Building GenAI Powered Android Apps (By: Muhammad Hashir Rafique) - Google I/O Extended 2024

Talk by Muhammad Hashir Rafique (https://www.linkedin.com/in/hashirrafique/) at Google I/O Extended 2024 by GDG Lahore.

Transcript

1. Building GenAI Powered Android apps Leveraging Gemini in API in your Android apps Demo By Hashir Rafique LinkedIn: https://www.linkedin.com/in/hashirRafique/
2. About Myself •Senior Software Engineer at ExperLabs •Working from the past 5+ years in mobile app industry. •Expertise in both iOS and Android applications.
3. AI vs GenAI
4. AI vs GenAI • Conventional AI trained for specific inputs and outputs • Trained to perform logical as well as deduction based executions. • Conventional AI prediction based e.g. Predicting weather. • GenAI trained on modals with a wide variety of datasets. • Comes in handy to create content from a creative point of view. • GenAI used to create new content sometimes indistinguishable from human created content.
5. Google Gemini
6. Google Gemini • Google’s very own GenAI Model created with support multi-modal content generation i.e. images, texts, audio, videos etc. • Focused on generating content which resembles more to human created content to provide fluid interactions between human and AI. • Integration with google services to enhance user experience across google’s ecosystem, making life easier for their users. • Different Gemini API Models available
7. Gemini Use Cases
8. Gemini Use Cases • Instant Replies. • Rewrite given Texts from prompts. • Compose new Content from given points. • Summarise content. • Create a story or describe details from a given image. • Prompting Gemini to generate responses.
9. Examples • Google Messages • Pixel Recorder • Gemini in Android Studio
10. Integrating Gemini in an Android app
11. Integrating gemini to our app • 4 Simple Steps Create API Key from Google AI SDK Studio Include Google AI SDK dependencies in our code Integrate Gemini Pro to Kotlin Code Pass the prompt text to get the desired results.
12. GoogleAI SDK ClientID
13. Get GoogleAI SDK Client ID • Head over to https://aistudio.google.com/app/apikey • Generate a client ID against a new project or an existing one:
14. Add Project Dependency
15. Add Project Dependency • Add the SDK Dependency to your project in your build.gradle
16. Version Catalogs Use version catalogs for dependencies
17. Integrate Gemini Pro to Kotlin
18. Integrate Gemini API to Kotlin Initialize the modal by passing the API Key and Desired Modal:
19. Integrate Gemini API to Kotlin Generation Config to add limitation to the response
20. Integrate Gemini API to Kotlin Safety settings in modal generation
21. Integrate Gemini API to Kotlin Call the generate content method in a coroutine to generate results:
22. Integrate Gemini API to Kotlin We can also use the stream method to generate response in chunks
23. Gemini API Template
24. Gemini API Template in Android Studio • Generative AI Template in Android studio for beginners • Requires you to have your API Key • Adds all dependencies by itself • Generates the code for calling the modal API • Gives an initial code to practice prompting response from Gemini
25. Gemini API Template in Android Studio • Create a new Project • Select Gemini API Starter • Recommended to use newer target SDK version for better compatibility
26. Gemini API Template in Android Studio • Add your Google AI SDK API Key to continue
27. Gemini API Template in Android Studio
28. Feel Free to ask any Questions
29. Reachout to me on LinkedIn: https://www.linkedin.com/in/hashirRafique Thank You! “Don't just strive to make things better; strive to make things that matter. The future belongs to those who push boundaries and turn the impossible into reality.”