This project implement a prompt manager, recording interactions with GPT. There three types of interactions: default, Dalle and Timestamp.
Each of them includes different features. Taking advantadge of prompt manager, you can add, show, modify and delete interactions.
License: MIT
Enter commands below in the terminal, there will be test output.
You can write your own code in main.js to play around.
git clone git@github.com:Daniel777y/PromptManager.git
cd PromptManager
npm i
node main.js
Here is the introduction of prompt manager. It will show you how to create a manager, add a new interaction, show information of interactions, delete some of them, and so on.
We can create a new prompt manager.
const manager = new PromptManager();
This function will show the number of interactions currently stored in the manager.
console.log(manager.getCount());
This function will show the type of an interaction (0 is the first one).
console.log(manager.getType(0));
This function will return a boolean value, true for Dalle interaction, false for not (0 is the first one).
console.log(manager.isDalle(0));
This function will show the information of an interaction (0 is the first one).
manager.show(0);
This is an example output:
-----------------------------------------------------------------------------
Interaction 3 is a Default one.
Prompt: A secret prompt...
Response: A public response...
Feedback: 0
-----------------------------------------------------------------------------
This function will show all the interactions.
manager.showAll();
This function will show all the default interactions (only text prompt and response).
manager.showAllDefault();
This function will show all the Dalle interactions.
manager.showAllDalle();
This function will remove an interaction from manager (0 is the first one).
manager.remove(0);
This function will remove all the interactions.
manager.removeAll();
This function has 2 parameters i and x, meaning that you set the i-th interaction's feedback to x.
Note that x should be an integer in [-1, 0, 1], -1 for bad, 0 from null or normal, 1 for good.
manager.setFeedback(0, 1);
This function receives an object as the parameter, creating a default interaction (only text prompt and response).
// change the value to create your own default interaction!
manager.addInteraction({
prompt: '',
response: '',
feedback: 0,
});
This function receives an object as the parameter, creating a Dalle interaction (with images in prompt and response).
// change the value to create your own Dalle interaction!
manager.addDalleInteraction({
prompt: '',
promptImgUrl: '404',
response: '',
responseImgUrl: '404',
feedback: 0,
});
manager.addTimestampInteraction({
prompt: '',
response: '',
timestamp: Date.now(),
feedback: 0,
});
A default interaction contains fields listed below:
{
id: integer, a unique id of this interaction in the manager.
type: string, default value is 'Default'.
prompt: string, default value is ''.
response: string, default value is ''.
feedback: integer, one of [-1, 0, 1].
}
A default interaction contains functions listed below:
getType(): return a string represents its type.
isDalle(): return a boolean value represents if it is a Dalle interaction.
getId(): return an integer which is its id.
setId(id): update its id.
getFeedback(): return an integer which is its feedback.
setFeedback(feedback): update its feedback.
show(): print the information.
A Dalle interaction contains all the fields in a default interaction. Other than that, it also contains two images in prompt and response.
{
promptImgUrl: string, default value is '404'.
responseImgUrl: string, default value is '404'.
}
A Dalle interactions contains all the functions in a default interaction.
A Timestamp interaction contains all the fields in a default interaction. Other than that, it also contains a timestamp.
{
timestamp: a number, Date.now()
}
A Timestamp interactions contains all the functions in a default interaction.
In ChatGPT, whenever you ask a question then get response, you can click a button "good response" or "bad response" to give your feedback.
This feedback is useful to update the training data and improve GPT's performance. In my code, every interaction contains a field feedback, where 1 for good response, 0 for null value or normal response, -1 for bad response.
By using the show() method, a prompt manager will display the feedback of interactions, or you can reset the feedback by using setFeedback(i, x) method.
These three functions filter corresponding type of interactions.