Objective:
Ellogy.ai is a business focused on providing innovative solutions to address various operational challenges. The client sought to automate their business processes to enhance efficiency and streamline operations.
Ellogy.ai aimed to create a solution that would facilitate effective problem-solving for businesses. Their requirement was to develop an application that leveraged the capabilities of ChatGPT, an AI language model, to generate suggestions and create reports based on user descriptions.
Challenge:
One of the central challenges was integrating ChatGPT into the application seamlessly. The team needed to ensure that ChatGPT could effectively communicate with the application's chat interface and provide accurate and relevant suggestions based on user input. This involved understanding the intricacies of ChatGPT's API and integrating it using the LangChain.js library.
Developing a real-time interaction between the user and the AI-powered chatbot was crucial for the success of the application. Ensuring that user inputs were processed, and responses generated rapidly without lag or delay required careful consideration of the application's architecture and the responsiveness of the chat interface.
Solution:
Our team embarked on creating the solution from scratch. We utilized modern web development technologies such as React, Redux Toolkits, and Material UI to craft an intuitive and visually appealing interface. The integration of ChatGPT was a crucial aspect of the project. Our team encountered two major challenges: integrating ChatGPT into the system and generating UML diagrams using ChatGPT. To overcome these challenges, they employed the LangChain.js library for ChatGPT integration and integrated PlantUML's online service to facilitate diagram generation.
The development team consisted of:
- 2 Front-end Developers
- 1 Back-end Developer
- 1 QA
- 1 Team Lead
Technologies:
We’ve used the latest technologies and libraries such as:
- React,
- redux toolkits,
- material UI
- LangChain.js library
Results:
Through innovative use of AI and modern web development technologies, Ellogy.ai successfully created an application that harnessed the power of ChatGPT for automating business processes. It takes the development of business applications to the next level and is just the first step in the vision to transform IT organizations into cognitive, automated digital factories.
Ellogy.ai is the first fully adaptive, AI-powered Prompt (Text)-to-App platform with full flashed professional requirements engineering experience built on GenAI, designed to make the creation of business applications simple, accurate, and effective.
