Artificial Intelligence is revolutionizing the entire world of work, and the field of data analysis, software development, and security is no different.
In this context, Gemini is seamlessly integrated into Google Cloud and can enhance anyone's capabilities by offering Artificial Intelligence support for solution design.
Not only text generation and optimal work management.
Google AI provides innovative tools for the entire team, aiding growth and task management through always-on support.
In this article we will see how Artificial Intelligence can help application development, operations, but also database management and migration, data analysis and visualization, and cybersecurity.
Gemini offers expert support at every stage of the software development cycle, providing a wide range of functionality. From code generation to source citation, through test coverage, design, API publishing, and even application migration and modernization, Gemini offers you a complete solution.
With Artificial Intelligence for Solution Development, technical teams can harness the power of natural language to quickly understand complex codes and APIs. The platform supports coding best practices, enabling them to generate unit tests efficiently.
Usually, upgrading legacy applications requires migrating and refactoring code from one language to another, operations that are costly both in terms of money and time. With Gemini, this complex process becomes fast and intuitive, accelerating application modernization and offering advanced support for code refactoring.
Now in fact you only need to open the chat directly in the development environment and write a simple message in natural language. The function will be automatically enrolled according to the new directions, allowing you to drastically reduce the time spent.
Thanks to Gemini's very high level of customization, it is now possible to perform business-specific knowledge integration based on proprietary libraries and code. This results in contextualized code suggestions that meet the specific needs of each business.
In addition to thisintegration is a key element in application development, especially as these rely on APIs and integration services to facilitate communications between different services.
By using Gemini with Apigee API Management and Application Integration, developers can easily design, create, and publish APIs, guided by intuitive prompts expressed in natural language.
With the ability to include specific directions and by optimizing integration, development teams have a powerful and flexible tool to address the most complex challenges in their applications, making the entire process more efficient and personalized.
Simplifying creation, securing configurations, and identifying issues in an application can be a time-consuming process. Artificial Intelligence by solution design stands as the answer to automate deployment, ensure proper application configuration, address challenges in a timely manner, and help create more secure and reliable software.
Gemini for Google Cloud aims to be a practical support for developers, operators, and SREs (Site Reliability Engineering) by providing tools for performance monitoring and rapid issue resolution through advanced monitoring and logging integrations. By identifying correlations within the application, AI eases the transition from receiving alerts to prompt problem resolution.
In services such as Cloud Monitoring, requests expressed in natural language are translated into PromQL queries to analyze time series metrics, such as CPU utilization over time.
In addition, Gemini provides intuitive explanations of complex log entries in Logs Explorer, simplifying root cause analysis and offering practical suggestions on how to address issues identified in Error Reporting.
With the support of a digital assistant such as Gemini, the crucial stages of development are efficient and accessible, helping to build robust, high-performing applications with a friendly and professional approach.
Not only software and application development, data and business analysts can optimize their analysis using Gemini's integration for BigQuery. This solution offers assistance in writing SQL and Python, simplifying data access and analysis.
Gemini generates complete functions and code blocks, automatically suggests code completion, and provides detailed explanations.The main focus is on understanding data and usage patterns, guiding users in formulating key questions for deeper analysis.
In addition, the power of Vertex AI directly in BigQuery, is also integrated.
With a single SQL statement, you can connect BigQuery tables to Vertex AI base models, customize prompts with data, perform text analysis, and generate new attributes to enrich the data model.This integration enables powerful semantic searches and recommendation queries with ease.
Intelligent Google Cloud support also integrates into Looker to help in analyzing data faster, allowing for concrete data-driven decisions.
Gemini for Looker enables conversational data analysis, automatic generation of presentations, intelligent report-based text summaries, use of natural language to create calculations and visualizations, and the ability to quickly generate LookML models.
Gemini also proves indispensable in database environments to increase developer efficiency. By combining with Cloud Spanner, you can easily generate code to organize, modify or explore data using natural language.
In addition, to facilitate database modernization, Gemini is integrated with the Database Migration Service (DMS).
With Google's AI for DMS, automation of database code conversion becomes easier, especially for those cases where traditional translation technologies are not sufficient. In a short time, it will be possible to use Gemini for DMS to easily migrate from Oracle to AlloyDB and from Oracle to Cloud SQL for PostgreSQL, making the data transition smoother and more accessible.
The digital assistant also supports security teams by helping prevent threats and streamlining workflows.
The AI integrates Chronicle Security Operations, Mandiant Threat Intelligence, and Security Command Center. The digital assistant can quickly summarize and classify threat information, translate complex natural language searches into queries, and suggest actions to solve problems.
This results in faster detection and response times, improving the productivity of overburdened security professionals.
Gemini is a revolutionary medium within Google Cloud. It manages to integrate the power of generative Artificial Intelligence with development, security and data analysis tools, reducing and speeding up the work time of all teams.
power2Cloud is Premium Partner Google Cloud, and thanks to the experience gained over the years it has managed to support hundreds of companies in adopting the most suitable solution. With the training and support of a multi-certified team attentive to your needs, we ensure that each team achieves its goals quickly and smoothly.
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