Give your LLM memory with a personal knowledge base

When working with LLMs I find myself needing to update or correct the model with information specific to my work environment. The in-house processes, bespoke systems, and tribal knowledge of how things work for our organization is just not something that the model has been trained on. After repeating myself a few too many times, I thought there might be a better way to give the model access to that knowledge in a scalable way that allows me to augment the LLMs training data with a personalized knowledge base specific to me. ...

August 17, 2026 · 5 min · Kevin Sookocheff