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When ChatGPT came out at the end of 2022, It caused a huge surprise for millions of people around the world due to its capabilities. I experienced the rise of it firsthand: I have personally seen the reactions of people using it and have had numerous interactions with GPT. For some people, It may even sound surreal to build a game with ChatGPT without writing code, but it is possible now. In case you have never heard it before, ChatGPT is a super powerful AI tool created by OpenAI, a company founded in San Francisco in late 2015 by Sam Altman, Elon Musk, and others. You can take a look here to learn its capabilities briefly.

If you are a programmer, you have probably dreamt of being able to create amazing programs, without getting your hand so dirty and avoiding writing all the boring and repetitive code. This is what Github Copilot has been developed for. It is a powerful AI, that can help you generate code with only some non-code-related hints. Github Copilop is an AI assistant, that can automatically generate high-performance code, according to developers' necessities. The tool is mainly developed in Python ( 88,9%) and Ruby (11,1%).

The ML models or machine learning models have been widely implemented across various industries for a specific business purpose in recent years and this trend is expected to continue in the future as well. As a result of this, a new set of challenges come to the fore. For eg: ML models will have to be tracked regularly to ensure that model's performance doesn't dip, if the ML model is tightly coupled with the application then there are chances of application getting impacted due to frequent changes to the models or in some cases additional data such as transactional, sensor or log data are brought in to improve the model's performance. One logical way to handle such scenarios is by de-coupling the model from the application. In web development, various components are developed and built independently as services and each of these services interact with each other sharing the data in the defined format.