How I Built This FAQ AI Solution
TLDR; This incredibly fast AI app:
- Uses a forward-caching architecture (FCA);
- Designed to identify the most important elements of a CustomGPT RAG solution;
- Prepositions answer content using a client-side emdeddings layer;
- Leverages answers provided in the corpus as well as GPT-generated answers.
The FCA makes it possible to rapidly recall information and generate responses instantly at the client layer without forcing every question-answer process to traverse the RAG infrasrtructure and associated LLM(s).
Creating applications that exhibit near-zero latency is not easy. With web protocols, servers, and all sorts of rendering challenges create a tension between display performance and practical implementation choices.
Read more about the making of CustomGPTurbo here.