Building Smarter Systems – Advanced LLM Integrations
LLMs, such as GPT-4, have exploded in capability. But simply using their basic text completion APIs only scratches the surface of their potential. Going beyond isolated generation allows LLMs to reason, research, converse, and take action.
Integrating LLMs into our existing tools and workflows is crucial for transforming these models from novelties into productivity powerhouses. In this chapter, we’ll explore advanced techniques to level up how you apply LLMs by connecting them to your tech stack.
This chapter provides a general overview of these topics. Covering them in deeper detail could require one or more books just on some of these topics.
The following topics will be covered in this chapter:
- Automating bulk prompting at scale using platforms such as Google Sheets, Zapier, and Make
- Building custom AI pipelines with developer tools such as LangChain, Flowise, and Langflow
- Leveraging diverse...
