Surveying the landscape of AI tools

LLMOps platforms streamline the deployment, fine-tuning, and management of LLMs, providing essential tools for enhancing their performance and integration across various applications. Here is an explanation of these AI tools:

• LLMOps platforms: These platforms are specifically designed for LLM operations or are extensions of existing MLOps platforms. They facilitate tasks such as fine-tuning and versioning for LLMs.

  Here are some examples:

  • Cohere: This is known for its user-friendly interface and LLM deployment solution
  • GooseAI: This offers fine-tuning and deployment services for LLMs
  • Anthropic: This is focused on generative AI, Anthropic aims to build safe and useful LLMs
  • OpenAI: This offers pioneering research and development in LLMs
• Integration frameworks: These tools aid in developing LLM applications, such as document analyzers, code analyzers, and chatbots. They provide an interface for integrating LLMs into various applications.

  Notable...