Joey, Vikram - this is spot on. At Vectara one of our goals is to simplify this process (at least for retrieval-augmented-generation) by exposing a simple API, and hiding all this complexity from the developer.
Adaptation of the applications to the domain specific verticals and portability across the LLM providers are going to be interesting trends. Open source models at lesser cost of enterprise model might be a trend to watch out for. Thanks for bringing some great insights in each of your article and enriching the readers.
Joey, Vikram - this is spot on. At Vectara one of our goals is to simplify this process (at least for retrieval-augmented-generation) by exposing a simple API, and hiding all this complexity from the developer.
Adaptation of the applications to the domain specific verticals and portability across the LLM providers are going to be interesting trends. Open source models at lesser cost of enterprise model might be a trend to watch out for. Thanks for bringing some great insights in each of your article and enriching the readers.