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  • 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.

    MongoDB-BigQuery
  • 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.

    Gemma 3
  • MAR 12, 2025 / Gemma

    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.

    SheildGemma2
  • MAR 12, 2025 / Gemini

    Experiment with Gemini 2.0 Flash native image generation

    The experimental native image generation feature of Gemini 2.0 Flash – allowing for the combination of text and images, conversational image editing, and leveraging real-world knowledge for contextual visuals – is now available for developers to test through Google AI Studio and the Gemini API.

    Gemini 2.0 Flash native image generation
  • MAR 07, 2025 / Gemini

    State-of-the-art text embedding via the Gemini API

    A new experimental Gemini Embedding text model, now available in the Gemini API, achieves top rankings on the Massive Text Embedding Benchmark (MTEB) leaderboard and offers expanded language support and high-dimensional embeddings.

    Gemini spark
  • MAR 03, 2025 / Gemini

    Data Science Agent in Colab: The future of data analysis with Gemini

    The Data Science Agent in Google Colab, powered by Gemini, can now generate complete, working notebooks from simple natural language descriptions, so developers can automate data analysis tasks, saving time to focus on deriving insights.

    Colab-Gemini-Data-meta-alt
  • FEB 25, 2025 / Gemini

    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.

    Flash Family
  • FEB 19, 2025 / Gemma

    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.

    Paligemma 2 Mix
  • FEB 06, 2025 / Gemini

    Imagen 3 arrives in the Gemini API

    Imagen 3 – now available in Google AI Studio and the Gemini API – offers developers state-of-the-art image generation with brighter, better-composed images in diverse styles, and simplified image generation through text prompts.

    Imagen 3 arrives in the Gemini API
  • FEB 05, 2025 / Gemini

    Gemini 2.0: Flash, Flash-Lite and Pro

    The Gemini 2.0 model family is seeing significant updates, including the release of Gemini 2.0 Flash, which is now production-ready and boasts higher rate limits, enhanced performance, and simplified pricing. Developers can also start testing an updated experimental version of Gemini 2.0 Pro today. Additionally, a new variant called Gemini 2.0 Flash-Lite, specifically designed for large-scale workloads, will be made available next week.

    Gemini 2.0 family expands for developers: Flash, Flash Lite and Pro