Summary
In this chapter, we delved into the new way of developing applications that LLMs have been paving, as we introduced the concept of the copilot and discussed the emergence of new AI orchestrators. Among those, we focused on three projects – LangChain, Haystack, and Semantic Kernel – and we examined their features, main components, and some criteria to decide which one to pick.
Once we have decided on the AI orchestrator, another pivotal step is to decide which LLM(s) we want to embed into our applications. In Chapter 3, Choosing an LLM for Your Application, we are going to see the most prominent LLMs on the market today – both proprietary and open-source – and understand some decision criteria to pick the proper models with respect to the application use cases.
