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Featured articles
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Gemma AI AI Homepage Announcements
Introducing Gemma 3: The Developer Guide
Gemma 3 is a new, advanced version of the Gemma open-model family featuring multimodality, longer context windows, and improved language capabilities, with various sizes and deployment options for developers to experiment.
](/en/introducing-gemma3/)[
Gemma AI AI Homepage Announcements Best Practices
Safer and Multimodal: Responsible AI with Gemma
ShieldGemma 2, built on Gemma 3, is a 4 billion parameter model that can be used as an input filter for vision language models or an output filter for image generation systems, and is designed to respond to a wide range of diverse and nuanced imagery.
](/en/safer-and-multimodal-responsible-ai-with-gemma/)[
Gemma AI Edge Mobile Web AI AI Homepage How-To Guides
Gemma 3 on mobile and web with Google AI Edge
Gemma 3 1B, a new small language model for mobile and web applications via Google AI Edge, is now available, with increased efficiency, improved performance, and offline availability.
](/en/gemma-3-on-mobile-and-web-with-google-ai-edge/)[
Gemini AI AI Homepage Announcements Industry Trends
Start building with Gemini 2.0 Flash and Flash-Lite
Gemini 2.0 Flash-Lite is now generally available in the Gemini API for production use in Google AI Studio and for enterprise customers on Vertex AI. 2.0 Flash-Lite offers improved performance over 1.5 Flash across reasoning, multimodal, math and factuality benchmarks. For projects that require long context windows, 2.0 Flash-Lite is an even more cost-effective solution, with simplified pricing for prompts more than 128K tokens.
](/en/start-building-with-the-gemini-2-0-flash-family/)[
Gemma AI AI Homepage Announcements Industry Trends
Introducing PaliGemma 2 mix: A vision-language model for multiple tasks
PaliGemma 2 mix, an upgraded vision-language model, is now available, offering capabilities like image captioning, OCR, and object detection in various sizes.
](/en/introducing-paligemma-2-mix/)
Latest blogs
MAR 13, 2025 / Gemini
[Unlocking bonus worlds with Gemini for the Google I/O puzzle
The Google I/O 2025 puzzle used the Gemini API to generate dynamic riddles for bonus worlds, enhancing player engagement and scalability. Here's what our developers learned on using the Gemini API effectively, including creativity, design, and implementation strategies.
](/en/unlocking-bonus-worlds-with-gemini-for-the-google-io-puzzle/)
MAR 12, 2025 / Gemma
[Introducing Gemma 3: The Developer Guide
Gemma 3 is a new, advanced version of the Gemma open-model family featuring multimodality, longer context windows, and improved language capabilities, with various sizes and deployment options for developers to experiment.
](/en/introducing-gemma3/)
MAR 12, 2025 / Cloud
[Leveraging BigQuery JSON for Optimized MongoDB Dataflow Pipelines
An enhancement to Google Cloud Dataflow templates for MongoDB Atlas enables direct integration of JSON data into BigQuery, eliminating complex data transformations, reducing operational costs, and enhancing query performance for users.
](/en/leveraging-bigquery-json-for-optimized-mongodb-dataflow-pipelines/)
Search
### AI
[See posts](/en/search/?technology_categories=AI)
[
#### Unlocking bonus worlds with Gemini for the Google I/O puzzle
](/en/unlocking-bonus-worlds-with-gemini-for-the-google-io-puzzle/)[
#### Experiment with Gemini 2.0 Flash native image generation
](/en/experiment-with-gemini-20-flash-native-image-generation/)[
#### Gemma 3 on mobile and web with Google AI Edge
](/en/gemma-3-on-mobile-and-web-with-google-ai-edge/)[
#### Introducing Gemma 3: The Developer Guide
](/en/introducing-gemma3/)[
#### Safer and Multimodal: Responsible AI with Gemma
](/en/safer-and-multimodal-responsible-ai-with-gemma/)[
#### State-of-the-art text embedding via the Gemini API
](/en/gemini-embedding-text-model-now-available-gemini-api/)[
#### Gemini 2.0 Deep Dive: Code Execution
](/en/gemini-20-deep-dive-code-execution/)[
#### CalCam: Transforming Food Tracking with the Gemini API
](/en/calcam-transforming-food-tracking-with-the-gemini-api/)[
#### Data Science Agent in Colab: The future of data analysis with Gemini
](/en/data-science-agent-in-colab-with-gemini/)
[See posts](/en/search/?technology_categories=AI)
### Mobile
[See posts](/en/search/?technology_categories=Mobile)
[
#### Celebrating Flutter’s “Production Era”
](/en/celebrating-flutters-production-era/)[
#### Learn to build and run AI powered apps at Firebase Demo Day ‘24
](/en/firebase-demo-day-24/)[
#### TensorFlow Lite is now LiteRT
](/en/tensorflow-lite-is-now-litert/)[
#### Indie Games Fund: Google Play’s $2m fund in Latin America is back
](/en/indie-games-fund-google-plays-2m-fund-in-latin-america-is-back/)[
#### Streamlining LLM Inference at the Edge with TFLite
](/en/streamlining-llm-inference-at-the-edge-with-tflite/)[
#### Model Explorer: Simplifying ML models for Edge devices
](/en/model-explorer-simplifying-ml-models-for-edge-devices/)[
#### AI Edge Torch Generative API for Custom LLMs on Device
](/en/ai-edge-torch-generative-api-for-custom-llms-on-device/)[
#### Everything you need to know about Google Wallet
](/en/everything-google-wallet-at-io-24/)[
#### Welcome India to the Google Wallet API
](/en/welcome-india-google-wallet-api/)
[See posts](/en/search/?technology_categories=Mobile)
### Web
[See posts](/en/search/?technology_categories=Web)
[
#### Building a better smart home
](/en/building-a-better-smart-home-expanding-access-for-developers-and-users/)[
#### Unlocking the Potential of Quantum Computing
](/en/unlocking-the-potential-of-quantum-computing-a-developers-guide-to-error-correction/)[
#### Sharing our latest differential privacy milestones and advancements
](/en/sharing-our-latest-differential-privacy-milestones-and-advancements/)[
#### Chrome on Android to support third-party autofill services natively
](/en/chrome-3p-autofill-services/)[
#### Save the date for Firebase Demo Day 2024!
](/en/save-the-date-for-firebase-demo-day-2024/)[
#### Want a smoother checkout with Google Pay? Configure your payment options!
](/en/configure-google-pay-payment-options/)[
#### Updates to the Google Photos APIs: Picker API launch and Library API changes
](/en/google-photos-picker-api-launch-and-library-api-updates/)[
#### How We Built Purrfect Code: A Puzzle Game for Developers
](/en/how-we-built-purrfect-code/)[
#### The power of Checks is now available to all Android and iOS Developers
](/en/checks-now-available-to-all-developers/)
[See posts](/en/search/?technology_categories=Web)
### Cloud
[See posts](/en/search/?technology_categories=Cloud)
[
#### Leveraging BigQuery JSON for Optimized MongoDB Dataflow Pipelines
](/en/leveraging-bigquery-json-for-optimized-mongodb-dataflow-pipelines/)[
#### Developer-focused sessions and talks at Google Cloud Next '25
](/en/developer-focused-sessions-and-talks-at-google-cloud-next-25/)[
#### Vertex AI RAG Engine: A developers tool
](/en/vertex-ai-rag-engine-a-developers-tool/)[
#### Build the future of home with Google Home APIs
](/en/build-the-future-of-home-with-google-home-apis/)[
#### Apigee API hub is now generally available
](/en/apigee-api-hub-is-now-generally-available/)[
#### Registration is Open for Google Cloud Next 2025
](/en/registration-is-open-for-google-cloud-next-2025/)[
#### Introducing Google Developer Program premium membership
](/en/introducing-the-google-developer-program-premium/)[
#### Inference with Gemma using Dataflow and vLLM
](/en/inference-with-gemma-using-dataflow-and-vllm/)[
#### Now in Developer Preview: Enhancing Chat with the Google Chat API
](/en/enhancing-chat-apps-with-the-google-chat-api/)
[See posts](/en/search/?technology_categories=Cloud)
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