Using Prompt is one of the key points of using ChatGPT. A prompt is an input to a machine learning model that provides a clear, concise description of a problem and instructs the model to generate an appropriate answer. The correct prompt can help ChatGPT generate more accurate and useful answers, thereby improving user experience.
The effectiveness of the prompt depends on several things:
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Sufficiently contain the key information of the problem. Prompt should be able to clearly and completely express the user's question or need, and contain enough contextual information so that ChatGPT can better understand the user's intent and context.
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Ambiguity and complexity. Prompt should be concise and clear, avoid ambiguous and confusing descriptions or sentences, and avoid complex grammatical structures and technical terms.
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Consider the completeness and extensiveness of the model training data. The design of Prompt should fully consider the data set used for model training, avoid potential bias and misleading, and cover various related topic areas so that ChatGPT can deal with problems from multiple angles.
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Customized according to actual needs. The selection and design of prompts should be customized according to specific application scenarios and user needs. Different question types, user groups, and scenarios require different prompts in order to get more accurate answers and better user experience.
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Continuous improvement and optimization. Prompt design is an incremental process that requires continuous feedback gathering, model refinement, and improvement of prompt quality and performance for greater performance and efficiency.
mind Mapping
Generate a mind map on the content of "How enterprises can seize the wind of artificial intelligence" and output it in markdown format
- https://markmap.js.org/
- xmind
Make a short video
1. ChatGPT+Clip
Image After ChatGPT generates text, it will be converted into a film through the image and text clip clip
2. ChatGPT and other Baidu AIGC platforms
https://aigc.baidu.com/
make form
Enter the table type, title, column name, data and other information, and ChatGPT can help you generate the table with one click. It is not a problem to add rows and columns and perform calculations in the table. The generated table can also be copied and pasted to Excel with one click, which is not too convenient.
ChatgGPT generates Excel statistical formulas
ChatgGPT generates Excel formulas for extracting characters: In excel, b2 to b21 are mailboxes, write a formula to extract the characters before the @ symbol of mailboxes
ChatGPT statistics Regal information: https://www.forbeschina.com/lists/ 1800
EXCEL data analysis
Make PPT
Automatically make PPT with ChatGPT
https://mindshow.fun/
chatbot
ChatGPT can be used as a chat robot to realize natural language dialogue. It can assist customers with ordinary customer service, online orders, or general inquiries. It can identify customer problems and provide appropriate solutions, providing customers with efficient, fast and high-quality services.
content generation
The creation of characters, scenes, and articles can all be done by ChatGPT. For example, when writing an article, it assists everyone in finding relevant literature and materials to improve the quality and accuracy of the article; and website editors can use ChatGPT to quickly generate product descriptions, advertising copy, etc.
Outline, brainstorming, content expansion and content refinement, in work and study, sometimes you need to talk more and write more to make up the time and length of words, and sometimes you need to refine the key content very succinctly. Fortunately, ChatGPT is fine. If you need to make notes and summaries in the face of a large amount of information, you can throw the text and data to ChatGPT, let it analyze and process the text, and extract the key information and points. After the extraction is complete, edit and modify the extracted content to meet the needs.
language translation
ChatGPT can translate between multiple languages, especially in cross-border e-commerce, international exhibitions and other scenarios, allowing people of different languages to communicate. ChatGPT can translate content in one language into content in another language, meeting translation needs quickly and accurately. The strength of ChatGPT is that it understands and takes context into account, not just translating words and phrases. It also automatically corrects spelling mistakes and dynamically adjusts based on the language entered.
code generation
But there is a prerequisite for writing code with ChatGPT, that is, you have to provide clear and specific instructions as much as possible so that it can better understand the task and provide accurate answers.
After it is initially written, check for errors and modify parameters, and the efficiency of writing code will be greatly improved
Assisted AI painting
As a language model, ChatGPT cannot perform mapping by itself, but it can understand and generate human language, so it can cooperate with users to complete the description of paintings through language interaction. Then the designers copy this description into the AI painting tool, and they can easily get a good rendering.
- Midjourney
- stable diffusion
- Unbounded AI: https://www.wujieai.com/
related sites
- Mind map: https://xmind.ai/
- Xunfei Xinghuo (Xunfei): https://xinghuo.xfyun.cn/
- Wen Xin Yi Yan (Baidu): https://yiyan.baidu.com/
- Tongyi Thousand Questions (Ali): https://tongyi.aliyun.com/
- Code generator cursor: https://www.cursor.so/
- OpenAI and Wu Enda GPT prompt word engineering course: www.deeplearning.ai