I’ve been using Cursor for general coding and it’s amazing, however, for developing AI application, I just learned this Lightening AI platform is the go-to default. Why Lightning AI is better choice for building AI applications:
- Comprehensive AI Development Platform: Lightning AI is specifically designed for building, training, and deploying AI models. It offers a full suite of tools for the entire AI development lifecycle.
- Built on PyTorch Lightning: Lightning AI is created by the team behind PyTorch Lightning, a popular deep learning framework. This means it’s optimized for AI and machine learning tasks.
- Scalability: Lightning AI allows you to scale from CPUs to GPUs easily, which is crucial for training large AI models.
- Integrated Tools: The platform provides natively integrated tools for various aspects of AI development, reducing the need to switch between different systems.
- Deployment Flexibility: You can build and deploy your AI tools on various platforms, including cloud, local GPU clusters, or Lightning AI’s own cloud.
- All-in-One Environment: Lightning AI Studios offers an environment for coding, prototyping, training, and deploying AI apps all in one place.
- Pre-built Studios: It offers pre-built studios to jumpstart various AI use cases, which can significantly speed up development.
- Enterprise Features: Lightning AI includes built-in privacy capabilities and is designed to handle enterprise-grade AI development needs.
The ability to leverage GPU and also multiple LLM models is great. At present, I am deploying agents to automate works, so this platform is ideal to use. The github page is here.
Down in the first page, there are demos on using CrewAI in Lightening AI platform to build up automated/robot stock analyst, agent to plan vacations and to automate hiring. Details of the codes on robot stock analyst will be cited below (tbd).