AI for automatic content generation

Our client

Undisclosed

The challenge

Our client wanted to harness the power of generative AI to automatically create content with a user-friendly interface that seamlessly integrated with their software. They wanted a solution that would generate multiple content pieces in a predefined format, requiring only one input. The interface needed to be a low-cost web page with minimal expenses when not in use. Parsing AI-generated responses and converting them into a reliable, software-compatible format presented a significant challenge.

How we helped

We collaborated with the client to define the input and output requirements of the solution. Next, we developed an AWS environment leveraging Lambda, CodePipeline, CloudFront, API Gateway, and S3 to create a scalable, cost-effective infrastructure that used OpenAI API. We used Java for backend development and Handlebars.java for frontend implementation, ensuring a robust and efficient solution. We then built a custom web interface for easy user interaction and implemented rigorous testing and iterative improvements to ensure the robustness and reliability of AI-generated content.

Results

The client now has a powerful, automated content generation tool with a user-friendly web interface saving them countless hours by automating repetitive tasks. The solution generates multiple interconnected content pieces, including text and images, with a single prompt. We improved Lambda cold start optimization to reduce wait times for a better user experience. Robust linking and extensive testing ensure high-quality, accurate, and engaging content generation.

Next update with enriching basic ChatGPT model with client dataset and create more options for generating content.