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Times Catalog > Blog > Tech > AI > Google Gemini: Everything you need to know about the generative AI models
AITech

Google Gemini: Everything you need to know about the generative AI models

Debra Massey
Last updated: December 13, 2024 1:37 pm
Debra Massey
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8 Min Read
Google Gemini: Everything you need to know about the generative AI models
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Google is making serious moves in the generative AI space with Gemini—its ambitious, next-gen suite of AI models, applications, and services. If you’ve been wondering what Gemini is, how it works, and how it measures up against rivals like OpenAI’s ChatGPT, Meta’s Llama, or Microsoft’s Copilot, this guide breaks it all down.

Contents
What Is Gemini?Multimodal SuperpowerGemini Apps vs. Gemini ModelsGemini Apps Features:Gemini Advanced: The Premium ExperienceKey Features:Gemini Across Google’s EcosystemWorkspace Integration:Chrome Browser:Maps & Meet:Gemini for DevelopersNew and Exciting Gemini FeaturesGemsLive Voice ChatsImage Generation with Imagen 3Gemini Nano: AI on Your DeviceWhere You’ll See Nano in Action:How Much Does Gemini Cost?What’s Next for Gemini?How Does Gemini Compare?

We’ll keep this page updated with the latest on Gemini as Google rolls out new models, features, and integrations. Let’s dive in!

What Is Gemini?

At its core, Gemini is Google’s flagship family of generative AI models developed by DeepMind and Google Research. Unlike its predecessor, LaMDA, which focused only on text, Gemini is natively multimodal, meaning it’s built to process and generate text, audio, images, video, and even code.

Gemini comes in four tiers tailored for different use cases:

  1. Gemini Ultra
  2. Gemini Pro
  3. Gemini Flash – A faster, distilled version of Pro, available in the Flash-8B variant for enhanced speed.
  4. Gemini Nano – Lightweight models (Nano-1 and Nano-2) designed to run directly on mobile devices, even offline.

Multimodal Superpower

Unlike other AI models, Gemini wasn’t trained solely on text but across diverse datasets, including audio, images, video, and multilingual content. This makes it uniquely suited for tasks like summarizing videos, analyzing images, writing code, and even solving physics problems step-by-step.

Heads-up: Google’s use of public data for AI training has raised ethical questions, especially for commercial applications. If you’re considering using Gemini for business, consult Google’s AI indemnification policies and proceed with caution.

Gemini Apps vs. Gemini Models

Gemini Apps (formerly known as Bard) are the user-facing interfaces—think of them as Google’s version of ChatGPT or Claude. These apps act as portals to interact with the Gemini models.

Google Gemini: Everything you need to know about the generative AI models
Image Credits: Google

Gemini Apps Features:

  • Available on web, Android, and iOS.
  • Accept inputs like text, images, PDFs, and soon videos.
  • Sync conversations across devices via your Google account.
  • Exclusive Android feature: A Gemini overlay that provides contextual answers based on what’s on your screen.

On the other hand, Gemini Models are the powerhouse behind the scenes. Businesses and developers can directly access these models via Google’s cloud platforms like Vertex AI and AI Studio.

Gemini Advanced: The Premium Experience

Google’s Gemini Advanced plan is a premium tier offering unparalleled capabilities for power users and businesses.

Google Gemini: Everything you need to know about the generative AI models
Image Credits: Google

Key Features:

  • Enhanced Context Window: Handle up to 750,000 words (about 1,500 pages), compared to the standard app’s 24,000 words.
  • Deep Research Mode: Generate detailed research briefs, step-by-step project plans, or even answer complex queries like designing a kitchen.
  • Integrated Code Execution: Run Python scripts and refine code directly in Gemini.
  • Custom Trip Planning: Generate tailored itineraries based on Gmail data, Google Search results, and Maps insights.
  • Memory Feature: Gemini can reference previous conversations to offer better context in ongoing chats.

Cost: The Google One AI Premium Plan starts at $20/month, giving users access to Gemini Advanced in Workspace apps like Gmail, Docs, Sheets, and Slides.

Gemini Across Google’s Ecosystem

Google is weaving Gemini into its entire product lineup, enhancing productivity and creativity.

Google Gemini: Everything you need to know about the generative AI models
Image Credits: Google

Workspace Integration:

  • Gmail & Docs: Write emails, summarize threads, refine content, and brainstorm ideas.
  • Slides: Create entire presentations or custom images with AI help.
  • Sheets: Automate data analysis and generate formulas.
  • Drive: Summarize files and folders for quick insights.

Chrome Browser:

Gemini powers a built-in AI writing assistant that drafts content or rewrites existing text based on the webpage you’re viewing.

Maps & Meet:

  • Maps: Summarize reviews and recommend city itineraries.
  • Meet: Translate captions in real time.

Gemini for Developers

Developers can leverage Gemini’s capabilities through Google’s platforms:

  1. Vertex AI & AI Studio: Access models like Gemini Pro and Flash to build custom solutions with tools for fine-tuning and safety controls.
  2. Code Assist: Gemini powers Google’s coding tools for developers, offering features like advanced code generation, bug reduction, and integration with third-party APIs.
  3. Context Caching: Store large datasets for faster and cheaper AI model queries.

New and Exciting Gemini Features

Gems

Think of Gems as custom AI chatbots. Users can create and share these specialized bots by simply describing what they want (e.g., “Be my running coach”), and Gemini does the rest.

Google Gemini: Everything you need to know about the generative AI models
Image Credits: Google

Live Voice Chats

Gemini Live enables real-time voice interactions. You can interrupt the AI mid-response, ask follow-up questions, or even use it as a personal coach to rehearse interviews or speeches.

Google Gemini: Everything you need to know about the generative AI models
Image Credits: Google

Image Generation with Imagen 3

Gemini includes Google’s Imagen 3 model for creating artwork and images. It’s more detailed, creative, and accurate than earlier versions, with fewer visual errors.

Google Gemini: Everything you need to know about the generative AI models
A sample from Imagen 3. Image Credits: Google

Gemini Nano: AI on Your Device

The Nano models are engineered to run directly on your phone, offering fast, offline functionality.

Where You’ll See Nano in Action:

  • Recorder App: Summarize audio recordings without internet access.
  • Gboard: Smart replies and messaging assistance.
  • Messages App: Craft texts in specific styles like “formal” or “lyrical.”
  • Accessibility Features: Describe objects for low-vision users with TalkBack.
Google Gemini: Everything you need to know about the generative AI models
Image Credits: Google

How Much Does Gemini Cost?

Gemini’s pricing depends on the model and usage:

  • Gemini Pro: Starting at $1.50 per 1M output tokens.
  • Gemini Flash: From $0.07 per 1M input tokens.
  • Nano: Included with supported devices.

Google also offers custom pricing for enterprise solutions and developer platforms.

What’s Next for Gemini?

Google is pushing Gemini into uncharted territory with Project Astra, a research initiative exploring real-time multimodal AI in apps and wearables. While still experimental, Astra shows a glimpse of what Gemini might offer in the future, from AR-powered smart glasses to even more powerful conversational agents.

How Does Gemini Compare?

While Gemini is packed with features and tightly integrated into Google’s ecosystem, it faces stiff competition:

  • OpenAI’s ChatGPT: Known for its versatility and plugins.
  • Meta’s Llama: Focused on open-source AI.
  • Microsoft Copilot: Seamlessly embedded into Office tools.

Gemini’s biggest strength lies in its multimodal design and integration across Google’s vast range of services.

Final Thoughts:
Google’s Gemini suite is a bold step forward in generative AI, offering groundbreaking features across multiple tiers. While the tech shows immense promise, users should remain mindful of its limitations and ethical considerations.

Stay tuned as Gemini evolves—this is just the beginning of a transformative journey in AI!

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