Tag Archives: App Development

Launching new #WeArePlay stories from India

Posted by Parul Tyagi, Developer Marketing

Every month, over 2.5 billion people visit Google Play to discover millions of apps and games, which are created by people with all sorts of backgrounds, who founded companies big and small.

#WeArePlay celebrates this community of people building apps and games businesses, with monthly spotlights of founders from across the world.

Last summer we went on a virtual tour of the USA, sharing stories from every state, and today we’re continuing our tour across the world with our next stop: India.

To kick us off, we are spotlighting 20 stories from across the country, with many more coming throughout the year.

Moving text reads #WeArePlay INDIA Discover now g.co/play/weareplay-india Google Play

First, we begin with Pramit from Gurugram, Haryana. He was climbing the corporate ladder when medication he was taking damaged his retina, therefore losing his vision. No longer able to read, he required help from friends and family to perform daily tasks. One day, when a friend was booking a driver for him, Pramit got the idea to create a tool that could function exactly like a virtual friend through voice-activated commands. Using his app Louie Voice Control, people can operate other apps using their voice, making technology infinitely more accessible for the visually impaired.

#WeArePlay Pramit Visioapps Technology Gurugram, Haryana g.co/play/weareplay-india Google Play

Next, meet Sourav and Gunjan from Kolkata, West Bengal. When Sourav and Gunjan had their son, they noticed how fascinated he was watching videos on their phones. This gave Gunjan the idea to provide meaningful screen time for him by making educational games for young children. Fast forward to today and they have 42 apps, including Yoga for Kids where youngsters follow along with simple yoga poses and unlock animated pets as rewards.

#WeArePlay Sourav & Gunjan Gunjanapps Studios Kolkata, West Bengal g.co/play/weareplay-india Google Play

Now onto Tejas from Rajkot, Gurajat. He was always determined to go his own way in life and pursue programming, rather than his family's construction business. After discovering how popular cooking games are, his company TheAppGuruz makes versions catered specifically for Asian audiences - with some full of Indian dishes and specialties. Now, Tejas and his team are developing more cooking simulation titles, as well as traditional board games for a global audience.

#WeArePlay Tejas TheAppGuruz Rajkot, Gujarat g.co/play/weareplay-india Google Play

And last but not least, Anshul and Rohan from Mumbai, Maharashtra. After bonding over their experiences in overcoming mental health struggles, they discovered they had the same goal: to create something in the mental wellness space. So they built Evolve - an app with guided meditations, breathing exercises and daily affirmations. During the pandemic, the pair realized the LGBTQ+ community was one of the most underserved in mental health support, so they adapted Evolve to meet their needs.

#WeArePlay Rohan &Anshul Evolve Mumbai, Maharashtra g.co/play/weareplay-india Google Play

Check out all the stories now at g.co/play/weareplay-india and stay tuned for even more coming soon.


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PaLM API & MakerSuite: an approachable way to start prototyping and building generative AI applications

Posted by Scott Huffman, Vice President, Engineering and Josh Woodward, Senior Director, Product Management

We’re seeing a new wave of generative AI applications that are transforming the way people interact with technology – from games and dialog agents to creative brainstorming and coding tools. At Google, we want to continue making AI accessible by empowering all developers to start building the next generation of applications with generative AI by providing easy-to-use APIs and tools.

Earlier today, we announced the PaLM API, a new developer offering that makes it easy and safe to experiment with Google’s large language models. Alongside the API, we’re releasing MakerSuite, a tool that lets developers start prototyping quickly and easily. We’ll be making these tools available to select developers through a Private Preview, and stay tuned for our waitlist soon.

Access Google’s large language models using the PaLM API

The PaLM API is a simple entry point for Google’s large language models, which can be used for a variety of applications. It will provide developers access to models that are optimized for multi-turn use cases, such as content generation and chat, and general purpose models that are optimized for use cases such as summarization, classification, and more. Starting today, we’re making an efficient model available in terms of size and capabilities, and we’ll add other models and sizes soon.

Start building quickly

We’ve spent the last several years building and deploying large language models—from bringing MUM to Search to exploring applications with LaMDA in the AI Test Kitchen. We learned a lot about generative AI development workflows and how fragmented they can be. Developers have to use different tools to accomplish tasks like crafting and iterating on a prompt, generating synthetic data, and tuning a custom model.

That’s why we’re releasing MakerSuite, a tool that simplifies this workflow. With MakerSuite, you’ll be able to iterate on prompts, augment your dataset with synthetic data, and easily tune custom models. When you’re ready to move to code, MakerSuite will let you export your prompt as code in your favorite languages and frameworks, like Python and Node.js.

Tune a model

Generative models offer developers powerful out-of-the-box functionality. But for specialized tasks, tuning leads to better results. Our tooling will enable developers to leverage parameter-efficient tuning techniques to create models customized to their use case. And with MakerSuite, you’ll be able to quickly test and iterate on your tuned model right in the browser.

Augment your dataset with synthetic data

High-quality data is crucial when developing with AI, and developers are often limited by the data they have. Our tooling will allow you to generate additional data based on a few examples, and then you’ll be able to manage and manipulate the data from there. This synthetic data can be used in various scenarios, such as tuning or evaluations.

Generate state of the art embeddings

We’ve been excited by the range of applications developers have found for embeddings, from semantic search to recommendations and classification. With embeddings generated through the PaLM API, developers will be able to build applications with their own data or on top of external data sources. Embeddings can also be used in downstream applications built with TensorFlow, Keras, JAX, and other open-source libraries.

Build responsibly and safely

We built our models according to Google’s AI Principles to give developers a responsible AI foundation to start from. We know that control is necessary so developers can define and enforce responsibility and safety in the context of their own applications. Our tools will give developers an easy way to test and adjust safety dimensions to best suit each unique application and use case.

Scale your generative AI application

These developer tools will make it easy to start prototyping and building generative AI applications, but when you need scale, we want to make sure you have the support you need. Google's infrastructure supports the PaLM API and MakerSuite, so you don’t have to worry about hosting or serving. For developers who want to scale their ideas and get enterprise-grade support, security and compliance, and service level agreement (SLA), they can go to Google Cloud Vertex AI and access the same models, along with a host of advanced capabilities such as enterprise search and conversation AI.

It’s an exciting time in AI for developers and we want to continue to make sure we build AI tools that help make your lives easier. We plan to onboard new developers, roll out new features, and make this technology available to the broader developer community soon. During this time, we’ll listen to feedback, learn, and improve these tools to meet developers where they are.

To stay updated on our progress, subscribe to the Google Developers newsletter.

#WeArePlay | Meet Ania from Canada. More stories from USA, Australia and Montenegro

Posted by Leticia Lago, Developer Marketing

This International Women’s Day, we’re dedicating our latest #WeArePlay stories to the inspirational women founders creating apps and games businesses on Google Play. Like Ania from Victoria in Canada, who is making mental health support more accessible worldwide.

When Ania was a student, she started experiencing debilitating panic attacks. Realizing there wasn’t much help readily available on mobile, she took it upon herself to do her own research and learn how to manage her anxiety. After feeling more confident again, she wanted to share what she had learned and help people, so began developing Rootd.

The app provides in-the-moment relief: with lessons to understand panic attacks, breathing exercises, and ways to make short-term and long-term changes to reduce anxiety. She is growing the app’s reach by expanding to different countries, with the hope it will eventually become one of the most widely used tools to overcome panic attacks in the world.

Celebrating more women founders

Alongside Ania, there are many other women founders doing incredible work in the apps and games space: like Bria from USA - founder of Honey B Games and creator of bubble tea game Boba Story, Lauren and Christina from Australia - co-founders of Lumi Interactive and their wellbeing app Kinder World: Cozy Plants, and Jelena from Montenegro - CEO of games studio 3Hills.

Check out their stories now at g.co/play/weareplay.


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#WeArePlay | Meet Ania from Canada. More stories from USA, Australia and Montenegro

Posted by Leticia Lago, Developer Marketing

This International Women’s Day, we’re dedicating our latest #WeArePlay stories to the inspirational women founders creating apps and games businesses on Google Play. Like Ania from Victoria in Canada, who is making mental health support more accessible worldwide.

When Ania was a student, she started experiencing debilitating panic attacks. Realizing there wasn’t much help readily available on mobile, she took it upon herself to do her own research and learn how to manage her anxiety. After feeling more confident again, she wanted to share what she had learned and help people, so began developing Rootd.

The app provides in-the-moment relief: with lessons to understand panic attacks, breathing exercises, and ways to make short-term and long-term changes to reduce anxiety. She is growing the app’s reach by expanding to different countries, with the hope it will eventually become one of the most widely used tools to overcome panic attacks in the world.

Celebrating more women founders

Alongside Ania, there are many other women founders doing incredible work in the apps and games space: like Bria from USA - founder of Honey B Games and creator of bubble tea game Boba Story, Lauren and Christina from Australia - co-founders of Lumi Interactive and their wellbeing app Kinder World: Cozy Plants, and Jelena from Montenegro - CEO of games studio 3Hills.

Check out their stories now at g.co/play/weareplay.


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#WeArePlay | Meet Valentin from Austria. More stories from Spain, Argentina and Azerbaijan

Posted by Leticia Lago, Developer MarketingIn our first batch of #WeArePlay stories for 2023, discover the inspiring app founders sharing their knowledge with millions around the world: from cooking up the best recipes, learning better ways to stay healthy, finding the best spots for photography or sharing tips to nail that next exam.

First, we begin with Valentin from Austria. With hotelier and restaurateur parents, Valentin grew up learning about the challenges of the hospitality sector. As he was a better programmer than a cook, he decided to not join the industry. But at 22 - whilst successfully working abroad - he felt his life was lacking purpose. Valentin went back to his hometown and, after hearing his parents had troubles with hiring, created a hospitality recruitment app with co-founders Tobias and Juan. When Covid hit however, Gronda transformed into a platform for chefs to share and monetize their recipes, inspiring other culinary lovers. Next, Gronda wants to help ambitious chefs worldwide unleash their full potential.
Next, a few more stories from around the world:
  • Clara runs a longevity clinic in rural Valencia where people learn to live a longer, healthier life. It’s powerful knowledge and she knew it could go far beyond her little village, so with husband Juan and his university friend David, they created their company Hearts Radiant. Their app, Rosita, gives seniors long term physical and mental health plans, some spanning ten years or more.
    #WeArePlay Juan Clara & David Rosita Longevity Cofrentes, Spain Google Play
  • When Noel from Argentina was traveling the world, he discovered he’d missed a beautiful viewing point in Italy. This gave him the idea for NoFilter - an app compiling the best photography spots around the world. Next, Noel wants to launch more features for customized trip planning and offer travelers options to go carbon neutral.
    #WeArePlay Noel Broda Noel Cordoba, Argentina Google Play
  • After a series of hackathons and coding all-nighters, top students Amiraslan and Orkhan launched Oxuyan (“scholar” in Azerbaijani), a platform for publishing exams and testing knowledge. Education had been a ticket to so much opportunity for Amiraslan, including studying abroad and traveling Europe, so his motivation was to make learning accessible to everyone.
    #WeArePlay Amiraslan & Orkhan Oxuyan Baku, Azerbaijan Google Play

    Check out all the stories now at g.co/play/weareplay and stay tuned for even more coming soon.


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#WeArePlay | Meet Valentin from Austria. More stories from Spain, Argentina and Azerbaijan

Posted by Leticia Lago, Developer Marketing

In our first batch of #WeArePlay stories for 2023, discover the inspiring app founders sharing their knowledge with millions around the world: from cooking up the best recipes, learning better ways to stay healthy, finding the best spots for photography or sharing tips to nail that next exam.

First, we begin with Valentin from Austria. With hotelier and restaurateur parents, Valentin grew up learning about the challenges of the hospitality sector. As he was a better programmer than a cook, he decided to not join the industry. But at 22 - whilst successfully working abroad - he felt his life was lacking purpose. Valentin went back to his hometown and, after hearing his parents had troubles with hiring, created a hospitality recruitment app with co-founders Tobias and Juan. When Covid hit however, Gronda transformed into a platform for chefs to share and monetize their recipes, inspiring other culinary lovers. Next, Gronda wants to help ambitious chefs worldwide unleash their full potential.
      

Next, a few more stories from around the world:

  • Clara runs a longevity clinic in rural Valencia where people learn to live a longer, healthier life. It’s powerful knowledge and she knew it could go far beyond her little village, so with husband Juan and his university friend David, they created their company Hearts Radiant. Their app, Rosita, gives seniors long term physical and mental health plans, some spanning ten years or more.

#WeArePlay Juan Clara & David Rosita Longevity Cofrentes, Spain Google Play

  • When Noel from Argentina was traveling the world, he discovered he’d missed a beautiful viewing point in Italy. This gave him the idea for NoFilter - an app compiling the best photography spots around the world. Next, Noel wants to launch more features for customized trip planning and offer travelers options to go carbon neutral.

      #WeArePlay Noel Broda Noel Cordoba, Argentina Google Play

    • After a series of hackathons and coding all-nighters, top students Amiraslan and Orkhan launched Oxuyan (“scholar” in Azerbaijani), a platform for publishing exams and testing knowledge. Education had been a ticket to so much opportunity for Amiraslan, including studying abroad and traveling Europe, so his motivation was to make learning accessible to everyone.


    #WeArePlay Amiraslan & Orkhan Oxuyan Baku, Azerbaijan Google Play

    Check out all the stories now at g.co/play/weareplay and stay tuned for even more coming soon.


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    Migrating from App Engine Users to Cloud Identity Platform (Module 21)

    Posted by Wesley Chun (@wescpy), Developer Advocate, Google Cloud

    The Serverless Migration Station series is aimed at helping developers modernize their apps running one of Google Cloud's serverless platforms. The preceding (Migration Module 20) video demonstrates how to add use of App Engine's Users service to a Python 2 App Engine sample app. Today's Module 21 video picks up from where that leaves off, migrating that usage to Cloud Identity Platform.
    How to migrate the App Engine Users to Cloud Identity Platform
    Moving away from proprietary App Engine bundled services like Users makes apps more portable, giving them enough flexibility to:

      Understanding the overall migration

      Overall, Module 21 features major changes to the Module 20 sample app, implementing a move from App Engine bundled services (NDB & Users) to standalone Cloud services (Cloud Datastore & Identity Platform). Identity Platform doesn't know anything about App Engine admins, so that must be built, requiring the use of the Cloud Resource Manager API. Apps dependent on Python 2 have additional required updates. Let's discuss in a bit more detail.

      Migration "parts"

      The following changes to the sample app are required:

      • Migrate from App Engine Users (server-side) to Cloud Identity Platform (client-side)
      • Migrate from App Engine NDB, the other bundled service used in Module 20, to Cloud NDB (requires use of the Cloud Datastore API)
      • Use the Cloud Resource Manager* (via its API) to fetch the Cloud project's IAM allow policy to collate the set of App Engine admin users for the app.
      • Use the Firebase Admin SDK to validate whether the user is an App Engine admin
      • Migrate from Python 2 to 3 (and possibly back to Python 2 [more on this below])
       
      *At the time of this writing, the Resource Manager documentation only features setup instructions for accessing the API from the lower-level Google APIs client library rather than the Resource Manager client library. To learn how to set up the latter, go to the Resource Manager client library documentation directly. The lower-level client library should only be used in circumstances when a Cloud client library doesn't exist or doesn't have the features your app needs. One such use case is Python 2, and we'll be covering that shortly.
       

        Move from App Engine bundled services to standalone Cloud services

        The NDB to Cloud NDB migration is identical to the Module 2 migration content, so it's not covered in-depth here in Module 21. The primary focus is on switching to Identity Platform to continue supporting user logins as well as implementing use of the Resource Manager and Firebase Admin SDK to build a proxy for recognizing App Engine admin users as provided by the Users service. Below is pseudocode implementing the key changes to the main application where new or updated lines of code are bolded:

        Table showing changes in code 'Before'(Module 20) and 'After'(Module 21)
        Migrating from App Engine Users to Cloud Identity Platform(click to enlarge)

        The key differences to note:

        1. The server-side Users service code vanishes from the main application, moving into the (client-side) web template (not shown here).
        2. Practically all of the new code in the Module 21 app above is for recognizing App Engine admin users. There are no changes to app operations or data models other than Cloud NDB requiring use of Python context managers to wrap all Datastore code (using Python with blocks).

        Complete versions of the app before and after the updates can be found in the Module 20 (Python 2) and Module 21 (Python 3) repo folders, respectively. In addition to the video, be sure to check out the Identity Platform documentation as well as the Module 21 codelab which leads you step-by-step through the migrations discussed.

        Aside from the necessary coding changes as well as moving from server-side to client-side, note that the Users service usage is covered by App Engine's pricing model while Identity Platform is an independent Cloud service billed by MAUs (monthly active users), so costs should be taken into account if migrating. More information can be found in the Identity Platform pricing documentation.

        Python 2 considerations

        With the sunset of Python 2, Java 8, PHP 5, and Go 1.11, by their respective communities, Google Cloud has assured users by expressing continued long-term support of these legacy App Engine runtimes, including maintaining the Python 2 runtime. So while there is no current requirement for users to migrate, developers themselves are expressing interest in updating their applications to the latest language releases.
        The primary Module 21 migration automatically includes a port from Python 2 to 3 as that's where most developers are headed. For those with dependencies requiring remaining on Python 2, some additional effort is required:


          The codelab covers this backport in-depth, so check out the specific section for Python 2 users if you're in this situation. If you don't want to think about it, just head to the repo for a working Python 2 version of the Module 21 app.

          Wrap-up

          Module 21 features migrations of App Engine bundled services to appropriate standalone Cloud services. While we recommend users modernize their App Engine apps by moving to the latest offerings from Google Cloud, these migrations are not required. In Fall 2021, the App Engine team extended support of many of the bundled services to 2nd generation runtimes (that have a 1st generation runtime), meaning you don't have to migrate to standalone services before porting your app to Python 3. You can continue using App Engine NDB and Users in Python 3 so long as you retrofit your code to access bundled services from next-generation runtimes. Then should you opt to migrate, you can do so on your own timeline.

          If you're using other App Engine legacy services be sure to check out the other Migration Modules in this series. All Serverless Migration Station content (codelabs, videos, source code [when available]) can be accessed at its open source repo. While our content initially focuses on Python users, the Cloud team is working on covering other language runtimes, so stay tuned. For additional video content, check out our broader Serverless Expeditions series.

          How to use the App Engine Users service (Module 20)

          Posted by Wesley Chun (@wescpy), Developer Advocate, Google Cloud


          Introduction and background

          The Serverless Migration Station video series and corresponding codelabs aim to help App Engine developers modernize their apps, whether it's upgrading language runtimes like from Python 2 to 3 and Java 8 to 17, or to move laterally to sister serverless platforms like Cloud Functions or Cloud Run. For developers who want more control, like being able to SSH into instances, Compute Engine VMs or GKE, our managed Kubernetes service, are also viable options.

          In order to consider moving App Engine apps to other compute services, developers must move their apps away from its original APIs (now referred to as legacy bundled services), either to Cloud standalone replacement or alternative 3rd-party services. Once no longer dependent on these proprietary services, apps become much more portable. Apps can stay on App Engine while upgrading to its 2nd-generation platform, or move to other compute platforms as listed above.

          Today's Migration Module 20 content focuses on helping developers refamiliarize themselves with App Engine's Users service, a user authentication system serving as a lightweight wrapper around Google Sign-In (now called Google Identity Services). The video and its corresponding codelab (self-paced, hands-on tutorial) demonstrate how to add use of the Users service to the sample baseline app from Module 1. After adding the Users service in Module 20, Module 21 follows, showing developers how to migrate that usage to Cloud Identity Platform.

          How to use the App Engine Users service

          Adding use of Users service


          The sample app's basic functionality consists of registering each page visit in Datastore and displaying the most recent visits. The Users service helps apps support user logins, App Engine administrative ("admin'") users. It also provides convenient functions for generating login/logout links and retrieving basic user information for logged-in users. Below is a screenshot of the modified app which now supports user logins via the user interface (UI):
          Sample app now supports user logins and App Engine admin users (click to enlarge) 
          Below is the pseudocode reflecting the changes made to support user logins for the sample app, including integrating the Users service and updating what shows up in the UI:
          • If the user is logged in, show their "nickname" (display name or email address) and display a Logout button. If the logged-in user is an App Engine app admin, also display an "admin" badge (between nickname and Logout button).
          • If the user is not logged in, display the username generically as "user", remove any admin badge, and display a Login button.
          Because the Users service is primarily a user-facing endeavor, the most significant changes take place in the UI, whereas the data model and core functionality of registering visits remain unchanged. The new support for user management primarily results in additional context to be rendered in the web template. New or altered code is bolded to highlight the updates.
          Table showing code 'Before'(Module 1) on left, and 'After' (Module 20) on the right
           Adding App Engine Users service usage to sample app (click to enlarge)

          Wrap-up


          Today's "migration" consists of adding usage of the App Engine Users service to support user management and recognize App Engine admin users, starting with the Module 1 baseline app and finishing with the Module 20 app. To get hands-on experience doing it yourself, try the codelab and follow along with the video. Then you'll be ready to upgrade to Identity Platform should you choose to do so.

          In Fall 2021, the App Engine team extended support of many of the bundled services to 2nd generation runtimes (that have a 1st generation runtime), meaning you are no longer required to migrate from the Users service to Identity Platform when porting your app to Python 3. You can continue using the Users service in your Python 3 app so long as you retrofit the code to access bundled services from next-generation runtimes.

          If you do want to move to Identity Platform, see the Module 21 content, including its codelab. All Serverless Migration Station content (codelabs, videos, and source code [when available]) are available at its open source repo. While we're initially focusing on Python users, the Cloud team is covering other runtimes soon, so stay tuned. Also check out other videos in the broader Serverless Expeditions series.

          #WeArePlay | The app co-founders helping people with speech disorders

          Posted by Leticia Lago, Developer Marketing

          Anshul, Meet, and Harsh became friends while living and working together. They never realised Meet used to stutter until he explained he taught himself speech therapy exercises to overcome the disorder. This motivated the trio to found their company Stamurai Speech Therapy, creating an app to help thousands of people just like Meet. Their inspirational story becomes our latest to be featured in #WeArePlay, our campaign celebrating the people behind apps and games around the world.

          "Stuttering had a huge impact on me since I was a kid”, explains Meet. “It affected my professional and personal life. I decided to look for help as it is not only a speech disorder, it is an emotional disorder as well”. 

          After hours of studying medical books and practicing therapies, he learned how to manage stuttering and grow his confidence to complete seemingly simple tasks which previously made him anxious. 

          “I avoided ordering my favorite food, going shopping and talking to strangers. These speech exercises allowed me to do things that seemed simple for some, but were a struggle to me".

          Meet, co-founder of Stamurai Speech Therapy

          They realized there was a gap in the market for people to easily find help to manage disorders like his. Having a background in coding for Android, they got to work and created their app Stamurai Stuttering Therapy on Google Play.

          Now available in 150 countries, they’re looking to the future as they begin working on adding more languages and more exercises. The positive impact the app is having spurs them on - "we like reading the reviews to see how the app has changed people's lives. Some are simply commenting they are now doing job interviews. This was something that could be a struggle for many".

          Check out all the stories now at g.co/play/weareplay and stay tuned for even more coming soon.


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          #WeArePlay | The app co-founders helping people with speech disorders

          Posted by Leticia Lago, Developer MarketingAnshul, Meet, and Harsh became friends while living and working together. They never realised Meet used to stutter until he explained he taught himself speech therapy exercises to overcome the disorder. This motivated the trio to found their company Stamurai Speech Therapy, creating an app to help thousands of people just like Meet. Their inspirational story becomes our latest to be featured in #WeArePlay, our campaign celebrating the people behind apps and games around the world.
          "Stuttering had a huge impact on me since I was a kid”, explains Meet. “It affected my professional and personal life. I decided to look for help as it is not only a speech disorder, it is an emotional disorder as well”. 

          After hours of studying medical books and practicing therapies, he learned how to manage stuttering and grow his confidence to complete seemingly simple tasks which previously made him anxious. 

          “I avoided ordering my favorite food, going shopping and talking to strangers. These speech exercises allowed me to do things that seemed simple for some, but were a struggle to me".
          Meet, co-founder of Stamurai Speech Therapy

          They realized there was a gap in the market for people to easily find help to manage disorders like his. Having a background in coding for Android, they got to work and created their app Stamurai Stuttering Therapy on Google Play.

          Now available in 150 countries, they’re looking to the future as they begin working on adding more languages and more exercises. The positive impact the app is having spurs them on - "we like reading the reviews to see how the app has changed people's lives. Some are simply commenting they are now doing job interviews. This was something that could be a struggle for many".

          Check out all the stories now at g.co/play/weareplay and stay tuned for even more coming soon.


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