Prompt Optimizer
Elevate your LLM prompts with our cutting-edge Prompt Optimizer, designed to refine and enhance your prompts for optimal performance.
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What does this do?
Prompt Structure and Clarity Ensure your prompts are well-structured and unambiguous, enabling the LLM to understand the task and provide accurate responses.
- Audience Integration Tailor your prompts to your target audience by seamlessly incorporating their perspectives, preferences, and communication styles.
- Affirmative Directives Employ affirmative directives like 'do' to provide clear instructions, while avoiding negative language that could confuse the LLM.
- Output Primers Guide the LLM towards the desired response format by including the start of the expected output within your prompts.
- Delimiters Clearly delineate distinct sections of your prompts using delimiters, enhancing the LLM's ability to understand and process the information effectively.
- Formatted Prompt Leverage formatting techniques such as bullet points, headings, and code blocks to improve the structural clarity of your prompts, enabling the LLM to comprehend the task requirements more accurately.
Specificity and Information
- Few-Shot Prompting Utilize prompting that is guided by examples, providing the LLM with a clearer understanding of the desired output.
- Guideline Indicators Specify the requirements using keywords, rules, suggestions, or directions, ensuring the LLM follows the provided guidelines.
Content and Language Style
- No Politeness
- Prompt Revising Corrects or changes every section of the prompt without altering its overall style and meaning.
- Imperative Task Applies the following phrases: "Your task is" and "You MUST", leaving no room for ambiguity regarding the task at hand.
- Penalty Warning Applies the following phrases: "You will be penalized", emphasizing the importance of adhering to the prompt's requirements.
- Role Assignment Designate a particular role or persona within the prompt, enabling the LLM to adopt the appropriate tone and perspective.
- Echoing Uses a particular word or phrase several times within a prompt, reinforcing the importance of that concept or requirement.
Remove any unnecessary polite or indirect phrases in the prompt, providing more concise answers.
Complex Tasks
- Task Decomposition Break down complex tasks into a series of more straightforward subtasks within an interactive dialogue, making it easier for the LLM to understand and complete the task.
- CoT with Few-Shot Combine Chain of Thought (CoT) prompting with few-shot examples, providing the LLM with a structured approach and relevant examples to better understand and complete the task.
- Phrase Insertion Insert specific phrases or keywords into the prompt to guide the LLM's response in a particular direction or to incorporate certain elements.
Other Modifiers Additional modifications or techniques can be applied to the prompt to further enhance its effectiveness and tailor it to specific use cases or requirements.