I am working on a simple RAG using Spring AI and my MQTT server project available here. I swear I had it working once but I didn't commit and now it isn't working again. Basically I think this issue is with the vectorstore. I say that because here
public void updateSmartHomeVectors() throws JsonProcessingException { String smartHomeJson = haNetworkCache.getSmartHomeJson(); List<Document> documents = tokenizeSmartHomeStatus(smartHomeJson); vectorStore.add(documents); logger.warn("Smart Home Vectors Updated");}When I break point on the last line I see
But when I try to confirm they were added using vectorStore.similaritySearch(SearchRequest.query("door").withTopK(5)) I get a result of 0 even though I see things like
in mongo. And when I try to ask it a question I get
I'm sorry, but I can't determine what devices are available without additional context or >specific information about your setup. Please provide more details or check your smart >home app or hub for a list of connected devices.
What am I missing why is it not seeing the rag info