Developing a generative AI involves expertise in technology and an understanding of the problem that has to be resolved. The steps required for building a powerful generative AI are:
![[Image: gen-ai2.jpg]](https://i.postimg.cc/qMS2TvPT/gen-ai2.jpg)
- Clearly Identify the problem and gather the data they replicate the content that you want to resolve and process the data to train the generative model.
- Select the right architecture according to your data implement it using your selected architecture and customize it.
- Train the generative model with the gathered data assess its performance and also fine-tune it if required.
- Deploy it in the environment and integrate it with the other elements of the solutions. Evaluate the performance and work on the feedback to improve productivity.
- Follow the regulations to safeguard the data and regularly maintain the solution to stay updated in the industry.