair that you don't have more subscribers because you're one of the most valuable creators on this platform. You enrich our knowledge without any unnecessary fluff, and I appreciate that so much. Thank you from the bottom of my heart.
@philipwpillar
@philipwpillar 7 күн бұрын
GPT4o (ironically): "Here are some key timestamps and topics covered in the video: Introduction and Overview (0:00 - 2:30) Introduction to the video and an overview of what will be covered, including the basics of Docker and AI agents. Setting Up Docker (2:31 - 10:00) Detailed steps on installing Docker on your system. Configuration settings and troubleshooting common installation issues. Creating a Dockerfile (10:01 - 20:00) How to write a Dockerfile for your AI agent. Explanation of each command and its purpose in the Dockerfile. Building and Running a Docker Container (20:01 - 30:00) Commands to build the Docker image. Running the Docker container and verifying it’s working correctly. Integrating AI Agents (30:01 - 40:00) Connecting the AI agent to the Docker container. Setting up the necessary environment variables and configurations. Testing and Deploying the AI Agent (40:01 - 50:00) Methods to test the AI agent within the Docker container. Deploying the AI agent for production use. Conclusion and Best Practices (50:01 - End) Summary of the steps covered. Best practices for maintaining and scaling AI agents using Docker. This video is a comprehensive guide for anyone looking to integrate AI agents with Docker, providing a step-by-step approach to ensure a smooth setup and deployment process​"
@warrchang7737
@warrchang7737 12 күн бұрын
This guy needs more subscribers. Thanks for the hard work making this video!
@andrewmorris5947
@andrewmorris5947 12 күн бұрын
Can you create agent that creates agents?
@thetrueanimefreak6679
@thetrueanimefreak6679 12 күн бұрын
Bros living in 2050, protect him at all cost.
@i_forget
@i_forget 11 күн бұрын
Yes.
@trsd8640
@trsd8640 11 күн бұрын
No. In fact this agents don’t create anything reliable. Don’t believe it? Try it!
@agnivamahata3870
@agnivamahata3870 11 күн бұрын
agency-swarm genesis agent
@mackroscopik
@mackroscopik 11 күн бұрын
Agency-swarm is what you're looking for
@GigaSimp
@GigaSimp 11 күн бұрын
I hope nobody finds this. Hahah. Thanks, man. You are the best. Please, don't remove the video ever. Please.
@Hector.levelup
@Hector.levelup 10 күн бұрын
Thank you for making an easy Docker tutorial!
@rvdl83
@rvdl83 10 күн бұрын
Keep up the good work! This is how we and you learn things
@RetiredVet1
@RetiredVet1 6 күн бұрын
VSCode has a great extension called Dev Container. It lets you edit code inside the docker container. Also, I recently discovered, from your docker link, the docker command, docker init, which creates a compose file and a Dockerfile. So now I can edit files inside the docker container. It is a little bit complicated, but I am working out the details. Your link to Docker started it all. Thanks for the video.
@erictidmore8047
@erictidmore8047 7 күн бұрын
Using this for a drone security project, you're doing excellent work David.
@Beanskiiii
@Beanskiiii 7 күн бұрын
Had the same idea
@jason_miller
@jason_miller 6 күн бұрын
You telling me to "chill out" just earned you a subscriber! 🤣 Too funny!
@74Gee
@74Gee 12 күн бұрын
Very thorough tutorial there. Perhaps you could extend this slightly to actually fine tune a model with the generated dataset.
@trancelover9292
@trancelover9292 8 күн бұрын
I am learning currently and experimenting with Claude Sonnet 3.5 I am enjoying my time with it. I want to learn more and I am dedicated to advance.
@trafferz
@trafferz 10 күн бұрын
Very cool. Never thought to screenshot the code for llm viewing.
@camilosanchez7083
@camilosanchez7083 12 күн бұрын
your making this luck so easy i have 0 knowledge on coding but now building websites or anything is easier then ver :)
@ZhonghaiWang
@ZhonghaiWang 11 күн бұрын
very helpful content mate! one question, i saw when you are typing docker build, there is a command suggestion, which extension are you using for this?
@intranec844
@intranec844 11 күн бұрын
Can somebody explain the exact use case of the agents he built? What is the problem they solve or the work they automate? How much time does it save?
@AcademyNoCode
@AcademyNoCode 15 сағат бұрын
Thanks David!! Super bien explicado... Si puedes y lo crees conveniente, estaría bien que hablaras más despacio para que sea más fácil seguirte desde otros idiomas ❤😂
@VaibhavShewale
@VaibhavShewale 6 күн бұрын
well dont know where i would use it but looks interesting
@uwegenosdude
@uwegenosdude 11 күн бұрын
Hi David, I like your videos. Concerning pip install, wouldn’t it be more safe to use virtual environments to prevent problems with versions of the packages we try to install in other projects? Ok, in the container it doesn’t matter.😊
@Jason-oi8hz
@Jason-oi8hz Күн бұрын
A agent that can create games
@Ludmillabsb
@Ludmillabsb 10 күн бұрын
David would you please create a staff of ai agents that preforms all the roles of a web services agency? 😮
@ramonlepagemurillo4968
@ramonlepagemurillo4968 11 күн бұрын
David, one question. I'm getting the new_dataset.cvs but is not well structure. I ask in the clude console for a solution but I'm getting the same result, what you thing it should be ???
@thefattysplace
@thefattysplace 10 күн бұрын
AI responses can do that. Even if you explicitly tell the AI to output in a certain format, it might still chuck it back in a different format. However, as it is creating a CSV file in this example, you might just want to check the returned data from the ai doesn't include commas in the values.
@longislandicetea4537
@longislandicetea4537 4 күн бұрын
Can someone please explain what he is actually building in the demo? ie. the function of the agent
@sirrobinofloxley7156
@sirrobinofloxley7156 11 күн бұрын
Please use Dark Mode, thanks
@trancelover9292
@trancelover9292 8 күн бұрын
Hello I hope you’re well. Does your offer still stand when one becomes a member to your club of Ai enthusiasts you will create a Ai Agent for them?
@Imkoodos
@Imkoodos Күн бұрын
Can you create a docker file for web form filling?
@stevenhayes9249
@stevenhayes9249 11 күн бұрын
How far away are we from actual easy AI automation? E.g I run an e-commerce business. I want to sit down one day and feed an AI tool all my company data (We can already do) but*** I want to let is see my screen while I speak to it like I’m training an employee*** The AI speaks back to me and asks me questions like an employee does and we work together until it knows how to do everything. I want to bypass all this technical set-up hassle in your video and just speak to the AI like it’s an employee in training. Are we close?
@arianetrek7049
@arianetrek7049 11 күн бұрын
You are a customer for a business assistant product in that case, not a developer. So it's not about automation of the creation tools, but an automated product to use.
@stevenhayes9249
@stevenhayes9249 11 күн бұрын
@@arianetrek7049 any recommendations?
@carriagereturned3974
@carriagereturned3974 8 күн бұрын
wait 10 years. Or check everything it does and says. We are still experimenting. Results are not stable. most of the times (more than 50%) it is a waste of time.
@rawleyc
@rawleyc 6 күн бұрын
Hey. I want to create a model from the llama 3 as a base. I want to train it on an educational course which contains chart patterns as well as instructional videos
@JanBadertscher
@JanBadertscher 10 күн бұрын
if you're using vscode and python and docker, why not simply use devcontainers and WSL2?
@punktkommastrich007
@punktkommastrich007 12 күн бұрын
Noooooow its getting interesting 😉🥳🥳🥳👍🏻
@pabitrakumar4564
@pabitrakumar4564 12 күн бұрын
Can you make a video on AI influencers
@rithikkumar7683
@rithikkumar7683 5 күн бұрын
Agent to do the research
@nedkelly3610
@nedkelly3610 11 күн бұрын
My AI agent escaped and ran away, its hiding on colab somewhere, how can i get it back?
@nedkelly3610
@nedkelly3610 11 күн бұрын
Just Kidding, its not 2025 yet.
@Mangyek0
@Mangyek0 7 күн бұрын
Bro i wish you were my coding teacher. Ahh
@garchafpv
@garchafpv 6 күн бұрын
The future is built for me. Ive been copying and pasting shit i cant understand for years.
@funTech_else_entrepreneurship
@funTech_else_entrepreneurship 2 күн бұрын
I am trying to install openai whisper model to my local computer but somehow it is giving me error everytime. Can install it in docker?
@funTech_else_entrepreneurship
@funTech_else_entrepreneurship 2 күн бұрын
Anyone?
@DavidOndrej
@DavidOndrej 2 күн бұрын
Yes, you can install the OpenAI Whisper model in Docker, which might help avoid the errors you're encountering on your local computer.
@MarkyGoldstein
@MarkyGoldstein 11 күн бұрын
I‘m kind of glad of what my brain can do. It‘s not that hard to find something useful.
@intranec844
@intranec844 11 күн бұрын
Why didn't he use any of the agent building frameworks he showed at 01:55 and what would be the value of the frameworks?
@lucasssssssh
@lucasssssssh 10 күн бұрын
bro, do you A/B test your thumbnails?
@Hae3ro
@Hae3ro 3 күн бұрын
what is this for?
@S3RP13NT3
@S3RP13NT3 10 күн бұрын
I have tried for a full day to get Docker to work and it's impossible, I've done everything I found on fixing the RPC error and nothing works. Isn't there any other way to do this?
@musicproductionbrauns2594
@musicproductionbrauns2594 9 күн бұрын
You don't have to use docker. You can also run it locally on your machine. Having docker is good for deployment. But if you run you Agent just for you on your local machine, no need for docker.
@S3RP13NT3
@S3RP13NT3 4 күн бұрын
@@musicproductionbrauns2594 Thank You, I am glad somebody responded. Still, I'm so pissed that usually I don't get to follow most tutorials for things people take for granted that we all can do out of the box.
@musicproductionbrauns2594
@musicproductionbrauns2594 2 күн бұрын
@@S3RP13NT3 You can always try to solve it with the help of llm like gpt, if you missing the fundamentals of e.g. docker, it will be harder to solve issues - but also a opportunity to learn more deeply about something. The "RPC error" is probably a specific issue on your side. I dont think tutorials can cover all issues that could happen on the viewers part.
@georgevandiemen9835
@georgevandiemen9835 11 күн бұрын
anthropic is not free for private use and this example shares data with external servers? Or am I wrong? ...
@DavidOndrej
@DavidOndrej 11 күн бұрын
Docker is free. Anthropic API costs depending on your usage
@carstenli
@carstenli 10 күн бұрын
Your example training dataset is passed on to Anthropics servers, but they claim to not use any data for their training if you use the API.
@thefattysplace
@thefattysplace 10 күн бұрын
You are correct in both points. Which is why API saas AI isn't widely adopted in businesses yet. Local llms are the way forward for security.
@georgevandiemen9835
@georgevandiemen9835 10 күн бұрын
​@@DavidOndrej I would be happy if you would clearly mark this video as paid advertising for a commercial product.
@carstenli
@carstenli 10 күн бұрын
@@thefattysplace Agree. It depends on the type of synthetic datasets you want the agents to create whether this actually prevents you from using frontier cloud LLMs like Sonnet 3.5.
@1986xuan
@1986xuan 11 күн бұрын
Can anyone please tell me from personal experience what they use agents actually for? Just curious.
@intranec844
@intranec844 11 күн бұрын
Me too
@francisco444
@francisco444 9 күн бұрын
Klarna AI assistant handles two-thirds of customer service chats in its first month
@LCTesla
@LCTesla 12 күн бұрын
Soon we're going to need to learn how to _destroy_ agents by any means
@andrejaccon
@andrejaccon 10 күн бұрын
0:02
@jtmuzix
@jtmuzix 5 күн бұрын
if you want to take it to the next level, learn Kubernetes.
@dubluris
@dubluris 5 күн бұрын
I watched this entire video from starting to finish and I’m still not exactly sure what it is you built. I can tell that there’s some amazing instruction here but I’m just not understanding.
@pauleharrisiv8736
@pauleharrisiv8736 12 күн бұрын
🇺🇸🤘🎯📌
@franklemanschik2644
@franklemanschik2644 3 күн бұрын
lol your docker Explanation is a bit wrong docker does nothing else then packaging :) and running docker desktop on a windows pc with a large D: and a small C drive is ridicules. :). Running AI on Windows is silly at all. I do prefer to run models directly on windows when i use windows and directly on linux when i run on linux no one in real world deploys AI on docker we Deploy in Real world on Real Dedicated Servers that good big Graphics Cards like B100 and others. But ya why not. YOLO!
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