Search bug or model bug - testing a RAG system to tell them apart

1. 1Build a test suite to simulate various input scenarios using RAG systems
2. 2Run the test suite to collect output data for analysis
3. 3Configure metrics to measure the consistency and accuracy of the outputs
4. 4Test the system's ability to handle edge cases and anomalies
5. 5Apply debugging techniques to identify the source of errors as either search or model bugs

Automation testers and AI engineers benefit from understanding the distinction between search and model bugs to improve the overall performance of RAG systems, ensuring consistent and accurate outputs

💡 Distinguishing between search and model bugs is critical for effective debugging and improvement of RAG systems

🤖 Identify search vs model bugs in RAG systems to ensure AI reliability #RAG #AItesting