Introduction
Gone are the days when only a specialized team of technical experts could use AI models. Now, a new trend allows people to build an AI-powered app without writing code.
Whether you're a budding entrepreneur, a small business owner, or someone with a problem to solve, you can benefit from the power of AI. The introduction of "no-code" AI tools has opened up many opportunities. These tools often feature user-friendly interfaces and handy components, enabling users to build an app with AI with much less effort.
I'm going to show you how to create an AI app, where you don't need to write any code. You'll learn an overview of the development of AI, why it is good, why no code plays a constructive role here and how one can benefit from it. Let's get started!
Digging into No-Code AI App Development
The Development of AI and No-Code Tools
By 2024, AI technology has reached remarkable heights. Rapid advancements in AI have enabled developers and businesses to tap into its potential, to create innovative applications with ease. From recognition and prediction, to decision-making, AI offers unprecedented opportunities in app development. The application of AI, such as natural language processing, “search by image", ads recommendation, map navigation and more, greatly facilitate people's lives.
The recently popular generative AI, pre-trained language models such as ChatGPT, enable possibilities of content and idea generation. It transforms the expertise of specific fields into a handy encyclopedia or dictionary where asking accurate questions becomes the key to the treasury of knowledge. With technologies being more accessible to a broader range of individuals, such progress has revolutionised industries, including those with limited programming experience. Now, with the help of these AI services, one can use domain-specific models without in-depth machine learning knowledge, participating in the creation of great applications.
Over the years, with the ultimate goal to empower users with the ability to innovate, no-code tools become more mature and are gaining popularity in a growing market, empowering non-technical individuals with the ability to develop. They have evolved through multiple generations, reaching the third generation. The first generation of no-code provides programming convenience to professional developers. The second generation added functionality, plugins, and app ecosystems. The current generation engages domain experts in the development process, fostering a more collaborative environment.
In all, it's now an era for anyone with great ideas to shine, thanks to the power of AI and no-code app builders.
Benefits of No-Code AI App Development
In the past, learning to build an app used to be a time-consuming process. This used to include learning programming languages, writing code with simple logic, and actually building an app. Many people often struggle to move beyond the initial stages due to lengthy learning and coding. The challenges of debugging and error handling block their way as well. Some companies spend a significant amount of money hiring programmers, around $115,000 a year for one software developer in the US, while still easily encountering challenges due to communication and management issues, resulting in less-than-ideal outcomes. Ideas easily become outdated, and it usually takes long before the product finally shipped itself to the market with the original version. In addition, platforms present significant advantages in terms of cost and speed especially suitable for MVP development to verify the feasibility of ideas, with the effort of a small size development team.
No-code platforms are especially helpful for those with ideas that they wish to validate in the market but lack sufficient programming knowledge, time and/or money. Some no-code platforms already possess the ability to integrate with AI services. By properly utilizing such integration, creators can now unlock even more possibilities, building applications able to perform tasks that in the past only humans could. And they can do so in a timely and cost-effective fashion.
For anyone with an idea, using no-code tools to develop AI apps offers an efficient opportunity to dive into no-code app development, and explore and experiment with AI.
How to create an AI app with no code
Step 1. Let's Start with an Idea
To build a successful app, it's important to start with a good idea. There are a few things to think about when coming up with the initial idea. It should address a genuine problem or cater to a significant demand. Additionally, it is important to consider the feasibility of the technology. There are endless possibilities with AI-powered tools. With the recognition, prediction, and decision-making technologies as mentioned earlier, AI can be found in various fields such as content creation, autonomous driving, financial planning, medical diagnosis and agricultural management and more. Here are some ideas that might inspire you.
· AI writing assistants enable users to generate content such as emails, reports, and social media posts. They can also suggest relevant topics, provide outlines, and generate drafts.
· With the help of speech recognition, natural language processing, voice transformation algorithms and more, voice-changing software alters a person's real-time speaking voice to something completely different.
· Image generation tools allow users to generate images, videos, 3D objects, text effects, and more, by simply providing text-based descriptions or prompts. This is a great example of the application of computer vision, with which machines can process visual information and perform various tasks such as image classification, object detection, object tracking, and semantic segmentation.
Step 2: Choosing an AI Service
Then, it's time to choose the AI service.
AI services refer to a range of technologies and tools that provide ready-to-use AI capabilities. Developers can use the APIs these services offer, and integrate them into their apps. For instance, after the release of ChatGPT, people have developed a wide range of products using its API, in numerous fields like language learning, personalized planning, resume writing, and slide creation.
In addition to generic language models, other services like Amazon Rekognition and Google Cloud Vision provide image recognition capabilities, which can be essential when we want to build an app that can understand image inputs.
Step 3: Time to Pick a No-code Platform
Picking the right platform is crucial for making successful AI apps that meet the needs of your intended market. While this can be done with programmers writing code, no-code platforms enable faster completion. When choosing a platform. It's important to pick one that supports the following:
· Web app development
· Incorporated frontend and backend development
· Database management
· Security, testing, and deployment
· Maintenance and support for API integration.
One platform to consider is Momen. Momen stands out with its API integration, enabling the seamless incorporation of AI technology. Its integrated backend and AI-generated data models erase most mundane preparations, aiming to make web app development as effortless and efficient as possible. Users can jump right into development after watching basic tutorials, saving substantial time.
A Case Study: Momen's AI Avatar Generator
Finally, let's take a look at how to put what we've discussed into practice.
Here's a case app built with Momen. With this AI Avatar Generator, users can make their own unique avatars. After uploading a photo, users can choose from avatar styles like canny, MLSD (Maximum Likelihood Sequence Detection), pose, or scribble, together with eight different AI models to select. Then, they describe how they want their avatars to look, and the AI system creates a personalized avatar for each in as few as 10 seconds.
Momen simplifies the the process by providing:
· Drag-and-drop on an infinite canvas, as smooth as design tools like Figma.
· API support: Momen supports API integrations. In this case, the user integrates two APIs for submitting images and querying the generated results. Automatic analysis is available to join KEY and VALUE input in the Params together.
· AI-generated data model: Building a data model may require deep knowledge, but with Momen, users can simply use prompts to ask AI to generate the data models.
With Momen, you can build such an avatar generator within 5 days. You don't need to know how AI works or spend time learning how to start building such a generator from scratch using code.
Conclusion
Before starting your exciting project, let's recap what we mentioned in the example of building an AI-powered app with no code, Momen's AI Avatar Generator: It's a simple yet powerful way to make customized AI avatars leveraging recently developed third-party functionalities. Momen makes it possible to go on live within a week. You can create an avatar generator as well, or integrate such a generator as one of the features of a more complex project.
No-code platforms such as Momen allow for efficient implementation of AI ideas. By exploring all the features and possibilities they offer, you always could create a web app with your own hands.
Try Momen's AI Avatar Generator today! Then it's time to start creating with no-code today and see what you can do with such powerful tools like Momen.
About Momen
Momen is a no-code web app builder, that allows users to build fully-customizable web apps, marketplaces, Social Networks, AI Apps, Enterprise SaaS, and much more. You can iterate and refine your projects in real-time, ensuring a seamless creation process. Meanwhile, Momen offers powerful API integration capabilities, allowing you to connect your projects to the typical RESTful services you need. With Momen, you can bring your ideas to life and build remarkable digital solutions and get them to market faster than ever before.
