Gemini

As explained in Generative AI in Action

Gemini is Google's multimodal AI model family for understanding and generating text, images, video, audio, and code.

Gemini is Google’s multimodal AI model for understanding text, images, video, audio, and code. It supports complex reasoning and code generation across multiple programming languages. section 2.1

Gemini’s role in the generative AI stack includes:

• Processing and combining multiple information types rather than operating only on text. section 2.1
• Supporting downstream specialization through fine-tuning or prompt engineering. section 2.1
• Serving as Google’s umbrella name for AI tools that replaced Google Bard and Duet AI. section 2.1

Enterprise access

Developers can access Gemini through Google Cloud and Google AI Studio; API access was described as being in private preview at publication time. section 2.7.1

Figure 2.1 Foundational model overview

Use the foundational-model overview to place Gemini among general-purpose models that can be adapted for downstream tasks. section 2.1

How Generative AI in Action covers it

How deep it goes

Explains capabilities, multimodality, branding, and adaptation options without detailing model internals or implementation mechanics.

Examples

Demonstrates text, code, images, video, and audio processing alongside mathematics, physics, reasoning, and programming tasks.

What you can do after

Evaluate/understand Gemini’s multimodal scope, adaptation paths, and Google Cloud or AI Studio availability.

How it connects

Connects Gemini with foundational models, PaLM, fine-tuning, prompt engineering, and Google AI Studio.

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Also explained in

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  Starting Data Analytics with Generative AI and PythonA family of Google's generative AI models capable of processing and generating text and, in some variants, other modalities.
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  AI for Everyday ITGemini is Google's family of generative AI models and assistants for processing and generating multimodal content.
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  WordPress Power Toolkit: Harness AI to build next-level websitesGemini is Google's generative artificial intelligence service for interacting with and producing content from natural-language prompts.
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  Software Testing with Generative AIGemini is a family of generative artificial-intelligence models and conversational services.
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  Data Analysis with LLMsGemini is Google's family of multimodal generative AI models for processing and generating content.
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  Build AI-Enhanced Web AppsA Google Gemini model is a multimodal generative AI model in Google's Gemini model family that can provide embedding or generation capabilities.

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Related concepts

• language modelkind of · A language model is a computational model that represents patterns in linguistic tokens to estimate sequence probabilities and predict or generate language from context.
• ChatGPTalternative to · ChatGPT is OpenAI’s conversational AI service, which lets users interact with generative AI models and related tools through natural-language prompts.
• multimodalkind of · A multimodal model is a model that processes, generates, or relates information represented in two or more data modalities, such as text, images, audio, or video.
• conversational aikind of · Conversational AI is artificial intelligence that enables software systems to interact with users through natural-language dialogue.

This explainer was generated by Manning's knowledge graph from the text of Generative AI in Action. The section links point to the parts of the book it draws on.