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Distributed full-link causal learning system OpenASCE: https://github.com/Open-All-Scale-Causal-Engine/OpenASCE
Large model-driven knowledge graph OpenSPG: https://github.com/OpenSPG/openspg
Large-scale graph learning system OpenAGL: https://github.com/TuGraph-family/TuGraph-AntGraphLearning
How long will it take you to write prompts? Perhaps many people think that prompts are as simple as entering some text and pressing the Enter key, but this is not the case. Prompts are crucial if you want to obtain accurate and valuable information from AI chatbots. So how to build prompt correctly? How specific should it be? What information is included? And how do you make data requests in a useful way? A new field of prompt engineering is emerging, dedicated to how to build and improve AI prompts. But you can skip the tricky parts and quickly improve your prompt skills with the tips shared in this article.
Be as specific as possible
A common mistake when using ChatGPT or other AI tools is not providing enough specific information. If you want AI to generate more accurate results, you must explicitly tell it what it needs. For example, let’s say you want an AI tool to create a new gym workout plan for you. If you just say: "Please create a five-day-a-week fitness plan for me," you will get a general statement. By contrast, a better lead would be: "Please design a fitness and diet plan for me that includes five workouts per week. I would like to combine strength training with high-intensity interval training, and I have been exercising regularly for ten years. . He is 28 years old, 1.8 meters tall, and weighs 90 kilograms. He has no history of allergies, but he is allergic to rice and does not drink alcohol. " As shown in the picture, we get a personalized fitness plan that is more suitable for our needs and includes specific types of exercises.
The more detailed background information you provide to an AI tool, the higher the quality of the responses it receives.
Ask for further information after getting initial answers
As you use tools like ChatGPT more and more frequently, you'll quickly realize that the answers you first get aren't always straightforward to adopt. Just as you would ask more questions of another person to get more information, the same should be true when interacting with AI. This time, we let the AI tool generate for us a three-day San Francisco itinerary suitable for couples. By following the first advice mentioned in this guide, which is to ask more specifically, we get a pretty good framework.
However, I'd also like to know some details that weren't included in the initial answer. Therefore, I put forward the requirements for hotel recommendations for customized budgets:
More thorough answers by asking questions In general, ask as many questions as you need to get all the information you want. Also consider whether it’s worth paying for advanced AI prompt features.
Describe a time in the past when your AI prompts did not work
As you use AI prompts more frequently, you'll get a clearer idea of what works for you and what doesn't, and you'll be able to tell which prompts help the tool understand and which cause confusion. Once you become more familiar with AI, be sure to pinpoint what has not worked in the past. This advice is especially important if you plan to utilize AI tools such as DALL-E 3 to generate images. I often find that the first draft often doesn't meet my needs, and sometimes there are flaws in things like flags. In addition to pointing out problems you've encountered with past prompts, you may also want to outline practices that have been ineffective in trying to achieve your goals. For example, if you're developing a new fitness regimen, you might want to talk about the foods you've noticed negative reactions to.
Don’t let your AI multitask
AI programs can often produce results in minutes, but they can only do one thing at a time. If you try to ask too many questions at once, you won't get the desired results. Sometimes you start typing a prompt and realize you forgot to add more information. When this happens, stop or edit the current prompt to include these details before regenerating the answer. Once you receive a response to a prompt, you can move on to the next prompt until you are satisfied with all the results. This operation may seem more time-consuming, but a single task can often improve efficiency, and the same is true for AI.
Tell the AI tool what you don’t want in your answers
Do you remember in point one we told you to be as specific as possible? This also means you should let the AI tool know what you don’t want included in the answer. While generative AI can produce some pretty impressive results, it can't guess everything for you. When designing your prompts, be sure to specify what you don't want in the results. For example, if you're planning a trip, you might want to mention that you don't want to join a tour group or want to avoid popular attractions.
Sometimes, AI tools will give you multiple options in an answer. Then you can choose the one that suits you best.
Upload applicable images or files
Uploading images or files often makes AI prompts more effective. For example, if you want to use AI to create a one-page resume, it's worth uploading an existing PDF and getting feedback. You can use multiple plugins to get better responses, especially if you use ChatGPT. One example is jobbright.ai’s Resume plugin. When using AI to create artwork, it’s also a good idea to upload reference images. Meanwhile, if you want to use Photo AI or similar tools to process your own photos, uploading selfies, avatars, and other images will help you achieve your goal. Some AI tools can even answer questions based on PDFs you upload.
Indicate where you want the hint answer to be used
Sometimes, the results generated by AI prompts may not be suitable for the situation you want to use. For example, if you want to create a post for Instagram, you probably don't want the tool to provide a lot of text content. Conversely, if you plan to use AI to optimize your LinkedIn profile, you may want something more formal. If the information obtained from AI prompts is used online, it is important to clearly indicate where it will be used. This way, you won't have to edit the results too much.
It takes some time to master the AI prompt skills, and you need to adjust the input method according to the tools you use and the information you need to extract. The good news is that it often only takes a few tweaks to make your tips work even better.
If there is any infringement, please contact us to delete it. Reference links:
https://www.makeuseof.com/ai-prompting-tips-and-tricks-that-actually-work/
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OpenSPG:
Official website: https://spg.openkg.cn
Github：https://github.com/OpenSPG/openspg
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Official website: https://openasce.openfinai.org/
GitHub：[https://github.com/Open-All-Scale-Causal-Engine/OpenASCE]
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