Looking to develop an app using OpenAI’s API? Not sure how to proceed further?
Your search ends here.
Undoubtedly, OpenAI is a powerful tool for creating AI applications. Infact, more than 3 million people are already using DALL·E – OpenAI’s API to speed up the workflows. If you are the one who wants to leverage OpenAI’s API, you need to know the process to develop it.
Being a leading OpenAI app development services provider, we understand the nuances of building AI-based applications. To guide you further, we have drafted the steps to build your own advanced AI solution using ML models with the help of our experienced senior IT consultants.
Once you go through this guide, you will have in-depth knowledge about how to create an AI app using OpenAI’s API.
Let’s start with the steps.
Table of Contents
How to Create an AI App Using OpenAI’s API (5 Steps)
If you are looking to develop an AI-based app that understands human language in real-time, you need to follow the app development process. By developing this app, you can expect a streamlined customer experience and improved decision-making in your existing process.
Therefore, in this section, we are going to discuss 5 essential steps that will help you build an advanced AI app solution.
Research Your Idea for Developing an App Using OpenAI
When you think of how to create an app, you must do market research to identify trends, and customer problems, and understand the OpenAI pricing and revenue models in the AI app market. Brainstorm your idea and make a complete list of it.
Here’s what you can do to research and brainstorm to start with AI app development.
- Think about what problem you are going to solve with OpenAI. Knowing it will help you to know which OpenAI model suits your app and whether your AI app ideas of using OpenAI are viable or not.
- Go through the OpenAI models from the website, and understand the limitations and advantages of each model based on your app’s requirements.
- OpenAI’s website has several resources. Read it and know how to use them. Ensure to check the handful of information on your app idea and how to implement using OpenAI’s API.
- OpenAI’s models are available for use under certain terms and conditions. Be sure to read and understand these terms before using an OpenAI model in your app.
- Share your idea with peers, family members, and investors and get feedback on your idea. This helps you to know the value and viability of your app’s idea.
If you have an app idea but do not know how to proceed ahead with your app’s idea, we have even listed the questions which you can consider while researching your AI app idea.
- What is the purpose of your AI application and how will users benefit from it?
- Which OpenAI models are the best as per your application?
- Is there a market for your AI app, and does it have a good chance of succeeding there?
- What technical factors should you take into account when creating your app using the OpenAI API?
- What are the costs and advantages of using the OpenAI API in your application?
- What legal or moral considerations should you think about when creating an app?
Once you have all this information, you will understand how to shape your app in terms of functionalities, USP, and UI/UX.
Let’s understand with an example.
Here’re examples of two AI app solutions that are using OpenAI to provide a high-level customer experience and increase productivity.
OpenAI Gym: OpenAI Gym is an app that provides tools for developing and comparing learning algorithms. It includes a wide range of environments that allows users to train and test their algorithms using various environments.
Debuild.co: Debuild.co is one of the top GPT-3 powered apps that helps in developing web apps. It helps to generate SQL code and assemble an interface visually within one click. You can create an autonomous system for writing software.
Studying these examples will help you know what type of AI capabilities you want in your app solution.
Once you complete your market research, analyze the competitors. Know about the AI features your competitors have used, and the services they are providing and make a technical document for future reference.
Let’s understand more in detail in the 2nd step.
Perform Competitive Analysis for AI App Development With OpenAI
Understand the strengths and weaknesses of your competitors and find a gap where your competitors are lacking. List it and include it in your features. Listing the gaps will help you to recognize how you can enhance your app
But how to conduct a competitive analysis? Check out the below steps.
- Make a list of the products that offer similar services to your app’s idea.
- Check the information on your competitor’s product such as features, pricing, and target audience. Check the positive and negative feedback to know how your competitor’s product is performing in the market.
- Compare your app’s idea with your competitor in terms of features, functionalities, and USP.
- Identify how the app idea is unique to meet the needs of your target audience. Make a list of features your competitors’ products don’t have.
Based on the competitive analysis, redefine your app idea to differentiate yourself from competitors.
Look for the Features to Include in Your Custom OpenAI App
Once you complete the competitive analysis, you must evaluate the basic and advanced features you want to integrate into your AI app solution. Before deciding on the features, remember that customers always want the information right away and AI solutions deliver that with speed.
We have mentioned some of the features for you to include in your app. Refer to the below table and take references to customize your app accordingly.
Depending on the specific capabilities of the model, you can select features as per your requirements. We have listed some of the features that you can include in your app solution.
Features Description Language generation Generates original text or speech based on the data given. For instance, to create personalized email responses or social media posts. Image generation Creates custom graphics based on the input given. Uses OpenAI’s DALL-E model to generate original images. Predictive modeling Makes predictions based on the previous data. Autocomplete Uses OpenAI’s API to complete words used in text fields or search bars. Content generation Automatically generates content such as news articles, summaries, and product descriptions. API Integration Integrates your OpenAI app with other APIs to add more features. Analytics Tracks the app’s usage and collects data to improve over time.
Apart from these advanced features, you can also use other functionalities that will make your app unique and stand out from others.
Select Models From OpenAI’s API and Integrate Into Your App
To select the models and integrate them, you need to select the AI app development company.
- Choose an OpenAI model: As there are many different models like Codex, DALL.E, and GPT, app developers decide which is to be used in your app.
- Gets an API key: To work on the OpenAI model, the developer will get an API key after signing up on the OpenAI website.
- Integrates model into your app: Once the developer gets an API key, programming is initiated depending on language and technology as per the specific needs.
Hiring an app development company helps you to build an AI app solution as per your custom business requirements and within your budget. Once you get in touch with an experienced app development consulting company, your idea gets validated, you get suggestions, and you will even know the cost and timeline to build a chatbot for your business.
When looking for an AI app development company to help you create an app using OpenAI’s API, there are a few key things to consider:
- Check the company that has experience working with OpenAI’s API and has a track record of successfully creating apps that use the API.
- Creating an app that uses OpenAI’s API requires a deep understanding of machine learning and NLP concepts, so it’s important to choose an AI app development company that has experienced developers in the AI app industry.
- It’s important to choose a company that can develop an app that can adapt to the changing needs. You will need company or experienced developers who can scale the app as your user base grows.
When your app is designed, your AI app development goes through different milestones. Business logic, questionnaires, machine learning, and AI algorithms are integrated to your app as required. During the development phase, you get all the status and updates of your app development and you are in the loop throughout the app development process.
Test, Debug and Deploy Your App Developed With OpenAI’s API
Once it is developed, the QA team tests it. The team writes various test cases, does performance testing, and ensures that your AI app solution is bug-free and runs across various platforms.
The QA team ensures that your app handles all the errors that it encounters when making requests to the OpenAI API. For instance: If the app is using a text completion API, the QA team defines the test cases where the API returns unexpected results. Additionally, the testers will also determine how your app will behave when your app is used in the free version and out of OpenAI’s usage limits.
Once the QA team tests your AI solution and makes it 100% bug-free, an app development company will host your app on the server, app stores, or on the required channels like websites, apps, Facebook Messenger, CRM, and Google Calendar.
App development companies will use a cloud hosting provider such as AWS, GCP, or Azure to host your app and make it available to users. If it is a simple mobile app, the developers will deploy it on App Store and Play Store which will take 24 to 48 hours to make it available for users.
Make sure to test the app thoroughly before deploying it, so that you can be sure that it’s working correctly and won’t cause any issues for users. Once deployed, you need to ensure that you maintain your app, keep it updated, fix bugs, and add new features as and when required.
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How Much Does It Cost to Build a Custom AI App Solution Using OpenAI’s API?
The approximate cost to develop a simple AI app using OpenAI’s AI starts at $50000.
The cost of building a custom AI app solution using OpenAI’s API can vary depending on a number of factors, such as
- Complexity of the app
- Number of API calls required
- Resources needed to build and deploy it.
- UI/UX designs
- Features and functionalities you want to integrate
Moreover, access to the OpenAI API is based on usage and is measured by the number of API calls made per month. Each API has its own pricing, also OpenAI offers a free tier for each of its APIs, however, you need to pay for additional usage.
To know the exact app development cost for your project, get in touch with our senior and experienced tech consultant. We will discuss your requirements and help you with a custom quote for your unique AI solution.
Use this formula to calculate application development costs.
App Development Cost = Development Time x AI Developer’s Cost Per Hour
For instance, Let’s assume the hourly rate of an app developer is $50, and let’s suppose that app development hours are around 1000, then let’s calculate the cost as per the formula.
$50 developer rate per hour X 500 – 1000 development hours = $25,000 the cost of a chatbot app.
How Much Time Does it Take to Build an AI App?
The average time required to create a simple AI app based on OpenAI ranges from 5 to 6 months.
You even need to know that:
For a simple app that uses a single API and has a straightforward user interface, the development time may be relatively short, possibly a few days or a couple of weeks.
For a more complex app that uses multiple APIs and has a more complex user interface, or requires additional functionality, the development time may be much longer, possibly several weeks or even months.
Additionally, the time also depends on the readiness and availability of the data. As the model being used needs to be trained on a particular data, if you have the right data set it will make the development process smoother.
In general terms, it’s hard to give an exact time frame without more information about the specific requirements of the app.
However, breaking down the app into smaller components and working on them concurrently can speed up the development process. Also, using existing libraries, frameworks, and tools when building the app can help speed up the development process.
To know the exact timeline, you need to get in touch with a leading AI app development company like Space-O Technologies.
Tools and Technologies Used for Open AI App Development
We have described the tools and technologies that you can use for Open AI app development.
So now you know the technologies that can be used in this app. Let’s understand the benefits you get from developing this AI solution.
5 Benefits of Using OpenAI’s API for Your Business
By developing an AI app using Open AI’s API you can not only improve customer service but also foster trust in your brand. We have mentioned the top 5 benefits that you can get if you develop an AI solution using Open AI’s API.
Improves Decision Making and Automation
OpenAI’s API provides businesses with advanced AI algorithms for data analysis, which can be used to automate decision-making and provide new insights.
For example, a retail company can use OpenAI’s language model API to analyze customer feedback, identifying patterns and trends in customer complaints. This can inform decisions about how to improve customer service, by addressing the issues that customers most frequently complain about. By improving customer service, the business can reduce customer churn and increase revenue.
Streamlines Customer Service
OpenAI’s API can be used to build chatbot solutions, which can provide businesses with efficient and cost-effective customer service.
For example, a telecommunications company can use OpenAI’s language model API to build a chatbot that can answer customer inquiries about their services, such as billing, package details, and new offers, reducing wait times and improving customer satisfaction. Additionally, chatbots can be programmed to handle common customer queries which enable businesses to provide 24/7 customer service, further improving customers’ experience.
OpenAI’s API can be used to automate repetitive tasks, which can save businesses time and resources. For example, a financial institution can use OpenAI’s language model API to automatically summarize financial reports, freeing up analysts to focus on more important work such as risk analysis and investment strategy.
Using OpenAI’s API can lead to significant cost savings for businesses. OpenAI offers free-tier options and usage-based plans which can make it more affordable for businesses of all sizes to build and deploy AI apps. Additionally, the automation and efficiencies that can be achieved through the use of the OpenAI’s API can help businesses save money on labor costs, and improve their bottom line.
Provides Competitive Advantage
By incorporating OpenAI’s advanced AI technology into its products and services, businesses can gain a competitive advantage over their rivals. For example, a news organization can use OpenAI’s language model API to generate news articles and summaries faster and more in-depth than its competitors.
This can help to attract more readers and gain more ad revenue. Additionally, businesses can use OpenAI’s API to analyze data and get insights. This can help to make informed marketing and sales strategies, giving them a strategic edge over competitors who may not have the same level of access to data and insights.
Let’s further understand app development companies like Space-O Technologies can help to build the app solution.
How Space-O Technologies Can Help You to Build an AI App Using OpenAI’s API
Being one of the leading app development companies in the USA, Space-O has experience in developing AI solutions as per your requirements.Since the company has developed 4400 mobile app solutions, we know what goes into developing the app solution.
Having experienced consultants and developers, this app development agency has worked with leading enterprises and startups like Nike, SAINT-GOBAIN, and McAfee. In fact, one of the developed apps named Glovo got 30+ million installs and total funding of $ 1.2 billion. Also below are some of our recently developed AI-powered applications:
AI-powered Apps Developed by Space-O
AI Recruitment Software
GPT Vix is an AI recruitment software like Zoho Recruit built for a recruiting agency in the USA. We developed it using technologies like OpenAI’s ChatGPT for natural language processing, OpenAI’s Whisper for video-to-text conversion, and Synthesia for text-to-video generation.
AI-powered eCommerce Search Bot
eComChat is an eCommerce search bot like ChatGPT that utilizes OpenAI libraries and NLP algorithms to process user queries from a database of 20,000 eCommerce products. It eliminates zero search result queries and enhances product discovery, boosting the online store’s speed by 23%.
Image to Text App
ReadGenie is a reading assistant app that uses technologies like OCR and GPT 3.5 model to convert/extract images to text, summarize the main points, generate new content, and translate content to multiple languages.
If you have an app idea then book a consultation for developing an AI solution, we will study your idea’s feasibility, and provide you with a roadmap, and strategies to move ahead with the development.
Still have doubts, let’s understand and frequently asked questions about developing apps using OpenAI’s API.
Frequently Asked Questions About Developing Apps Using OpenAI’s API
Does OpenAI have an app?
No. OpenAI does not have a mobile app that can be downloaded from App Store or Play Store.
What kind of apps can be built using OpenAI’s API?
OpenAI’s API can be used to build a wide range of apps, such as
- Virtual assistants
- Language translation apps
- Text generation apps
- Image recognition apps
To make a feature-rich and advanced AI app, various APIs can be used to make a single app
Are there any limitations to using OpenAI’s API?
Like all technology, OpenAI’s API has some limitations, such as
- The number of requests that can be made per month which results in the issue of handling high traffic.
- Usage-based pricing results in unexpected costs. You need to check your budget if the usage exceeds the limits.
- AI models might not perform well, with certain types of data.
- Developing an app using OpenAI’s API requires a certain level of technical expertise, and businesses might need to invest in hiring or training developers with the necessary skills.
It’s important for developers to understand these limitations before building an app with the API.
Can OpenAI’s API be integrated with other platforms?
Yes, OpenAI’s API can be integrated with other platforms, such as mobile apps, websites, or other software. This allows developers to use the powerful AI capabilities provided by the API in conjunction with other technologies to build more advanced apps.
Is it possible to create a SaaS app solution using OpenAI?
Yes, using OpenAI’s public APIs, it is possible to create a SaaS app solution using OpenAI.
Are there any pre-trained models available for common tasks like language or image processing using OpenAI?
Yes, OpenAI has pre-trained models for a variety of tasks, such as natural language processing, image recognition, and text generation, which can be used to build apps more quickly and easily. Some of the models are
- GPT-3: A more powerful version of GPT-2 that can complete a wide range of language-based tasks and answer questions, write stories and generate code.
- DALL-E: An image generation model that can create original images from text descriptions, allowing businesses to generate new product images, or conceptualize designs for a website.
- Codex: Generates codes and explanations based on the text provided.
Which APIs are available in OpenAI?
OpenAI offers a variety of API endpoints that can be used to perform different natural language processing tasks, including
- Language Model API
- Text Generation API
- Translation API
- Summarization API
- Completion API
These are the main APIs available in OpenAI, OpenAI updates, and releases new APIs regularly, thus the list of API’s keeps on changing.
Ready to Develop an App Using OpenAI’s API?
In this blog, you have learned all the aspects of how to create an AI app using OpenAI’s API. But to make your chatbot platforms different from the other available solution, you need to have a unique idea for app development. Overall, OpenAI’s API is a powerful tool for building AI-powered apps and can help businesses improve decision-making, streamline customer service, increase efficiency, and gain a competitive advantage.
To leverage the advantage of OpenAI’s API, get in touch with Space-O Technologies. Book your consultation and we will revert you back in 24 hours.