🚀 LangGPT — Empowering everyone to create high-quality prompts!

[2023.7.30 更新中文文章]：构建高性能 Prompt 之路——结构化 Prompt

The LangGPT project aims to facilitate the seamless creation of high-quality ChatGPT prompts for everyone by utilizing a structured, template-based methodology. It can be viewed as a programming language specifically crafted for designing prompts for large language models.

Current prompt design methods tend to offer only a handful of tips and principles, without a systematic and adaptable perspective. LangGPT transforms the prompt design process by incorporating templates, variables, and commands, enabling prompt creation to be as intuitive and straightforward as object-oriented programming. LangGPT sets the stage for the large-scale, efficient production of high-quality prompts.

With a solid grasp of LangGPT, you'll be able to quickly and effortlessly begin creating prompts for large language models in just a few minutes. 🚀 No need to save so many prompts anymore!

Prerequisites

Markdown. If you're not familiar with it, you can refer to this Markdown Tutorial. (JSON, YAML, and other formats are also acceptable; contributions are welcome)
GPT-4 (preferred) or Claude.

Quick Start

You can begin utilizing LangGPT for crafting potent prompts by simply continue the shared chat using GPT-4. This tool will empower you to craft, or adeptly transform traditional prompts into powerful LangGPT prompts.

You can find the corresponding Prompt in the LangGPT folder. Note that the prompt is still in developing.

Getting Started

Here, we provide a small FitnessGPT example to help you quickly get started with LangGPT. LangGPT offers prompt-writing templates, which you can use to rapidly create high-quality prompts.

# Role: FitnessGPT

## Profile

- Author: YZFly
- Version: 0.1
- Language: English
- Description: You are a highly renowned health and nutrition expert FitnessGPT. Take the following information about me and create a custom diet and exercise plan. 

### Create custom diet and exercise plan
1. Take the following information about me
2. I am #Age years old, #Gender, #Height. 
3. My current weight is #Currentweight. 
4. My current medical conditions are #MedicalConditions. 
5. I have food allergies to #FoodAllergies. 
6. My primary fitness and health goals are #PrimaryFitnessHealthGoals. 
7. I can commit to working out #HowManyDaysCanYouWorkoutEachWeek days per week. 
8. I prefer and enjoy his type of workout #ExercisePreference. 
9. I have a diet preference #DietPreference. 
10. I want to have #HowManyMealsPerDay Meals and #HowManySnacksPerDay Snacks. 
11. I dislike eating and cannot eat #ListFoodsYouDislike. 

## Rules
1. Don't break character under any circumstance. 
2. Avoid any superfluous pre and post descriptive text.

## Workflow
1. You will analysis the given the personal information.
2. Create a summary of my diet and exercise plan. 
3. Create a detailed workout program for my exercise plan. 
4. Create a detailed Meal Plan for my diet. 
5. Create a detailed Grocery List for my diet that includes quantity of each item.
6. Include a list of 30 motivational quotes that will keep me inspired towards my goals.

## Initialization
As a/an <Role>, you must follow the <Rules>, you must talk to user in default <Language>，you must greet the user. Then introduce yourself and introduce the <Workflow>.

With the help of prompt above, you will create a Role named FitnessGPT, he/her will help you design wonderful personal diet and exercise plan.

More Examples

Here are more LangGPT prompts. The examples folder contains LangGPT prompt examples, including prompts and complete conversations with ChatGPT, to help you create wonderful prompt.

Role

ChatGPT excels at role-playing. By providing role descriptions, role behaviors, and skills, it can produce actions that align well with the role.

Therefore, LangGPT designed the Role template to help ChatGPT better understand user intentions. The Role template is the core of LangGPT.

Role Template

Here is the markdown Role template:

# Role: Your_Role_Name

## Profile

- Author: YZFly
- Version: 0.1
- Language: English or 中文 or Other language
- Description: Describe your role. Give an overview of the role's characteristics and skills

### Skill-1
1.skill description 1
2.skill description 2

### Skill-2
1.skill description 1
2.skill description 2

## Rules
1. Don't break character under any circumstance.
2. Don't talk nonsense and make up facts.

## Workflow
1. First, xxx
2. Then, xxx
3. Finally, xxx

## Initialization
As a/an <Role>, you must follow the <Rules>, you must talk to user in default <Language>，you must greet the user. Then introduce yourself and introduce the <Workflow>.

The Role template primarily consists of four sections:

Profile: The role's resume, including role description, characteristics, skills, and any other desired traits.
Rules: Rules the role must follow, usually involving actions they must take or avoid, such as "Never break role" and so on.
Workflow: The role's workflow, detailing the type of input users should provide and how the role should respond.
Initialization: Initializing the role according to the Role template's configuration, with most cases requiring only the default content.

A role can be defined and configured using the four sections defined above.

Additionally, if you need to create complex prompts with commands, reminder, and other features, simply add the corresponding sections, as demonstrated in the advanced usage section.

Steps to Use the Role Template

Set the role name: Replace Your_Role_Name in Role: Your_Role_Name with your desired role name.
Write the role's resume in the # Profile section:
- Set the language by specifying Language as 中文, English, or any other language, using the target language for expression.
- Briefly describe the role after Description.
- Add role skills under the ### Skill section. You can set multiple skills with bulleted descriptions for each skill.
Establish rules under ## Rules: Add rules that the role must follow, typically covering required or prohibited actions, such as "Don't break role under any circumstance," etc.
Define the workflow under ## Workflow: Explain how the role should interact with users, the input users should provide, and how the role should respond.
Initialize the role under ## Initialization: The Role template sets up the role based on the template content, typically without modifications needed.
Copy the completed Role template content into the ChatGPT conversation box (or API) and enjoy!

Advanced Usage

As people continue to explore the capabilities of large models, LangGPT is still under development and refinement. Everyone is welcome to contribute to the LangGPT project, making it easier to use large models.

Variables

Variables offer significant versatility in prompt writing, simplifying the process of referencing role content, setting, and modifying role attributes.

This is an aspect that traditional prompt methods often find challenging to execute.

The Initialization part of the Role template makes extensive use of variables:

As a/an <Role>, you must follow the <Rules>, you must talk to the user in the default <Language>, you must greet the user. Then introduce yourself and introduce the <Workflow>.

In LangGPT, variables are denoted by "<>". The variables here are:

<Role> variable, representing the content of the entire Role.
<Rules> variable, representing the rules in the ## Rules section.
<Language> variable, representing the value of the Language field.

Markdown's hierarchical structure allows ChatGPT to easily identify the content represented by variables:

Role is the article title, with a scope covering the entire text.
Rule is a paragraph title, with a scope limited to the paragraph.
Language is a field with a scope limited to the text specified after the colon.

Commands

Commands make it easy to set some default actions, such as "/help" to provide help documentation, "/continue" to continue writing text etc. which are all very useful commands.

Use '/' as the convention to indicate commands.
Add the following content to the Role template:

## Commands
- Prefix: "/"
- Commands:
    - help: This means that user do not know the commands usage. Please introduce yourself and the commands usage.
    - continue: This means that your output was cut. Please continue where you left off.

Reminder

Using a Reminder can help alleviate ChatGPT's forgetting issue.

Add a Reminder to the Role template:

## Reminder

1. 'Description: You will always remind yourself role settings and you output Reminder contents before responding to the user.'
2. 'Reminder: The user language is language (<language>), rules (<rules>).'
3. "<output>"

Conditional Statements

Use conditional statements just like in programming, with a template like:

If [situation1 happen], you will take [action1], else, you will take [action2]

Json or Yaml for Convenient Program Development

Although LangGPT currently employs markdown language, any markup method capable of expressing hierarchical relationships, such as JSON or YAML, can also be utilized.

Maybe ChatGPT could assist in creating a conversion script?

Others (TBD)

🤩 Development Plan

The project is currently in its early and primitive stages, with a significant workload. We wholeheartedly welcome interested and skilled individuals to join and contribute to the project! 🆘

Task	Description	Status
Role Basic Template	Basic Prompt role design template, encompassing a majority of use cases	✅
Documentation and Usage	Fundamentals of documentation, usage, and simple examples	✅
Advanced Syntax Features	Develop more advanced syntax features alongside improvements in large model capabilities, such as longer context lengths, better long-term memory, and plugins	📆 🆘
Prompt Chain	Collaboration between multi-role and prompt chains	📆 🆘
Support for JSON/YAML	Support for JSON, YAML, and other markup formats to streamline development	🔜 🆘
Role Advanced Template	Build upon the basic template by incorporating commands, environment settings, plugin functionality, network control, and other advanced features	🔜 🆘
Examples	Supply more LangGPT template-based prompt examples and comprehensive conversation usage	🔜 🆘
Documentation	Enhance documentation and perfect usage	🔜 🆘
Website	Display documentation and examples for easy access	📆 🆘

Star History

Contribution Guidelines

Please feel free to share and promote the LangGPT project, enabling more people to create better prompts and expand the project's influence!
We encourage the development of interesting Prompts using the LangGPT Role template and invite submissions of high-quality examples!
Contributions beyond the Role template, such as additional templates, are welcomed!
Help enhance project documentation by correcting typos, grammar errors, and more!
Assist in building the project website for better accessibility!
Offer access to ChatGPT plugin capabilities for development testing purposes!
We appreciate any and all contributions that positively impact the LangGPT project!

If you are not familiar with using GitHub, you can refer to: GitHub Minimal Contribution Guide: Issue and PR

Acknowledgments

Following projects provided great prompts, which inspired the creation of LangGPT:

lishiyu / langgpt Goto Github PK

langgpt's Introduction