The Ecosystem of LLM Tools and Frameworks
An exploration of the rich ecosystem of tools and frameworks available for large language models (LLMs) awaits you in this chapter. This exploration is crucial as it provides a detailed guide for selecting and integrating LLMs within existing tech stacks. We will offer a roadmap for navigating the selection of open source versus proprietary tools and comprehensively discuss how to integrate LLMs within existing tech stacks. The strategic role of cloud services in supporting NLP initiatives will also be unpacked.
In this chapter, we’re going to cover the following main topics:
- Surveying the landscape of AI tools
- Open source versus proprietary – choosing the right tools
- Integrating LLMs with existing software stacks
- The role of cloud providers in NLP
By the end of this chapter, you should be equipped with a nuanced understanding of the AI tooling landscape and be capable of discerning open source and...
