Context Provision
Domain: Prompt Engineering
🎯 Motivation
Providing relevant background context in the prompt helps the model give more appropriate, accurate responses.
📋 Concrete Example
Without context: ‘Fix this code’ + broken code. With context: ‘This code should sort student grades. It fails when grades is empty. Here is the code: [code]. Fix the empty list bug.’
🔗 Analogy
Background info for a doctor - ‘Patient: 15-year-old male, plays basketball, knee pain during games’ (context) vs ‘Patient has knee pain’ (no context). The doctor gives better advice with context.