Our thoughts on the future of digital innovation and the cloud.

 /  Invero

Copilot for Developers: How to Integrate AI into Your Apps and Services

Artificial intelligence (AI) is transforming the way we interact with technology and create solutions for various scenarios and challenges. AI can help developers build smarter, faster, and more engaging apps and services that can leverage natural language, computer vision, speech recognition, and other capabilities. But how can developers integrate AI into their projects without spending too much time and resources on coding, training, and deploying AI models?

One possible answer is to use copilots, a family of Microsoft products that allow developers to create and use AI-powered assistants that can interact with users through text or voice, and perform tasks and provide insights across different products and services. Copilot is based on natural language processing and large language models, such as GPT-3 and GPT-4, that can understand natural language queries and requests, and generate relevant and contextual responses.

Copilot is not just one product, but a family of products that cater to different scenarios and audiences. In this blog post, we will explore some of the copilot products that are designed for developers, and how they can help you integrate AI into your apps and services.

GitHub Copilot

GitHub Copilot is a copilot product that was introduced two years ago as a way to help developers write code faster and better. It is an AI-powered code completion tool that can suggest code snippets, complete functions, and even write entire blocks of code based on the context of your code and the intent of your project. GitHub Copilot is trained on billions of lines of code and can generate code in multiple programming languages, including Python, JavaScript, TypeScript, Java, C++.

With GitHub Copilot, developers can save time and effort by letting the AI generate code for common tasks and scenarios, and focus on the more creative and challenging aspects of their projects. GitHub Copilot can also help developers learn new programming languages and frameworks by providing relevant and contextual code suggestions and examples.

Microsoft Power Platform

Another copilot product that can help developers integrate AI into their apps and services is the Microsoft Power Platform. The Power Platform is a suite of tools and services that allow developers and non-developers alike to create custom business solutions using low-code and no-code approaches. The Power Platform includes tools such as Power Apps, Power Automate, Power BI, and Copilot Studio (formerly Power Virtual Agents), which can be used to create custom apps, automate workflows, analyze data, and build chatbots/copilots, respectively.

The Power Platform also includes AI Builder, a tool that allows developers to create and use custom AI models without writing any code. With AI Builder, developers can use pre-built AI models for common scenarios, such as sentiment analysis, language detection, and object detection, or create their own models with their own company’s data using a simple and intuitive interface. AI Builder models can be integrated into Power Apps, Power Automate, and Copilot Studio, allowing developers to add AI capabilities to their custom business solutions with ease.

Azure AI

For developers who need more control and flexibility over their AI models and deployments, Azure AI offers a range of tools and services that can help them integrate AI into their apps and services. Azure AI includes services such as Azure AI Services (a.k.a. Cognitive Services), Azure Machine Learning, and Azure AI Bot Service, which can be used to create, train, and deploy custom AI models, as well as build intelligent chatbots and virtual assistants.

Azure AI also includes tools and frameworks for developers who prefer to write their own code and use open-source libraries and frameworks, such as TensorFlow, PyTorch, and ONNX. With Azure AI, developers can leverage the power and scalability of the cloud to build, train, and deploy their AI models, and integrate them into their apps and services using APIs and SDKs.

In conclusion, copilots offer a range of products and tools that can help developers integrate AI into their apps and services, and create smarter, faster, and more engaging solutions for their users. Whether you are a seasoned developer or just starting out, Microsoft has something to offer that can help you leverage the power of AI and create amazing apps and services.

Invero offers a unique and comprehensive Copilot for Microsoft 365 Readiness Assessment that leverages software developed by Invero to uncover all data that has been overshared across your entire M365 tenant. To learn more about this offering, you can check out our listing on Microsoft’s AppSource marketplace.

This post covers just some of the content that was part of a broader episode of The Invero Show that did a deeper dive into Microsoft’s Copilots and Generative AI – Options, Licensing Models, Use Cases and Next Steps. You can watch the full episode by clicking the image below.