Kyler MiddletonJust dropped a new Building Better GenAI post:
Pre-Contextualizing Knowledge Base Results
We’re improving your RAG queries by adding a step before querying the knowledge base — using a model to standardize and extract structured data from user input. Think: turn IPs into CIDRs before hitting the KB.
It’s already improving answers in tools like NetBot (my “is it the network?” assistant). Works great when your data is structured but your users aren’t.
https://www.letsdodevops.com/p/building-better-genai-pre-contextualizing
