What's Htens AIspace?

作者: editor    时间: 2024年2月6日

Artificial intelligence (AI) has been used in applications throughout industry and academia. Similar to electricity or computers, AI serves as a general-purpose technology that has numerous applications. Its applications span language translation, image recognition, credit scoring, e-commerce and various other domains.

New trends and technologies are emerging that will further shape the future of AI in DevOps. These include the increased use of machine learning models to predict and optimize resource allocation, the development of more sophisticated AI-driven monitoring and alerting tools, and the integration of AI with other emerging technologies such as edge computing and serverless architectures.

Best practices for using AI in DevOps:

  • Start small and iterate

  • Involve the right stakeholders

  • Continuously evaluate and improve

  • Maintain transparency and accountability

  • Ensure data quality and security

  • Incorporate human oversight

Htens AIspace is just the practices to build an AI application with DevOps, it has the practical way to build and scale generative AI applications with foundation models, includes how to use machine learning models and building the application and exposing it to end users:

  • Define the problem that solving
  • Select or designing the AI model
  • Collect the data and choose the algorithm
  • Train AI model with data
  • Integrate the AI model
  • Test the application and deploy