---Read File Tool for Retrieve Agent---

---Easy Config of system prompts---
    examples into prompts & better prompts

LMS CLI script to load multiple models and to make each model accept multiple inferences

context engineering, - only include vector hits that are x distance?

AI in the middle - make the ai generate the string for vector search

instruction tuned embeddings?

entity chunking & re-ranking

bredth vs depth = separate workflows

common model attributes - temp & top-k

QA specific embedding models? 

Evaluation metrics, how good is it doing? 
    rate my response!?