Prompt Auto-Generation Tools: How to Use Them and Their Benefits

Automated prompt generation tools: How to use them and what are their benefits?

With the evolution of generative AI (artificial intelligence), conversational AI such as ChatGPT has become widely used. However, in order to elicit the desired answer from AI, it is necessary to create appropriate prompts (instructions). Creating prompts can sometimes be difficult and time-consuming. Therefore, “prompt auto-generation tools” that streamline prompt creation and maximize the capabilities of generative AI are attracting attention.

This article provides a detailed explanation of the basics of prompt auto-generation tools, how to use them, the benefits they offer, recommended tools, and points to note. After reading this, you too will be able to take advantage of prompt auto-generation tools and use generative AI more effectively.

What is an automatic prompt generation tool?

Definition and role of automatic prompt generation tools

Auto-prompt generation tools are software or platforms that use AI technology to automatically generate prompts based on user input. These tools can significantly reduce the time required to create prompts and help you get higher quality output from generative AI.

The main functions of the prompt auto-generation tool are:

• Automate and streamline prompt creation: Eliminate the need to manually create prompts and generate effective prompts in less time.
• Promoting the use of generative AI: Lowering the barrier to mastering generative AI, allowing more people to benefit from it.
• Improved prompt quality: Prompts are generated with an understanding of the AI’s characteristics, resulting in higher quality output.

Types of automatic prompt generation tools

Prompt automatic generation tools can be broadly divided into three types depending on their functions and uses.

1. Text generation specialized: A tool specialized in text generation AI such as ChatGPT. It can generate prompts for various text content such as blog posts, emails, and ad copy.
2. Image generation specialized: Tools specialized in image generation AI such as Midjourney and Stable Diffusion. They can generate prompts to specify image content, style, composition, etc.
3. Multifunctional: A tool that supports various types of generative AI, including not only text generation and image generation, but also audio and video generation.

How the automatic prompt generation tool works

Auto-prompt generation tools primarily leverage machine learning and natural language processing (NLP) techniques.

• Machine learning: Learns patterns and features from large amounts of data to generate new prompts.
• Natural Language Processing (NLP): Understands human language and interprets the intent of the prompt.

By combining these technologies, an automatic prompt generation tool can generate appropriate prompts based on user input information.

Many tools also provide templates and parameter adjustment capabilities.

• Templates: These are pre-prepared prompt templates. Users can easily create prompts by selecting a template and filling in the required information.
• Parameter Adjustment: These parameters allow you to adjust the format, style, tone, etc. of the output result. By adjusting the parameters, users can generate a prompt that better suits their needs.

How to use the automatic prompt generation tool

Auto-prompt generation tools are extremely useful tools for utilizing generative AI, but to get the most out of them, it is important to choose the right tool and use it effectively. Here, we will explain how to use an auto-prompt generation tool with specific steps and detailed explanations.

Tool Selection

There are many automated prompt generation tools available, so it can be hard to know which one to choose. When choosing a tool, there are two things to consider:

Choose the right tool for your needs

First, let’s clarify what purpose you want to serve by using the prompt auto-generation tool.

• Text generation: If you want to use a text generation AI like ChatGPT to generate blog posts, emails, ad copy, etc., choose a tool that specializes in text generation.
• Image generation: If you want to generate illustrations, photos, etc. using image generation AI such as Midjourney or Stable Diffusion, choose a tool that specializes in image generation.
• Other: There are also tools that are specialized for specific purposes, such as audio generation or video generation.

The best tool will also vary depending on the purpose of the prompt (e.g. marketing, education, entertainment, etc.).

Comparison of the free and paid versions

Many prompt auto-generation tools offer free and paid plans. The free plans often have limited functionality but are useful for trial use. Paid plans offer more advanced features and support.

Try out the free plan to get the basic features of the tool and then consider upgrading to a paid plan if you need more.

Tool installation and configuration

Once you have decided on the tool, follow the steps below to install and configure it.

Register an account and get an API key

1. Register an account: Most tools require you to register an account before you can use them. You can easily register using your email address or social media account.
2. Acquire API key: For some tools, you will need to acquire the API key of the AI generator. The API key is necessary to link the AI generator with the tool, and can be acquired from the official website of each AI generator.

Necessary settings (output format, language, etc.)

Once you have installed the tool, you can configure it as required.

• Output Format: Select the type of content you want to generate (text, images, audio, etc.) and the format (bullet lists, table, etc.).
• Language: Select the language you want to generate the content in.
• More options: Some tools allow for more detailed settings such as style, tone, and keyword density.

Prompt Generation

Once the tools have been installed and configured, it’s time to generate the prompt.

Enter keywords or themes

Enter the keywords or theme of the content you want to generate. For example, enter specific words such as “Kyoto sightseeing” or “SDGs.”

Parameter Adjustment

If necessary, set parameters to adjust the output format, style, etc. For example, if it is a text generation tool, you can adjust the length and tone of the text.

Review and modify the generated prompt

Review the generated prompts and revise them if necessary. Make sure they are specific and clear, and that the AI can understand them without any misunderstandings.

Benefits of an automatic prompt generation tool

Using an automatic prompt generation tool provides the following benefits:

Time saving and efficiency

• Reduced prompt creation time: Prompts can be generated in much less time than if you were to create them manually, reducing the overall time required for content creation and improving productivity.
• Bulk prompt generation: You can generate multiple prompts at once, which allows you to try out different prompts (like A/B testing) to see which one works best.
• Improved prompt quality: Because AI generates prompts, the quality of the prompts improves, making it easier to get better results. Because AI has learned from a large amount of data, it can also suggest perspectives and ways of expressing things that humans might overlook.

Idea generation

• Gain new perspectives and ideas: The app suggests prompts that offer different perspectives and ways of expression than the ones you had in mind, allowing you to gain new ideas.
• Increased creativity: Trying out different prompts can help spark your creativity and produce better content.

skill up

• Learn prompt engineering: Using an automatic prompt generation tool can help you learn how to write effective prompts. Analyzing the prompts generated by the tool can help you improve your prompt engineering skills.
• Deepen your understanding of generative AI: By understanding the mechanisms and characteristics of generative AI, you will be able to use it more effectively. The prompt auto-generation tool is also a tool to eliminate the black box of generative AI and facilitate communication with AI.

Recommended prompt generation tools

Of the many automatic prompt generation tools available, we will introduce three that we particularly recommend. Each tool has different features and strengths, so choose the tool that best suits your needs and the generation AI you want to use.

AIPRM for ChatGPT

AIPRM for ChatGPT is a Chrome extension that provides powerful support for creating prompts for ChatGPT. It comes with over 3,000 prompt templates, including SEO-optimized prompts and prompts specialized for specific tasks.

Key features:

• Prompt Templates: Prompt templates are provided for various purposes. For example, templates are available for a wide range of tasks, such as “writing a blog post,” “replying to emails,” and “generating code.”
• Custom prompts: You can save and manage your own created prompts. You can create prompts efficiently by creating templates for frequently used prompts.
• Prompt sharing: You can share your prompts with others in the community. You can learn from prompts that others have created, or make your own public and get feedback.
• SEO Optimization: Suggests keywords and phrases that are SEO-friendly, helping you create content that ranks higher in search engines.
• Tone of Voice: You can adjust the tone of the prompt. For example, you can choose from a variety of tones, such as “polite tone,” “casual tone,” and “professional tone.”

Rate plan:

• Free plan: Basic features are available.
• Paid plans (starting at $9.99/month): Get access to more prompt templates and advanced features.

merit:

• A wide variety of prompt templates are available, making it easy for even beginners to create prompts.
• We also provide prompt templates specialized for SEO, allowing you to create content that is more likely to rank highly in search engines.
• It works smoothly with ChatGPT, allowing you to type prompts seamlessly.

Demerit:

• The free plan has limited functionality.
• Support is available in English only.

Case Study:

• Prompt generation of SEO friendly blog posts and website content
• Prompt generation of marketing content such as product descriptions and ad copy
• Prompt generation for YouTube video scripts and presentation materials

PromptPerfect

PromptPerfect is a tool to evaluate and improve your AI-generated prompts, helping you improve the quality of your prompts and get better results.

Key features:

• Prompt Evaluation: Score the quality of your prompt and suggest areas for improvement, such as clarity, specificity, and appropriateness of context.
• Prompt Improvement: Auto-generate prompts that reflect suggested improvements, or allow users to modify the prompts themselves.
• A/B Testing: Compare multiple prompts to identify the more effective ones, allowing you to elicit optimal output from your AI.
• Prompt History: Saves your past prompts and their assessment results so you can review them at any time.

Rate plan:

• Free trial (10 credits)
• Paid plans (starting at $9.99/month)

merit:

• You can objectively evaluate and improve the quality of your prompts.
• The A/B testing feature allows you to identify effective prompts.
• Supports multiple generative AI models.

Demerit:

• Free trial has credit limits.

Case Study:

• Prompt improvements for ChatGPT, Midjourney, etc.
• Optimizing ad copy and taglines
• Improving prompt engineering skills
• Evaluating the performance of AI models

Other tools

• PromptBase: A marketplace of prompts for various tasks. You can buy prompts created by other users or sell your own prompts.
• Cohesive AI: An AI platform that can generate various content including text, images, and audio. It also has an automatic prompt generation function, making it easy to create high-quality content.
• andLLM: A prompt auto-generation tool specialized for Japanese. It works with AI generators such as ChatGPT to create prompts in Japanese.

In addition to these tools, there are many other prompt auto-generation tools available. Choose the one that best suits your needs and budget.

Notes on automatic prompt generation tools

While automatic prompt generation tools provide powerful support for utilizing generative AI, there are some points to keep in mind. To use these tools effectively and safely, you should keep the following points in mind.

Excessive reliance

Although automatic prompt generation tools can certainly be useful, you should not rely too heavily on them. The prompts they generate are merely a reference and are not necessarily optimal.

Relying too much on tools not only prevents you from improving your own prompt creation skills, but can also lead to a lack of diversity in the AI output. By practicing creating your own prompts while referring to the prompts generated by the tool, you can improve your prompt engineering skills.

It is also important to understand the characteristics and limitations of generative AI. AI generates output based on training data, so it does not always produce perfect results. Do not blindly accept the prompts generated by the tool, but carefully review the output and make corrections if necessary.

Ethical issues

It is also possible that prompts generated by automated prompt generation tools may unintentionally raise ethical concerns.

• Generating misinformation and inappropriate content: Generative AI can reflect misinformation and biases contained in the training data. Users should be aware and carefully review the prompts generated by the tool, as they may generate outputs that contain misinformation, discriminatory content, or inappropriate language.
• Copyright Infringement: If the generative AI has learned from existing copyrighted works, the prompts generated by the tool may lead to copyright infringement. Care should be taken to avoid using prompts that may violate copyright law.

To avoid these ethical issues, it is important not to use the prompts generated by the tool as is, but to always review them and revise them if necessary. Also, be sure to follow ethical guidelines for the use of generative AI and act responsibly.

Summary: Make better use of generative AI with automatic prompt generation tools

Automated prompt generation tools are powerful tools that make using generative AI easier and more effective. By utilizing these tools, you can reduce the time and effort required to create prompts and get higher quality output.

In this article, we have explained in detail everything from basic knowledge about prompt auto-generation tools to specific usage, benefits, recommended tools, and points to note. Please use this information to try out a prompt auto-generation tool. Then, maximize the potential of generative AI and unleash your creativity.

However, automatic prompt generation tools are merely auxiliary tools, and it is important to avoid excessive reliance on them and to use them with due consideration of ethical issues. By combining tools with human creativity, generative AI has even greater potential.