Advanced Prompt Techniques
Master advanced prompting strategies for complex tasks and consistent results.
Taking Prompts Further
Once you master the basics, advanced techniques help you handle complex scenarios and achieve more reliable outputs.
Role-Based Prompting
Assign the model a specific persona or role to shape its responses:
“Act as an experienced financial analyst. Review these quarterly numbers and identify three key trends.”
Structured Output
Request specific formats for easier integration:
“Extract the following data from this invoice and return as JSON: vendor name, invoice number, total amount, due date.”
Constrained Prompting
Set clear boundaries to control output length, tone, or content scope. Combine multiple techniques for best results.
Iterative Refinement
Treat prompting as a conversation. Use the model’s output to inform your next prompt, gradually narrowing toward your desired result.