Title: Steps In Iterative Prompt Development
Course: LLM_Prompt_Engineering_For_Developers > Section: Module 124: Steps In Iterative Prompt Development

Steps in Iterative Prompt Development

1. Initial Prompt Creation
Create a basic prompt based on what you want to achieve.
Example: For generating a summary of a text, you might start with:

"Summarize the following text: [insert text here]"


2. Testing the Prompt
Run the initial prompt through the LLM to receive a response. Observe if it fulfills the purpose.
Response: The LLM gives a summary but misses key points from the text.
3. Analyzing the Response
Evaluate the output. Is it relevant? Is it clear? Did it address all key points?
In our example, the summary lacks important details.
4. Refining the Prompt
Make adjustments to improve clarity and specificity.
Refined Prompt:

"Please provide a detailed summary of the following text, including the main arguments and conclusions: [insert text here]"


5. Repeating the Cycle
Test the refined prompt again and check if the response quality improves. Continue this cycle until the desired quality is met.

Example of Iterative Development