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Google's Prototyping language apps with Generative AI Studio

Here are some of the highlights from Google's AI Studio.

Author

Nardeep Singh
May 01, 2023

Using Generative AI Studio on Google Cloud ☁️. This platform allows you to quickly explore and customize generative AI models for various applications. By following these steps, you can experiment with new ideas 💡 and prototype applications in minutes ⏰ instead of months.

Step 1: Access Generative AI Studio 🎯

  1. Open Google Cloud Console 💻.

  2. Navigate to the Vertex AI section 🔍.

  3. Locate and click on Generative AI Studio 🖱️.

Step 2: Select the Type of Content 📚

  1. Choose the type of content you want to generate based on your use case 💼.

Step 3: Create a New Prompt ✍️

  1. Click on "New Prompt" to start experimenting with Large Language Models (LLMs) 🧠.

  2. Design your prompt by providing an instruction or using zero-shot prompting 🎨.

Step 4: Experiment with Few-Shot Prompting 🧪

  1. Provide a few examples for the model to learn from, using a structured prompt template 📝.

  2. Include a context to instruct how the model should respond, specifying words, topics, or response formats 🌐.

  3. Add examples and their corresponding answers to demonstrate the desired response from the model 🎓.

  4. Test your prompt by sending a new question or input 📩.

Step 5: Save Your Prompt 💾

  1. Save your designed prompt for future use or experimentation 🔖.

  2. Access your saved prompt in the Prompt Gallery, which is a collection of sample prompts for various use cases 🖼️.

Step 6: Experiment with Model Parameters ⚙️

  1. Choose the appropriate model based on your task 🎛️.

  2. Adjust temperature, top P, and top K parameters to control the randomness of responses 🌡️.

  3. Experiment with different degrees of randomness for more creative and unexpected responses 🎲.

Step 7: Explore Additional Features 🔍

  1. Discover other features of Generative AI Studio, such as vision capabilities 📷, chat 💬, and model tuning for further customization 🔧.

Conclusion: By following this comprehensive guide 📘, you will be able to set up Auto GPT using Generative AI Studio on Google Cloud 🌐. Remember, experimenting with prompts and model parameters is a core part of being a generative AI developer 💼. So don't be afraid to try different structures, formats, and examples to find what works best for your specific use case and model 🚀. Happy prototyping! 😃

Full Video here: