Groq API: Make your AI Applications Lighting Speed
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- čas přidán 2. 07. 2024
- 🚀 Dive into the world of real-time AI with our comprehensive guide on integrating Groq API using Python and JavaScript! In this tutorial, we'll take you through the exciting journey of creating a basic Python application, exploring the features of Groq API, and developing a user interface with Gradio. 🐍🔥
👨💻 What You'll Learn:
Introduction to Groq API: Understand the capabilities and high inference speed of Groq API for real-time AI applications.
Creating AI Applications: Step-by-step process to develop applications in Python and JavaScript, integrated with Groq.
Exploring Groq Playground: Discover how to utilize Groq's playground for instant AI model interactions.
User Interface with Gradio: Learn how to build a seamless user interface for your AI applications.
Performance Insights: Get insights into the lightning-fast performance of Groq API compared to traditional platforms.
It uses Mixtral or Llama 70B
If you like this video:
Tweet something positive or what you like about these tutorials on / @mervinpraison
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👇 CHECK OUT THE CODE AND RESOURCES BELOW 👇
🔗 Resources:
Patreon: / mervinpraison
Ko-fi: ko-fi.com/mervinpraison
Discord: / discord
Twitter / X : / mervinpraison
Code: mer.vin/2024/02/groq-api/
💡 Before You Start:
Subscribe to our channel for more AI tutorials and tips.
Hit the like button to help others find this guide.
Visit the Groq dashboard at console.groq.com to get started.
📌 Timestamps:
0:00 Introduction to Groq API
0:22 Getting Started with Groq API Integration
0:26 Building a Python Application
0:36 Creating a User Interface with Gradio
1:03 Exploring Groq Playground Features
1:46 Generating Your API Key
2:32 Integrating Groq with Python
3:53 Building a UI with Gradio
4:46 Integrating Groq with JavaScript
✅ Why Groq API?
Groq API stands out with its high inference speed, supporting real-time AI applications across multiple programming languages. The API's design to overcome LLMS bottlenecks, enhanced compute capacity, and easy integration process make it an ideal choice for developers looking to leverage the power of AI in their projects.
🔗 Follow Along: Make sure to check out the full video for a detailed walkthrough and see the Groq API in action.
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Not gonna lie. I absolutely love your content. I'd forgotten about Groq (since last week!). May be exactly what I'm looking for.
Thank you
Very clear explanation and hand on showcases, keep going dude!
Thank you
Can Grocery be used to augment and speed up CrewAI I wonder ?
Great video! Thank you for sharing :)
Could one do this for flutter / dart to update existing code from openai for chat gpt 3.5 turbo to groq for llama3 model? Obviously the api key needs to change, and the api url, and model name, but what else for parameter names, etc. would be required based on open ai vs groq api would also need adjusting?
Awesome !!
Groq api I have been using to use the mistral 8x7 and it is currently letting me use it for free , but until when it is free any idea ?
Also does using groq api for RAG of our documents expose our documents and their info to groq ? This may be a dumb question but just wanted to ask this as this is a very important question for me
Can i fine tune this model for my application? If yes how to do that?
your content and presentation is excellent ❤ ,
one thing the profile pic , i think you should make it more attractive, to make it easy to recognise in the notification section.
thanks bro for valuable content that you present ❤
Thank for the feedback.
I’ll try to put a dark background
Sir which hugginface model is best to take data from google scholar for research purposes ?
You don’t need a model to do that. You can use beautiful soup 4
Oh okie got it@@MervinPraison
Very well designed presentation. Thank you. Is there a way to create a rag application for PDF using Groq AI api ?
Yes you should be able to
@@MervinPraisoncould you please create a video of using Groq for RAG?
Connecting Groq to AutoGen works!
Super 👌
How do you connect groq with Ag?
Can this be used with our own fine tuned models?
No. Only Mixtral and Llama 70B
Ah that's a shame
Great video. What about memory?
Thank you. Memory works same as a Mixtral model and Llama 70B model
Wow
So kind of a cloud API for open source LLMs?
How much does it cost and what models does it support?
It costs far less than chatgpt
$0.27 per million token - reference Google
@@MervinPraison
But it supports only 2-3 LLMs
🤯🤯🤯🤯🤯🤯🤯🤯🤯🤯🤯🤯🤯
🙏
Sir any free stuff like this because groq seems paid one
First $5 I got it for free
Understood@@MervinPraison