How can we use structured prompts to improve context retention across longer text generation

Question

With the help of Python programming, explain how we can use structured prompts to improve context retention across longer text generation.

Answer 1

You can use structured prompts to improve context retention across longer text generation by referring to the techniques below:

• Divide Context: It uses headers or labeled sections for clarity.
• Explicit Instructions: It reinforces context reminders within the prompt.
• Chain-of-Thought (CoT): It Guides reasoning by structuring step-by-step instructions.

Here is the code snippet you can refer to:

The above code maintains focus by explicitly outlining content flow and reduces drift in context for long-form text generation.

Hence, by referring to the above techniques, you can use structured prompts to improve context retention across longer text generation.