Spring AI Advisor Chain: Request and Response Order Explained
Trace Spring AI advisor request and response order with a local recording model. Reproduce prompt changes, reverse response order, short-circuiting and exception paths in Spring AI 2.0.1.
Tag Spring AI
Spring AI RAG Debugging: When Retrieved Documents Do Not Reach the Model
Debug Spring AI RAG when retrieved documents do not reach the model. Trace source labels, filter replacement, empty results and prompt context with Java 17.
Spring AI Chat Memory: Stored Messages Missing from Model Requests
Trace how Spring AI loads chat memory into model requests, and reproduce common issues with conversation IDs, message windows, and failed-call retries.