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DigitalBrainBase
เข้าร่วมเมื่อ 9 ส.ค. 2024
A community for people who want to create, control, and benefit from their own digital brain.
How to Host Powerful AI Models in the Cloud using Groq Cloud & OpenWebUI
Links to Get Started:
Groq Cloud: console.groq.com/playground
OpenAI API via Groq: api.groq.com/openai/v1
OpenWebUI: openwebui.com/
Curious about running large language models without a powerful GPU? In this video, I’ll show you exactly how to set up and use Groq Cloud with OpenWebUI, enabling you to access advanced language models like LLaMA 3 with up to 70 billion parameters-all from the cloud! This setup is perfect for those who want the capabilities of high-end models but don’t have a high-performance computer.
I’ll guide you step-by-step through the process of creating a Groq Cloud account, generating an API key, and linking it to OpenWebUI for seamless access. Once connected, you can select from various language, vision, and speech models and experience the impressive speed of Groq’s inference times. Groq Cloud provides a fast and easy solution for deploying large models, especially if you’re looking to experiment without investing in expensive hardware.
With Groq Cloud’s free tier, you can get started immediately at no cost. And if you need more access, Groq offers an affordable paid plan with expanded usage options. Whether you’re an enthusiast, developer, or researcher, this solution allows you to integrate advanced AI models directly into your projects without the hassle of managing large computational resources.
If you find this tutorial helpful, don’t forget to like, comment, and subscribe for more AI and tech content! Drop a comment below with any questions or suggestions for future topics-I’d love to help you get the most out of AI tools like these.
#GroqCloud #OpenWebUI #AI #MachineLearning #LanguageModels #LLaMA #ArtificialIntelligence #NoGPU #CloudAI #APITutorial #TechTutorial #AIModels #DeepLearning #LargeLanguageModels #NLP #AIforEveryone #TechTips #AICommunity #HighPerformanceComputing #InferenceSpeed #ModelHosting #APITools #AIFreeTier #AffordableAI #OpenAI #CloudComputing #TechEducation #AISetup #AIIntegration #AIResearch #MachineLearningModels #AITools #Grok #AIInnovation #CloudModels #LLMs #AIApplications #GPTAlternatives #NVIDIA #LowCostAI #BeginnerFriendlyAI #DataScience #CodingTutorial #APIDevelopment #PythonProgramming #ModelDeployment #AIInfrastructure #AdvancedAI #AIHacks #DigitalTransformation #FreeAI #AIExperiments #SmartComputing #AIPlatform #AIWorkflow #MachineLearningTutorial #AIFramework #ServerlessAI #EasyAISetup #CloudDeployment #TechExplained #NeuralNetworks #BigData #TechLearning #AIWithoutGPU #AICloudSolutions #FastInference #AIShowcase #AIProjects #RealTimeAI #AIEnthusiasts #AIUpdates #PowerfulAI #EfficientAI #AIModelAccess #ComputationalModels #CloudIntegration #AICommunityTips #DataModels #FutureOfAI #TechExplained #DevCommunity #AIForDevelopers #AI4All #AIResources #AffordableML #OpenSourceAI #MachineIntelligence #AIOnCloud #GroqAI #ScalableAI #AIService
Groq Cloud: console.groq.com/playground
OpenAI API via Groq: api.groq.com/openai/v1
OpenWebUI: openwebui.com/
Curious about running large language models without a powerful GPU? In this video, I’ll show you exactly how to set up and use Groq Cloud with OpenWebUI, enabling you to access advanced language models like LLaMA 3 with up to 70 billion parameters-all from the cloud! This setup is perfect for those who want the capabilities of high-end models but don’t have a high-performance computer.
I’ll guide you step-by-step through the process of creating a Groq Cloud account, generating an API key, and linking it to OpenWebUI for seamless access. Once connected, you can select from various language, vision, and speech models and experience the impressive speed of Groq’s inference times. Groq Cloud provides a fast and easy solution for deploying large models, especially if you’re looking to experiment without investing in expensive hardware.
With Groq Cloud’s free tier, you can get started immediately at no cost. And if you need more access, Groq offers an affordable paid plan with expanded usage options. Whether you’re an enthusiast, developer, or researcher, this solution allows you to integrate advanced AI models directly into your projects without the hassle of managing large computational resources.
If you find this tutorial helpful, don’t forget to like, comment, and subscribe for more AI and tech content! Drop a comment below with any questions or suggestions for future topics-I’d love to help you get the most out of AI tools like these.
#GroqCloud #OpenWebUI #AI #MachineLearning #LanguageModels #LLaMA #ArtificialIntelligence #NoGPU #CloudAI #APITutorial #TechTutorial #AIModels #DeepLearning #LargeLanguageModels #NLP #AIforEveryone #TechTips #AICommunity #HighPerformanceComputing #InferenceSpeed #ModelHosting #APITools #AIFreeTier #AffordableAI #OpenAI #CloudComputing #TechEducation #AISetup #AIIntegration #AIResearch #MachineLearningModels #AITools #Grok #AIInnovation #CloudModels #LLMs #AIApplications #GPTAlternatives #NVIDIA #LowCostAI #BeginnerFriendlyAI #DataScience #CodingTutorial #APIDevelopment #PythonProgramming #ModelDeployment #AIInfrastructure #AdvancedAI #AIHacks #DigitalTransformation #FreeAI #AIExperiments #SmartComputing #AIPlatform #AIWorkflow #MachineLearningTutorial #AIFramework #ServerlessAI #EasyAISetup #CloudDeployment #TechExplained #NeuralNetworks #BigData #TechLearning #AIWithoutGPU #AICloudSolutions #FastInference #AIShowcase #AIProjects #RealTimeAI #AIEnthusiasts #AIUpdates #PowerfulAI #EfficientAI #AIModelAccess #ComputationalModels #CloudIntegration #AICommunityTips #DataModels #FutureOfAI #TechExplained #DevCommunity #AIForDevelopers #AI4All #AIResources #AffordableML #OpenSourceAI #MachineIntelligence #AIOnCloud #GroqAI #ScalableAI #AIService
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Minimum specs?
CPU: Minimum: Modern processor with at least 4 cores. RAM: 7B Models: At least 8 GB. 13B Models: At least 16 GB. NVIDIA GPUs: Compute capability of at least 5.0. AMD GPUs: Supported for enhanced performance VRAM Requirements: 7B Models: 8 GB VRAM.
after installation process the model are not showing in my ui how to fix this ?
Hi vicky, you need to download a model. It’s under the admin settings and models section.
Your presentation is incredible in its simplicity. It foreshadows a future where we can choose to have an AI represent a human in negotiations with another human or AI, to resolve in your case job search, but it could also be labor disputes, as well as political disputes. Well done!
Thanks Louis!
Please which model is best for coding?
Clude Ai
@mesferalwaked3 do thay have an open source model?
Hey! CodeGemma 7b is a pretty good coding model : ollama.com/library/codegemma
The best small model right now is Qwen2.5-Coder by far. It is a 7b model that is a beast, it run anywhere at just 7b and is fast. There is a 33b version of it in the way, I hope that it comes just as awesome. If you want something bigger in local I don't know, I just go with Qwen2.5-Coder and if need something better I go with Claude, Qwen us so go that it is not even worthyfor me going with others at 30b and 70b is to big for my laptop.
@@lelouchlamperouge5910 thank you very much, just checked it out. What about the best image to code LLM? Do you know any?
amazing!
Thanks Maksyudin!
That’s really cool! The first bot you demoed was way different than the second bot you built and then demoed. What did you use for the prompt in your first bot?
I believe it was the same prompt. I was experimenting with different models. Let me double-check!
Very nice thanks
Thank you!
underrated video
Thanks!
Damn this channel is so underrated bro keep it up. you are doing great
Thank you, your support truly means a lot! :)
On Linux I‘ve been using nginx proxy manager. You can also use WireGuard VPN to connect to your home network. Thanks for the great videos. The one on using hugging face models with Ollama was especially helpful.
The documents button is no longer available either 😅
Hi! I’m updating this video, new one will be out by tomorrow! Thanks for letting me know!
Hello @nullnvoid7, the new video is out! th-cam.com/video/lqKapMX2GAI/w-d-xo.html
Hi, this video is already outdated. Could you please make another? They have removed the "scan" button
Hi! I’m updating this video, new one will be out by tomorrow! Thanks for letting me know!
Hi @christiand2426, I have updated the video to the new version of OpenWebUI here - th-cam.com/video/lqKapMX2GAI/w-d-xo.html
Thank you :-) please tell me how do I get the' Documents' and 'Prompt' Tabs on the left below Workspace
Hey @jakkalsvibes, You'd click on the "Workspace" first, and that'll take you to where you can access the Documents and Prompt tabs. Let me know if it works!
Thanks for the video. Web search on Open webui has been hit or miss for me. The models often complain that they can’t access the information even when the search results are pertinent.
It was not great for me at first as well, but if you change some of those admin settings and experiment with different models, the model results are quite decent.
⚠ Warning to everyone: This function can lead to arbitrary code execution on your system, which means it could allow 😈 attackers to run harmful code and potentially take control of your device 💻🖥. While it's good that this information is being shared and I found risk for my device through the usage of this kind of functions, please be cautious and avoid using functions like this. They pose a serious security risk and could make your system vulnerable to hacking. Stay safe and always ✅✅double-check the code you're running!
Good point Shashikant! Always be diligent in using functions and only use the ones vetted by OpenWebUi
Fully free?
Hi Serg yes I have been using Groq to do this for months and I haven't had to pay anything yet.
@@DigitalBrainBase wow, thanks a lot
Hi, thanks for sharing this video. Is it possible to create a ChatGPT alternative by simply adding Stripe to OpenWebUI with the OpenAI API? Or is it also necessary to develop user registration functionality, or is it already built into OpenWebUI? Thanks!
Hey serg, unfortunately the payment through OpenAI is directly through their website as far as I know. I'll let someone else comment if they know, but I don't think it's possible through OpenWebUI.
I notice you upload PDFs in the knowledge. Have you noticed info retrieval performance gaps between pdf, txt and md files?
Hi @fredkzk, To be honest, plain text files are going to be the simplest and fastest to process because they are just raw text without any formatting. My first preference would always be .txt files.
Lol nice. Would be nice if you shared links to the tools in the description. Thanks!
Hey, good call! Let me update the description ASAP!
hello.. alternative to eleven? free please
Hello Rocketbox9, Eleven has a bunch of free voices available. You could also look at voice-vector or Unreal Speech.
What about persistence between instances?!
Hi @pleabargain, Good call! I’ll be talking about that in a future video.
Why only 2 openai models in your list? I've got them all listed in there.
Hey Fred, Good observation! I only wanted two for the demo. I didn’t enable more.
Botanically speaking, a banana is both a berry... and a fruit. Surprisingly, eggplants, tomatoes and avocados are botanically classified as berries. But the popular strawberry is not a berry at all. Anyway.... good demo that made me learn abt Eleven Lab.
Hey Fred, Looks like we both taught each other something new! How did you like the Eleven Lab API?
@@DigitalBrainBase Haven't tried it yet. Considering it for AI coding assistance tutorial...
Good effort, keep it up
Thanks for the comment! If you have any questions or would suggestions for material you would like us to cover please let us know!
@@DigitalBrainBase I'm studying the deep use of functions and pipelines features for setting up a team of dynamically created agents. So any material abt that challenging feature would be welcome.
bro has never heard of an optical character reader
google lens can already do this for free why would you pay for chatgpt4o to do this
@@genericuser1454 correct!
That was a really helpful video. Thank you
@@Daniel_Lah Sure thing Daniel thanks for watching! Dave
When we use the open ai api for text interaction, whats the benefit from using their web version ( e for instance the free layer)?
Thanks for the comment Andre! The benefit is that on ChatGPT you can only use Open AI’s models and all the history, memory, etc generated when you use it is locked within chatgpt. When using Open WebUI you can still use Open AI’s models, but you can also use any of the many other models that are available including open source models that you can run 100% privately and securely on you computer without even having to g to be connected to the internet. So with Open WebUI you own the retrieval and storage/memory of your digital brain and can use any intelligence you want with it. with open ai they own it all and you can only use their intelligence. Does that answer your question? Thanks again Dave
@@DigitalBrainBase Thank you for your response! I understand the benefits of using the other models and being able to use it even offline, but as you also used an open ai model in the video I got curious if integrated with OpenWebui it would somehow be different from doing other ways to call open ai api directly. I guess it doesn't! Nevertheless, Open Web Ui is exactly what was looking for, thanks for this great tutorial!
@@andrehenriques2163 cool glad you liked it and yes nothing different that I can think of right now but I bet we discover some cool differences as we continue to dig in. Will come back here and reply if/when we do. Thanks again for the comment and the feedback.
The issue with hosting in cloud just needs a cors implementation…
Thanks for the comment! Beck is out on vacation but will discuss with him and revert when he gets back.
@@DigitalBrainBase I tried editing the code and all… I had some issues hosting it… can you guys do a tutorial on hosting and editing the code . Many people interested I am sure they will watch.
@@ACTFIREE Yes we are planning to do both looking for someone to help me create now.
@@DigitalBrainBase amazing can’t wait to watch
Ok Beck is back from vacation and I discussed with him this morning. We host everything on one virtual machine so this is not an issue. Apparently however Open WebUI just did a big update that may allow us to separate the front and backend and maintain security so we are looking into that now. Hope that helps! Dave
maybe it will be useful for the viewer if you create TH-cam short based on what you ask and explanations, memory = In the context of chat, memory refers to the previous chat history that is fed into the language model (LLM) during each conversation. This memory has a limit known as the context window. something like that might helpful for your audience, maybe. since non technical person will learn it one way or another.
Thanks for the Idea Ricky!
what about host it in proton server?
Hi Ricky thanks for the comment. I am not familiar with Proton Server specifically but you should be able to host Open WebUI wherever you can host a website. My developer set it up on Google Cloud and here are the steps that he followed: docs.google.com/document/d/1Iu1PYZ2gagN8boVXviZm_YDoVcw9heKdaZaY5gaCk9c/edit?usp=sharing Hope that helps let me know if you have any other questions or comments!
This was great Dave! thanks for sharing, please keep them coming, I subscribed and I will share 🙂 I have struggled finding good examples of the other functionalities: Models, Prompts, Documents, Tools, Functions and particularly Pipes which is advertised one of the more powerful features but nobody seems to know much about it unfortunately.
Thanks for watching and for the comment! My goal is to continue moving up the complexity curve in my own use of Open WebUI and sharing my learnings as I go. All of the areas you mentioned are on my list so stay tuned for more on those soon! 😃
great tutorial! Keep up the great work
@@jim02377 Thanks Jim!
Great video. Thanks for doing the review!