Building a Context-Aware AI Chat Without a Vector Database

You can ground an AI chat in your own data without a vector database by assembling the relevant documents directly into the system prompt before each request. No embedding pipeline, no similarity search, no separate infrastructure — just your structured data, formatted cleanly, injected as system co