Introducing Google's Gemini AI 1.5 Pro with New Powerful Features

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Nikhil-KhandelwalNikhil Khandelwal VP Engineering
LinkedIn|30 Apr 2024

Recently, Google officially announced the release of the Gemini 1.5 Pro version, and made the public preview available through the Gemini API to over 180 countries.  

With its 1M token context window, this advanced AI model surpasses previous limitations, and sets new benchmarks for AI capabilities. The AI chatbot is freely accessible to all users in the Google AI Studio. 

Fundamentally, Gemini 1.5 Pro underscores Google's dedication to pushing the limits of AI capabilities, delivering unparalleled advancements in performance, and efficiency. 

Several tech enthusiasts, developers, and users worldwide have awaited its arrival. Everyone can't wait to explore its latest features, and enhancements now that it is here. 

In this blog, we will explore the latest features, and enhancements of Google Gemini AI 1.5 Pro, and use cases.  

What is Gemini 1.5 Pro? 

A new addition to the Google Gemini era is Gemini 1.5 - An advanced multimodal AI chatbot with new powerful features from Google.  

According to Demis Hassabis, CEO of Google DeepMind, on behalf of the Gemini team, Gemini 1.5 delivers dramatically enhanced performance. It represents a significant change in our approach, leveraging research, and engineering innovations across nearly every aspects of our basic model development, and infrastructure.  

It makes Gemini 1.5 more efficient in training, and serving with a new Mixture-of-Experts (MoE) architecture.  

Unlike other AI chatbots, such as ChatGPT or Devin AI, Gemini 1.5 can process multiple data types, including text, image, audio, and video. In addition, it can also process different coding languages. 

You can also explore the overview of ChatGPT and other high interactive AI chatbot.   

In brief, it is a comprehensive business tool that users can utilize as an assistant. Gemini has the competence to function beyond the limitations of conventional AI tools. 

What Enhancements Does Gemini 1.5 Pro Offer?

What Enhancements Does Gemini 1.5 Pro Offer

Here are new features and improvements that Gemini 1.5 Pro version offer: 

Ultra-long Context Processing Capability 

Gemini 1.5 Pro can handle a maximum of 1 million tokens in a single instance. It's roughly equivalent to processing 800,000 Chinese characters or a substantial volume of data such as; 

  • 1 hour of video 
  • 11 hours of audio 
  • 30,000 lines of code

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It excels previous models like Gemini 1.0 (32k tokens), GPT-4 Turbo (128k tokens), Claude 2.1 (200k tokens), and other mainstream large language models. 

Advanced MoE Architecture 

Google Gemini 1.5 Pro uses a Transformer, and a mixture of expert MoE architecture. A traditional transformer acts as one large neural network, while MoE models include smaller expert neural networks.  

Based on input types, MoE models acquire the ability to selectively activate only the most relevant expert pathways within their neural network. It enhances the model's efficiency.  

Google has embraced, and advanced the MoE technique for deep learning via research like Sparsely-Gated MoE, GShard-Transformer, Switch-Transformer, M4, and others. 

The recent advancements in model architecture enable Gemini 1.5 to acquire proficiency in complex tasks while sustaining high quality rapidly.  

Performance Optimization and Stability Improvement 

Gemini 1.5 Pro surpasses 1.0 Pro in 87% of the benchmarks used to build large language models (LLMs). When compared to 1.0 Ultra on identical benchmarks, its performance is similar.  

The Gemini 1.5 Pro version maintains high performance levels even as its context window is enhanced. Thanks to its impressive "in-context learning" skills, it can quickly learn a new skill from information without needing additional fine-tuning.  

Enhance Safety 

As artificial intelligence gets more powerful daily, safety is one of the biggest concerns among users. Before its launch, Gemini 1.5 Pro underwent rigorous safety testing. Google conducted extensive evaluations to analyze potential AI risks, and built robust technologies to mitigate them.  

Multimodal Understanding 

Thanks to its capability to perform a wide range of tasks, the Gemini 1.5 AI model can process text, video, and audio single-handedly. This multimodal AI chatbot is exceptionally versatile, and adaptable. It can analyze, and understand complex, and sensitive commands.  

In brief, this AI model can be intricate and process different scenarios in seconds. 

Problem Solving Capabilities 

Gemini 1.5 is better than previous Google Gemini versions regarding problem-solving skills. This AI model can provide solutions, modifications, and explanations for several challenges, and issues. It can accurately understand different concepts of math, science, reasoning, and more.  

These features and enhancements of Gemini 1.5 Pro enable numerous developers, and AI enthusiasts to achieve optimal solutions for their tasks, and functions.  

Let's explore other additional, and new features of Google Gemini 1.5 Pro.  

New Features of Google Gemini 1.5 Pro

new-features-of-google-gemini-15-pro

#1 - Comprehending Audios 

After releasing the Gemini 1.5 Pro, Google is expanding the capabilities of Google AI Studio, and the Gemini API by introducing audio (voice) comprehension.  

In addition, 1.5 Pro can now analyze images (frames) and audio (voice) in videos uploaded to Google AI Studio. And they plan to release API support for this functionality soon.  

This feature holds significant potential that allows developers to leverage advanced audio processing. This multimodal AI chatbot can extract valuable information from user audio inputs. Users can ask for this extracted data in several output ways from Gemini.  

Gemini not only understands spoken words but also picks up on the tone, and mood in audio and even recognizes specific sounds, such as dogs barking or cars passing by.  

#2 - Identifying Videos 

Gemini 1.5 Pro can also identify uploaded videos or videos from external links, and generate meaningful information.  

It's quite a groundbreaking feature of Gemini 1.5 Pro, as analyzing videos from external links has been challenging for most LLMs. But, Gemini's capabilities prove to be otherwise.  

#3 - System Instructions 

Another amazing feature of Gemini 1.5 Pro is system instructions that allow users to guide the model's response. This means that users can completely control the nature, and type of response from Gemini. Users can get different kinds of answers specifically generated from several use cases, and preferences.  

#4 - JSON Mode and Function Calling Enhancements 

Users now have the option to direct the Gemini Model to produce JSON objects as output. The exciting features of Gemini 1.5 Pro enable structured data extraction from images or text. Users can upload pictures or videos, and request Gemini to convert the unstructured data into JSON objects.  

Google introduced Gemini's function-calling capabilities. So, users can now increase reliability by choosing modes that drive the model's outputs. They can select the function itself, the text or the function call.  

OpenAI's GPT-4 Turbo Vision model introduced similar JSON, and Function Calling capabilities. This feature enhances its utility for several developer-related tasks, and functions.  

#5 - Embedding Model with Improved Performance 

Google has launched their latest text-embedding model (text-integrating-preview-0409 in Vertex AI), also known as Gecko.  

This AI model outperforms several recognized models like Mistral-7b, and OpenAI's text-embedding-3- large-256 model on the MTEB benchmarks. MTEB (Massive Text Embedding Benchmarks) is a great metric for determining text embedding based on average word embeddings.  

#6 - New AI Threat Detection Tools 

The "Gemini in Threat Intelligence and top AI deepfake detector tools help businesses by providing threat research that identifies specific issues early on, with assistance from natural language prompts. 

Similar functions like Gemini in Security Operations, and Gemini in Security Command Center integrate the AI layer into their respective domains. These AI tools help businesses flag threats before suffering any harm due to them.  

These features are just the beginning of 1.5 Pro's evolution as a high-quality, and efficient LLM. Google has promised more enhancements in the future. 

Innovative Use Cases of Google Gemini 1.5 Pro 

Content Creation 

If you plan to write blogs, articles or video scripts, Gemini 1.5 is an excellent tool for content creators. Besides text, this AI model can help you compose music lines, poems, and images.  

Scientific Research 

Researchers can also use Google Gemini 1.5 Pro to identify scientific documents. This AI model processes text, tables, graphs, and figures. In addition, it can analyze, and understand deep, and complicated scientific research.  

Education 

This AI bot is also useful for students, and teachers in educating themselves. It can adapt to several learnings to provide personalized learning materials.  

Entertainment 

Gemini is also beneficial for the media & entertainment industry. It gives recommendations for music, books, movies, and more.  

Overall, the uses of Google Gemini 1.5 Pro are numerous. How you can use this AI chatbot completely depends on your creativity, and intelligence.

Gemini Advanced vs. 1.0 Pro vs. 1.5 Pro: What are the Differences?

If your main focus is conversational AI and general text generation, Gemini 1.0 Pro is the right choice. If you want groundbreaking levels of analysis, and understanding across different media types, considering Gemini 1.5 Pro's early access may be the way to go.  

Here's a side-by-side comparison of all Gemini versions from Google: 

Features 

Gemini Advanced 

Gemini 1.0 Pro 

Gemini 1.5 Pro 

Prime Model 

Gemini Ultra 1.0 

Earlier Gemini Model 

Advanced multimodal Gemini AI 

Key Strength  

Complex reasoning, creativity, and detailed instructions 

Conversational AI, information processing, and text generation 

Extensive information analysis, multimodal understanding and long context window 

Context Processing 

High 

Moderate 

Extermely high  

Multimodal Abilities 

Likely None 

Possibiliy limited 

Likely some or significant 

Availability 

Premium subscription, enterprise focus 

Standard within some Google products 

Research release, developers/enterprise initial focus 

 

How to Choose the Right Version of Google Gemini AI? 

Select Gemini Advanced if you need: 

  • Nuanced reasoning on complex issues within conversational formats. 
  • Highly creative text generation. 
  • Precision responses customized to detailed instructions. 

Select Gemini 1.5 Pro if your tasks include: 

  • Summarizing extensive text, documents, or codebases. 
  • Handling extremely long conversations, and remembering their details. 
  • Analyzing images, audio, or potentially video with your text interactions

googles-gemini-ai-15-pro-cta

How to Access Gemini 1.5 Pro Version? 

If you are excited to harness the advanced capabilities of Gemini 1.5 Pro, featuring its impressive million-token context window, follow these steps on how to use Gemini 1.5 Pro, and join the waitlist within Vertex AI. 

Requirements: 

  • Google Cloud Platform (GCP) Account: If you don't have a GCP account, create one already to use Vertex AI. 
  • Vertex AI Project: Create a project within Vertex AI to experiment with Gemini 1.5 Pro. 
  • Waitlist Availability: Access to Gemini 1.5 Pro's full 1-million token context capability is in private preview with limited availability. So, patience will be key! 

How to Join the Waitlist Application? 

  • Access Vertex AI: Navigate to the Vertex AI service from your GCP console. 
  • Locate AI Studio: "AI Studio" is listed on the Vertex AI navigation menu or dashboard. 
  • Join the Waitlist: Within AI Studio, there should be a clear indication or notification about the Gemini 1.5 Pro waitlist. Find this, and follow the application steps. 
  • Be Clear and Concise: Well-defined explanations and innovative use cases could potentially increase the priority list. 
  • Wait and Stay Informed: Google will handle approvals on a rolling basis.  

Remember, access is limited. Keep an eye on official Google AI blog posts or the Vertex AI documentation for program expansion updates. 

Gemini 1.5 Pro’s enhanced feature upgrades have tremendous potential to revolutionize the domain of Generative AI. Several users worldwide have waited for the arrival of these features, and now Gemini 1.5 Pro stands out as an AI-enabled chatbot for customer management in the AI market, which is leveraged by these enhancements. 

If you plan to integrate Gemini 1.5 Pro into your app, VLink is the right choice! 

googles-gemini-ai-15-pro-cta1

Hire Backend Developers for Gemini 1.5 Pro Integration with VLink! 

Unlock the potential of your mobile app in the Google Gemini AI era with VLink, your trusted partner in IT staff augmentation. We offer you access to experienced backend developers who can seamlessly integrate Google Gemini 1.5 Pro into your mobile app. 

Our streamlined hiring process, and extensive talent network ensure you can hire experienced backend developers within seven days. These experts are dedicated to providing a smooth integration process optimized for performance, and user engagement. 

Don’t let a lack of experts hold your business back. Hire our developers and take your mobile app to the next level in today's Google Gemini AI era.  

Contact us today to learn more about how our experts can elevate your business. 

FAQs
Frequently Asked Questions
How do you integrate an AI chatbot into your website?

To integrate AI chatbot into your website, choose a platform compatible with your site's technology stack, customize the bot's design, and functionality to align with your brand and objectives, and embed the provided code snippet into your website's HTML. 

Why should you Integrate Google Gemini into Your Mobile App?

Integrating Google Gemini AI into your mobile apps brings several benefits for businesses, such as enhanced app functionality, superior user interaction, better data insights, efficiency through automation, and future-proofing.  

Is Gemini 1.5 Pro better than ChatGPT?

The free version of Gemini uses Gemini 1.5 Pro to generate responses. Gemini provides better responses than ChatGPT-3.5, which powers the free version of ChatGPT.

How Google Gemini 1.5 Pro can help businesses?

Google Gemini 1.5 Pro can help businesses with coding faster, spotting biggest cybersecurity threats, processing audio files, and much more. 

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