Completely inaccurate results from file read

It sounds like the PDF may not be properly indexed in your RAG setup. Try testing with a small text file or a single chapter first and ask specific questions from it. If the model can’t answer those, the issue is likely with document ingestion rather than the model itself. Also, disable web search to ensure responses come from your document.