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Generative AI: Berlin Tour
ARC123
Overview
In this lab you will learn the fundamentals of prompt engineering using Generative AI and Google Cloud. During the lab you will have access to a chatbot that will act as a
If you are new to Generative AI or looking for an overview of how to get started, you are in the right place. Read on to learn about the specifics of this lab and areas that you will get hands-on practice with.
In this lab learn use a chat application to interact and learn:
- The basics of prompt engineering
- Why context in relation to AI is important
- How to work with Generative AI
Prerequisites
Over the course of this lab the following elements are required:
- Vertex AI
- Generative AI models
Task 1. Access the Chat Application
Open the
From here you will be able to interact with a Generative AI model during the course of this lab.
The lab mimics a chat application interface to provide access to a generative ai model. Select a persona from the contacts list to initiate a discussion on a specified topic.
The application allows the user to perform interactions with the generative ai from Google Cloud. From here you will be able to sample the power of generative ai in a scenario reflecting real-world usage.
Task 2. Using Prompt Engineering
In this lab we will interact with a Generative AI model to discuss
Generative AI is a type of artificial intelligence that can be used to create new information, such as text, images, or music. This makes it a powerful tool for learning about
Generative AI can be used in a number of ways, including:
- Intelligent Chatbots for Conversation Practice: Generative AI-powered chatbots can mimic real conversations with native speakers. They can adapt to your skill level, offering targeted corrections and suggestions in real-time. This provides an immersive and low-stress environment to practice your speaking and listening skills.
- Customized Learning Paths: AI can analyze your strengths and weaknesses and suggest a personalized learning path. This might include grammar exercises, vocabulary lists, and reading passages tailored to your level and interests.
- Interactive Stories: Generative AI can create interactive narratives or role-playing scenarios where you engage with characters in a wide spectrum of situations. These stories can adapt based on your choices and language input, making you an active participant in a boundless world.
- Translating news or articles with AI assistance: Use AI to translate foreign language articles or other topics you are interested in. Compare the AI translation with the original for a deeper understanding of language structures and vocabulary in context.
Task 3. Context is Key
Generative AI Chat Bot needs context to answer questions. In the demo lab bot we have taken away some of its smarts to show the importance of context.
In the application we can put our questions to the AI model. To start, let's establish some basics around the importance of context relating to crafting questions.
- Click on the
persona
- Start by saying hello to the chat bot, enter the following text
- Let's start by asking a broad question to the AI
- Let's try a more specific question
- Let's try to test the chatbots breadth of knowledge
Amazingly, we have just set the context for our
Task 4. Improving knowledge
Now that we have learned the basics, let's improve our knowledge of
- Let's ask a general question about the topic
- Let's ask a specific question relating to an associated item
- Lets ask a linking question
- Let's ask a broader question
- Let's expand our query to generate some poetry
Great, it looks like you really know your stuff. Let's move onto the final assessment.
Task 5. Taking the Assessment
Finally, answer the assessment question based on
Click on the assess bottom navigation button to reveal the lab question. Select the correct answer to successfully complete the lab.
To successfully complete the lab assessment, each question presented must be answered correctly.
Click Check my progress to verify the objective.
Successfully complete the quiz assessment
Congratulations!
In just 30 minutes, you developed an understanding of Generative AI and the prompt engineering. You are now ready to take more labs.
What's next
- Try out other Google Cloud features for yourself. Have a look at our tutorials.
- Explore more Google Cloud solutions.
- Learn about the Firebase suite of products and services
Manual Last Updated May 16, 2024
Lab Last Tested May 16, 2024