Function Calling: Unlock the Power of AI in Your Apps

May 3, 2024
4 min

Estimated reading time: 5 minutes

Did you know that it is possible to supercharge your applications with the power of Artificial intelligence? In this article, we'll explore how Function Calling can open up a world of possibilities, from sending emails to accessing personal databases and fetching real-time data. Get ready to find out how to integrate AI in your projects and unlock the full potential of your creations.

Table of Contents

Limitations of LLM models
Defining Function Calling
GPTs
OpenAI API and wizards
Google Gemini
Anthropic Claude
Whatsapp example with Function Calling
Step by Step – Function Calling

Limitations of LLM models

Limitations of llm models for function calling

These models often face challenges in accessing up-to-date data, performing real-time queries, and performing specific actions. For example, the difficulty in accessing information such as the current weather in a certain city or the current currency exchange rate. Understanding these limitations is crucial to understanding the need to use functions to overcome such obstacles and unlock a wide range of possibilities in integrating AI into applications.

Defining Function Calling

image showing definition of function calling

Function Calling is the ability to call a function and manipulate structured data from natural language. For example, when sending text to GPT, it determines whether the question requires a function call. Then, an API is triggered to execute the function and return the response to the user. This allows the conversion of unstructured data into structured data, enabling the execution of specific functions.

GPTs

image showing gpts from chatgpt

Firstly, use a GPT from OpenAI (premium plan required) would be the easiest option to perform your functions, visually and using a tool and UI that we are already used to, such as chatGPT.

OpenAI API and wizards

image showing chatgpt API and assistants

Likewise, a second and third option would also be using the OpenAI ecosystem, as it also offers the ability to make API calls through chat completion, allowing data to be obtained through functions. Additionally, the platform offers the creation of personalized assistants, such as a travel advisor, providing a variety of functionalities similar to creating GPTs.

Google Gemini

google gemini interface

Likewise, Google Gemini also offers function execution, with explanatory videos available in the documentation to guide users on how to perform function calls. The platform follows a standard in the JSON file to pass the instructions necessary to execute the functions, providing a clear and standardized approach to using the available features.

Anthropic Claude

anthropic claude interface

Lastly, Claude from Anthropic is another tool that allows us to do function calling. In our training, we offer a detailed approach to how to use Anthropic Claude to unlock the potential of functions in a meaningful way.

Whatsapp example with Function Calling

example of an application with WhatsApp integrated with AI with calling function

So, a practical example of the power of enabling functions is the integration of WhatsApp with running functions in a personal database, such as a spreadsheet. Immediately after sending a question via WhatsApp, such as the amount spent on education in a given month, it is possible to activate an action to access and consult the database, providing relevant information. This integration is carried out through tools such as Make and Integromat, which allow the connection between applications and the activation of Function Calling effectively.

Step by Step – Function Calling

Finally, do you want to see a step-by-step guide with a detailed explanation of how function calling works and how it can help you in your application? Watch our full video on YouTube.

image showing a step by step of function calling

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AI Agents on WhatsApp: New Trend for 2025

The use of AI agents on WhatsApp is emerging as one of the biggest trends for 2025. This is because, with the advancement of technology, artificial intelligence (AI) tools have been gaining more and more space on various platforms. Therefore, AI agents on WhatsApp are the next big innovation in automated communication and, in addition, they offer a series of advantages for businesses and users. In this article, we will explore how these agents can transform the way we interact with customers as well as their applications in the near future.

What are AI Agents on WhatsApp?

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AI agents on WhatsApp automate conversations with users by answering their questions quickly and accurately. They also understand context while identifying users’ intent and providing appropriate responses using artificial intelligence.

The main advantage of AI agents on WhatsApp is their ability to provide personalized customer service without the need for human intervention. They can also perform a variety of functions, such as providing product information, making sales, and even resolving technical issues, all in real time.

The development of these agents is facilitated by tools such as Flutterflow, which allows you to create solutions in a simple way and without the need for extensive technical knowledge. This opens the door to a wider range of companies that want to integrate AI into their operations, but do not yet have a specialized technology team. In the future, the use of AI agents on WhatsApp is expected to become as common as the use of chatbots in other messaging apps.

How AI Agents on WhatsApp Can Have a Negative Impact?

While AI agents on WhatsApp offer significant benefits, their implementation also presents challenges and negative impacts that need to be considered. One of the negative aspects is the reliance on automated systems, which can result in impersonal and, in some cases, frustrating responses for users. AIs’ lack of empathy and understanding of emotional nuances can harm the customer experience, especially in complex situations.

Furthermore, inadequate implementation of AI agents on WhatsApp can lead to over-automation, making customers feel that the company is not providing the necessary attention. This can affect the brand image and reduce consumer trust. Therefore, it is essential that companies use Bubble to fine-tune AI agents to work more human-like and effectively. Companies should invest time in testing and improving automated communication to ensure it delivers the desired results without frustrating customers.

Benefits of AI Agents on WhatsApp for Businesses

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The adoption of AI agents on WhatsApp offers a number of benefits for companies looking to streamline their communication and customer service processes. Firstly, implementing AI can result in a significant reduction in operational costs, as it reduces the need for large support teams. AI agents can handle a much higher volume of interactions simultaneously, without needing breaks or rest, ensuring continuous and flawless service.

Additionally, AI agents on WhatsApp are able to provide instant customer service, which improves the customer experience. This is especially important for companies operating in high-demand markets, such as e-commerce, where quick responses can be a competitive advantage. Platforms such as Framer, which help in the development of NoCode solutions, offer the necessary tools to create interactive and personalized experiences with AI agents. This contributes to customer satisfaction and, consequently, to increased loyalty and sales.

How to create AI agents in Whatsapp using NoCode tools?

Creating AI agents on WhatsApp can be done simply and affordably using NoCode platforms like Make Integromat. These tools allow anyone, regardless of technical knowledge, to create AI solutions that work directly on WhatsApp. NoCode platforms offer an intuitive interface where you can drag and drop elements, define interactions, and integrate with other systems without writing a single line of code.

Additionally, courses such as flutterflow course and the free Bubble course are great options for those looking to deepen their knowledge of NoCode tools. These courses provide hands-on, in-depth training on how to create efficient and scalable solutions for businesses, including implementing AI agents on WhatsApp. Combining hands-on education with powerful platforms ensures that businesses can leverage AI effectively to better serve their customers and optimize their operations.

The Future of AI Agents on WhatsApp

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The future of AI agents on WhatsApp looks promising, as several innovations are expected in the coming years. AI will continue to evolve, becoming increasingly sophisticated and capable of handling more complex interactions. Thus, by 2025, agents are expected to not only answer simple questions, but also be able to conduct complex conversations, perform financial transactions, and and customize offers according to users’ preferences.

To keep up with this progress, companies will need to adapt to the changes and adopt the best AI tools available on the market. This includes investing in solutions that allow AI integration with various communication channels and e-commerce platforms, such as Xano Course.

Furthermore, the Bubble Communities and Flutterflow play a key role in bringing together professionals and enthusiasts who share knowledge and experiences on how to optimize the use of AI across different platforms.

Final Thoughts on AI Agents on WhatsApp

AI agents on WhatsApp are becoming a powerful trend for 2025, offering efficient solutions for businesses looking to improve communication with their customers. While there are still challenges related to the risk of over-automation, the benefits outweigh the drawbacks, especially when using the right tools.

Over time, these agents are expected to become increasingly intelligent, capable of performing complex tasks and offering an increasingly personalized customer service experience. If you are interested in learning more about how to use these tools and integrate AI into your business, be sure to check out the Youtube channel and the NoCode StartUp website, where you will find courses and tutorials on how to use the best AI tools to optimize your

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How to Prototype Websites with Figma

Introduction to Figma for Website Prototyping

When you use Figma to create website prototypes, you can create designs that simulate the user experience. This allows you to tweak the prototype and share it with your team for quick and effective feedback. Prototyping is therefore an essential step in validating ideas and improving the usability of your website before moving on to the development phase.

In Figma, designers can easily arrange design elements, allowing them to clearly visualize what the final layout will look like. Additionally, they can add interactivity, such as clicks and transitions, which creates a more realistic user experience. This makes it easy to create fast and effective prototypes, helping teams save time and resources in the design process.

Steps to start prototyping

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To create website prototypes with Figma, the first step is to plan the overall layout of your site. Define essential elements, such as headers, footers, and menus, and arrange them on the canvas. Once you have the basic structure in place, you can design the individual screens of your site, ensuring that navigation between them is intuitive and fluid. Figma provides a number of tools for aligning, distributing, and grouping elements so that your layout looks well organized.

The next step is to add interactivity to the prototypes. In this sense, Figma allows you to create links between different screens, simulating real-world website navigation. In addition, designers can create clickable areas on buttons, images, and other elements to make it easier to visualize how users will interact with the website. On the other hand, they can also fine-tune the interactions, adding smooth transitions or animations to make the prototype more dynamic and engaging.

Figma also facilitates real-time collaboration, allowing multiple team members to work together on the same prototype and provide instant feedback. This makes the design process more efficient, reducing the need for lengthy meetings or revisions. With Figma, you can access your prototypes from anywhere, at any time, making remote work and international collaboration easier.

Top features for website prototyping

Figma offers several features that facilitate the creation of website prototypes, making the process faster and more intuitive. In this context, among the main functionalities, the possibility of creating reusable components and integration with plugins that add extra functionalities stand out. In addition, designers create components, such as buttons, menus and icons, that can be reused in different parts of the prototype, ensuring consistency in the design.

Additionally, it allows the use of grids and guides to align website elements, which helps maintain aesthetics and visual balance. Designers use these features to create clean and professional designs, eliminating the need for external tools. Another important benefit is the support for interactive prototyping, allowing you to simulate complex website behaviors, such as drop-down menus and transition animations.

With Figma, you can export prototypes in multiple formats, making it easy to share with your team or clients. The tool also offers a free version with essential features, which allows you to start creating prototypes without any upfront costs. For those looking to expand its functionality, Figma also offers paid plans with additional features, such as creating design libraries and advanced version controls.

Integrating Figma with other development tools

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When prototyping websites with Figma, it may be necessary to integrate the design with other tools to continue developing the website. For example, designers can combine Figma with No-Code platforms like Flutterflow and Bubble to turn prototypes into functional websites without resorting to complex coding. These tools NoCode facilitate the development of websites from prototypes created in Figma, allowing you to quickly create interactive pages.

The use of Figma can also be complemented with other design platforms, such as web or framer, which offer specific functionality for creating interactive and dynamic prototypes. Integrating Figma with these tools can improve collaboration between design and development teams, making the process more agile and efficient. Figma's flexibility allows designers to create visually striking prototypes that can be easily converted into functional websites using other tools.

Another advantage of using Figma in conjunction with platforms like Make Integromat is the automation of design and development processes. These integrations allow you to create efficient workflows, saving time and effort in prototyping and deployment.

Testing and tweaking website prototypes with Figma

One of the main advantages of using Figma for website prototyping is the ability to test and tweak your designs before moving them into development. In Figma, you can share your prototypes with users and team members to get feedback and make quick adjustments. The interactivity of prototypes allows users to test the navigation and functionality of your site, providing valuable insights into its usability and user experience.

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Conclusion

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Creating website prototypes with Figma is a great way to plan and test a website design before implementing it. The platform offers a number of powerful features, from creating reusable components to integrating with development tools like Flutterflow, Bubble and Framer. By using Figma to create interactive prototypes, you can improve the efficiency of the design process and ensure a better experience for end users.

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Meet the benchmark marketplace: NoCodeMatch

Why NoCodeMatch is changing the game

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How NoCodeMatch Accelerates Innovation

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By bringing together a diverse range of technological resources, NoCodeMatch establishes an environment that promotes both efficiency and creativity. With this, it is able to leverage projects from small startups to large companies, proving to be a versatile solution for the most varied challenges of the current market.

Exclusive benefits for professionals

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For tech professionals, NoCodeMatch offers a showcase to showcase skills and build a relevant portfolio. Tools like Framer excel at creating impactful interfaces that increase user satisfaction and strengthen the solutions they develop. In addition, using these tools enables professionals to create unique experiences, increasing their value in the market.

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By providing access to global opportunities, NoCodeMatch also empowers professionals to explore projects in international markets, expanding not only their reach but also their view of technology trends. This globalized approach reinforces the platform’s relevance as a key connection point for the industry’s top talent.

A complete ecosystem for efficient solutions

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By integrating multiple modern tools like Weweb, NoCodeMatch ensures that teams can collaborate seamlessly and productively. This approach reduces risk and increases efficiency, enabling high-quality deliverables within challenging deadlines. Additionally, the platform’s structure makes project management easier, allowing teams to complete each step accurately and on time.

The marketplace organization is designed to minimize barriers and create optimal conditions for the success of ambitious projects. With expert support and robust technologies, NoCodeMatch ensures that each initiative reaches its full potential. In addition, the integration of tools allows for clear and efficient communication between teams, reducing misunderstandings and ensuring stronger results.

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Achieve results with NoCodeMatch

Whether you’re a developer or an entrepreneur, NoCodeMatch is the right choice for turning ideas into practical, scalable solutions. By combining tools like Make Integromat and cutting-edge technologies, the platform fosters collaborations that add real value. In addition, the support offered by the platform ensures that all projects are developed with a high standard of quality and innovation.

Make the most of the opportunities that NoCodeMatch offers to expand your skills, create innovative solutions and build a solid portfolio. Find out more about how NoCodeMatch can revolutionize your projects. Don't waste time: check out our explanatory video on the YouTube and visit the NoCode StartUp website to explore a universe of possibilities! With so many advantages, NoCodeMatch is ready to be your partner in all challenges and achievements.

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