Google has gained significant breakthroughs in the AI space. The most famous and powerful AI tool Google offering currently is Gemini which is an advanced AI assistant used to improve user interaction with the help of natural language processing and reasoning.
There are many other powerful tools designed by Google like Gemma, Vertex AI, Circle to search and many others to serve the needs of users in machine learning and application development. DeepMind Plays a significant role in the development and research of AI toots of the Google. Google DeepMind works with Google Brain to drive innovation in Artificial intelligence, Natural Language Processing, and Machine learning.
In this article, we will look at the top 5 AI tools offered by Google apart from Gemini which offers comprehensive solutions to users and developers.
Gemma:
Gemma is a lightweight open-source AI model which is developed by Google DeepMind for various applications in natural language processing and machine learning. Gemma is a versatile tool for developers who want to implement advanced AI capabilities into their applications. It utilises the same foundational model as Google Gemini but this is open source and tailored for broader accessibility.
Gemma includes various model sizes like 2B, 7B, 9B, and 27B parameters which are available in both pre-trained and instruction-based versions. It is compatible with various popular AI frameworks such as TensorFlow, PyTorch, and JAX.
Gemma competes with several notable AI models like Meta LLaMA 2, LLaMA 3, Mistral AI, Hugging Face’s Falcon and various others.
Vertex AI:
Vertex AI is a machine learning (ML) platform that lets you train and deploy ML models and AI applications, and customise large language models (LLMs) for use in your AI-powered applications.
It integrates various tools and services into a unified interface, allowing data scientists and machine learning engineers to work more efficiently. Users can choose between AutoML for no-code training or custom training for more control over the process. It supports popular frameworks like TensorFlow and PyTorch which makes it easier for organisations to migrate their existing models to the cloud.
Vertex AI faces various notable competitors like Amazon SageMaker, Microsoft Azure Machine Learning, IBM Watson Studio, Data Robot AI platform and various others.
Circle To Search:
Circle to Search is an innovative feature developed by Google for select Android devices that allows users to search for information directly from their screens without the need to switch apps. This function is particularly useful for quickly finding details about images, text, or videos that catch your attention.
Currently, Circle to Search is available only on Google Pixel devices from Pixel 6 onwards and selected premium smartphones like the Samsung Galaxy S24 series.
Google AI Studio:
Google AI Studio is designed to make AI development accessible, efficient and enjoyable for everyone. Google AI Studio is a user-friendly, web-based platform designed for developers to create and experiment with generative AI models. Google AI Studio is an Integrated Development Environment (IDE) that allows users to prototype and test AI models quickly.
The platform supports advanced models, like the Gemini series, which can handle large amounts of data (up to 2 million tokens). Google AI Studio connects seamlessly with other Google services, making it easier for developers to incorporate their projects into larger systems, like Google’s Vertex AI platform.
The platform can be used for various purposes like Chatbot creation, Content creation, and Data Analysis.
Google Document AI:
Google’s Document AI is a cloud-based platform that is designed to automate the processing of various document types and this can transform unstructured data into structured data. The service uses machine learning techniques like Optical Character Recognition (OCR), Natural language processing and image recognition to extract the information from documents.
Document AI works with other Google Cloud services such as BigQuery and Vertex Search to integrate and enhance data analytics capabilities.
Currently, Google AI document faces various notable competitors like Amazon Textract, Microsoft Azure Form Recognizer, Docsumo and various others.
The Bottom Line:
Google has established itself as a leader in the AI space and tries continuously to push the boundaries of innovation through tools like Gemini, Gemma, and Vertex AI. Google’s collection of tools revolutionises user engagement, increases productivity, and makes machine learning development simpler for developers and enterprises. The contribution of DeepMind and Google Brain makes Google’s position in advancing artificial intelligence, natural language processing, and machine learning more solid. As AI is continuously evolving, these tools by Google are ready to play a crucial role in further shaping the future of technology and empowering users worldwide.
