Educational content creation and tutoring
TEXT_INPUT:Ask the user to input a topic for the educational content.;;CHATGPT:Ask ChatGPT to provide a brief summary and key points related to the topic.;;TEXT_INPUT:Ask the user to input questions for a quiz on the topic.;;CHATGPT:Ask ChatGPT to generate answers to the quiz questions.;;DISPLAY_OUTPUT:Display the summary, key points, quiz questions, and answers to the user.
One application of generative AI models such as Language Models (LLMs) includes creating customized educational content. For example, OpenAI's GPT-3 can be trained to develop lesson plans or write study materials on different subjects based on the student's learning style and requirements. It can also hold interactive Q&A sessions, making the learning process more engaging.
Another application is tutoring in specific subjects such as math or science. An AI model can provide step by step solutions to complex problems or create quizzes to test the student's understanding.
Generative models can also transform abstract concepts into visual learning materials. For instance, AI-based image generators can create infographics, diagrams or illustrative videos, helping students in comprehending difficult topics.
Furthermore, these capabilities enable the development of AI-powered educational platforms that can offer personalized learning experiences, enhancing the effectiveness of education.
How to build with Clevis
This example of an AI application, built with Clevis, is an Educational Content Creator. The application works with a few straightforward steps following the guidance mentioned in its JSON configuration.
Firstly, it prompts the user to provide a specific topic for the educational content. This input is captured using the Text Input action.
Once the topic is provided, the app integrates ChatGPT, a large neural network from OpenAI, to provide a brief, yet concise summary, and key points associated with the topic. This is captured within the ChatGPT action.
In the next step, users are encouraged to input a set of questions that they might want to include in a quiz regarding the topic. This is again done through the Text Input action.
To generate the correct answers to the provided quiz questions, the app once again invokes the powers of ChatGPT in the following ChatGPT step.
Finally, in the Display Output step, the users are shown the educational content they have created. This includes a summary of the topic, the key points, the quiz questions, and their correct answers.
This is but one example of an application you could build using Clevis. You could also build similar or even more complex applications within the same area utilizing the capabilities of Clevis.