2023-01-27 03:22:44 -08:00
import type { INodeExecutionData , INodeProperties } from 'n8n-workflow' ;
2022-12-15 16:05:42 -08:00
export const textOperations : INodeProperties [ ] = [
{
displayName : 'Operation' ,
name : 'operation' ,
type : 'options' ,
noDataExpression : true ,
displayOptions : {
show : {
resource : [ 'text' ] ,
} ,
} ,
options : [
{
name : 'Complete' ,
value : 'complete' ,
action : 'Create a Completion' ,
description : 'Create one or more completions for a given text' ,
routing : {
request : {
method : 'POST' ,
url : '/v1/completions' ,
} ,
} ,
} ,
{
name : 'Edit' ,
value : 'edit' ,
action : 'Create an Edit' ,
description : 'Create an edited version for a given text' ,
routing : {
request : {
method : 'POST' ,
url : '/v1/edits' ,
} ,
} ,
} ,
{
name : 'Moderate' ,
value : 'moderate' ,
action : 'Create a Moderation' ,
description : "Classify if a text violates OpenAI's content policy" ,
routing : {
request : {
method : 'POST' ,
url : '/v1/moderations' ,
} ,
} ,
} ,
] ,
default : 'complete' ,
} ,
] ;
const completeOperations : INodeProperties [ ] = [
{
displayName : 'Model' ,
name : 'model' ,
type : 'options' ,
description :
'The model which will generate the completion. <a href="https://beta.openai.com/docs/models/overview">Learn more</a>.' ,
displayOptions : {
show : {
operation : [ 'complete' ] ,
resource : [ 'text' ] ,
} ,
} ,
typeOptions : {
loadOptions : {
routing : {
request : {
method : 'GET' ,
url : '/v1/models' ,
} ,
output : {
postReceive : [
{
type : 'rootProperty' ,
properties : {
property : 'data' ,
} ,
} ,
{
type : 'filter' ,
properties : {
pass : "={{ !$responseItem.id.startsWith('audio-') && !['cushman:2020-05-03', 'davinci-if:3.0.0', 'davinci-instruct-beta:2.0.0', 'if'].includes($responseItem.id) && !$responseItem.id.includes('-edit-') && !$responseItem.id.endsWith(':001') }}" ,
} ,
} ,
{
type : 'setKeyValue' ,
properties : {
// eslint-disable-next-line n8n-nodes-base/node-param-display-name-miscased-id
name : '={{$responseItem.id}}' ,
value : '={{$responseItem.id}}' ,
} ,
} ,
{
type : 'sort' ,
properties : {
key : 'name' ,
} ,
} ,
] ,
} ,
} ,
} ,
} ,
routing : {
send : {
type : 'body' ,
property : 'model' ,
} ,
} ,
default : 'text-davinci-003' ,
} ,
{
displayName : 'Prompt' ,
name : 'prompt' ,
type : 'string' ,
description : 'The prompt to generate completion(s) for' ,
placeholder : 'e.g. Say this is a test' ,
displayOptions : {
show : {
resource : [ 'text' ] ,
operation : [ 'complete' ] ,
} ,
} ,
default : '' ,
typeOptions : {
rows : 2 ,
} ,
routing : {
send : {
type : 'body' ,
property : 'prompt' ,
} ,
} ,
} ,
] ;
const editOperations : INodeProperties [ ] = [
{
displayName : 'Model' ,
name : 'model' ,
type : 'options' ,
description :
'The model which will generate the edited version. <a href="https://beta.openai.com/docs/models/overview">Learn more</a>.' ,
displayOptions : {
show : {
operation : [ 'edit' ] ,
resource : [ 'text' ] ,
} ,
} ,
options : [
{
name : 'code-davinci-edit-001' ,
value : 'code-davinci-edit-001' ,
} ,
{
name : 'text-davinci-edit-001' ,
value : 'text-davinci-edit-001' ,
} ,
] ,
routing : {
send : {
type : 'body' ,
property : 'model' ,
} ,
} ,
default : 'text-davinci-edit-001' ,
} ,
{
displayName : 'Input' ,
name : 'input' ,
type : 'string' ,
placeholder : 'e.g. What day of the wek is it?' ,
description : 'The input text to be edited' ,
displayOptions : {
show : {
resource : [ 'text' ] ,
operation : [ 'edit' ] ,
} ,
} ,
default : '' ,
routing : {
send : {
type : 'body' ,
property : 'input' ,
} ,
} ,
} ,
{
displayName : 'Instruction' ,
name : 'instruction' ,
type : 'string' ,
placeholder : 'e.g. Fix the spelling mistakes' ,
description : 'The instruction that tells the model how to edit the input text' ,
displayOptions : {
show : {
resource : [ 'text' ] ,
operation : [ 'edit' ] ,
} ,
} ,
default : '' ,
routing : {
send : {
type : 'body' ,
property : 'instruction' ,
} ,
} ,
} ,
] ;
const moderateOperations : INodeProperties [ ] = [
{
displayName : 'Model' ,
name : 'model' ,
type : 'options' ,
description :
'The model which will classify the text. <a href="https://beta.openai.com/docs/models/overview">Learn more</a>.' ,
displayOptions : {
show : {
resource : [ 'text' ] ,
operation : [ 'moderate' ] ,
} ,
} ,
options : [
{
name : 'text-moderation-stable' ,
value : 'text-moderation-stable' ,
} ,
{
name : 'text-moderation-latest' ,
value : 'text-moderation-latest' ,
} ,
] ,
routing : {
send : {
type : 'body' ,
property : 'model' ,
} ,
} ,
default : 'text-moderation-latest' ,
} ,
{
displayName : 'Input' ,
name : 'input' ,
type : 'string' ,
placeholder : 'e.g. I want to kill them' ,
description : 'The input text to classify' ,
displayOptions : {
show : {
resource : [ 'text' ] ,
operation : [ 'moderate' ] ,
} ,
} ,
default : '' ,
routing : {
send : {
type : 'body' ,
property : 'input' ,
} ,
} ,
} ,
{
displayName : 'Simplify' ,
name : 'simplifyOutput' ,
type : 'boolean' ,
default : true ,
displayOptions : {
show : {
operation : [ 'moderate' ] ,
resource : [ 'text' ] ,
} ,
} ,
routing : {
output : {
postReceive : [
{
type : 'set' ,
enabled : '={{$value}}' ,
properties : {
value : '={{ { "data": $response.body.results } }}' ,
} ,
} ,
{
type : 'rootProperty' ,
enabled : '={{$value}}' ,
properties : {
property : 'data' ,
} ,
} ,
] ,
} ,
} ,
description : 'Whether to return a simplified version of the response instead of the raw data' ,
} ,
] ;
const sharedOperations : INodeProperties [ ] = [
{
displayName : 'Simplify' ,
name : 'simplifyOutput' ,
type : 'boolean' ,
default : true ,
displayOptions : {
show : {
operation : [ 'complete' , 'edit' ] ,
resource : [ 'text' ] ,
} ,
} ,
routing : {
output : {
postReceive : [
{
type : 'set' ,
enabled : '={{$value}}' ,
properties : {
value : '={{ { "data": $response.body.choices } }}' ,
} ,
} ,
{
type : 'rootProperty' ,
enabled : '={{$value}}' ,
properties : {
property : 'data' ,
} ,
} ,
async function ( items : INodeExecutionData [ ] ) : Promise < INodeExecutionData [ ] > {
if ( this . getNode ( ) . parameters . simplifyOutput === false ) {
return items ;
}
return items . map ( ( item ) = > {
return {
json : {
. . . item . json ,
text : ( item . json . text as string ) . trim ( ) ,
} ,
} ;
} ) ;
} ,
] ,
} ,
} ,
description : 'Whether to return a simplified version of the response instead of the raw data' ,
} ,
{
displayName : 'Options' ,
name : 'options' ,
placeholder : 'Add Option' ,
description : 'Additional options to add' ,
type : 'collection' ,
default : { } ,
displayOptions : {
show : {
operation : [ 'complete' , 'edit' ] ,
resource : [ 'text' ] ,
} ,
} ,
options : [
{
displayName : 'Echo Prompt' ,
name : 'echo' ,
type : 'boolean' ,
description : 'Whether the prompt should be echo back in addition to the completion' ,
default : false ,
displayOptions : {
show : {
'/operation' : [ 'complete' ] ,
} ,
} ,
routing : {
send : {
type : 'body' ,
property : 'echo' ,
} ,
} ,
} ,
2023-02-02 04:18:11 -08:00
{
displayName : 'Frequency Penalty' ,
name : 'frequency_penalty' ,
default : 0 ,
typeOptions : { maxValue : 2 , minValue : - 2 , numberPrecision : 1 } ,
description :
"Positive values penalize new tokens based on their existing frequency in the text so far, decreasing the model's likelihood to repeat the same line verbatim" ,
type : 'number' ,
routing : {
send : {
type : 'body' ,
property : 'frequency_penalty' ,
} ,
} ,
} ,
2022-12-15 16:05:42 -08:00
{
displayName : 'Maximum Number of Tokens' ,
name : 'maxTokens' ,
default : 16 ,
description :
'The maximum number of tokens to generate in the completion. Most models have a context length of 2048 tokens (except for the newest models, which support 4096).' ,
type : 'number' ,
displayOptions : {
show : {
'/operation' : [ 'complete' ] ,
} ,
} ,
typeOptions : {
maxValue : 4096 ,
} ,
routing : {
send : {
type : 'body' ,
property : 'max_tokens' ,
} ,
} ,
} ,
{
displayName : 'Number of Completions' ,
name : 'n' ,
default : 1 ,
description :
'How many completions to generate for each prompt. Note: Because this parameter generates many completions, it can quickly consume your token quota. Use carefully and ensure that you have reasonable settings for max_tokens and stop.' ,
type : 'number' ,
routing : {
send : {
type : 'body' ,
property : 'n' ,
} ,
} ,
} ,
2023-02-02 04:18:11 -08:00
{
displayName : 'Presence Penalty' ,
name : 'presence_penalty' ,
default : 0 ,
typeOptions : { maxValue : 2 , minValue : - 2 , numberPrecision : 1 } ,
description :
"Positive values penalize new tokens based on whether they appear in the text so far, increasing the model's likelihood to talk about new topics" ,
type : 'number' ,
routing : {
send : {
type : 'body' ,
property : 'presence_penalty' ,
} ,
} ,
} ,
2022-12-15 16:05:42 -08:00
{
displayName : 'Sampling Temperature' ,
name : 'temperature' ,
default : 1 ,
typeOptions : { maxValue : 1 , minValue : 0 , numberPrecision : 1 } ,
description :
'Controls randomness: Lowering results in less random completions. As the temperature approaches zero, the model will become deterministic and repetitive.' ,
type : 'number' ,
routing : {
send : {
type : 'body' ,
property : 'temperature' ,
} ,
} ,
} ,
{
displayName : 'Top P' ,
name : 'topP' ,
default : 1 ,
typeOptions : { maxValue : 1 , minValue : 0 , numberPrecision : 1 } ,
description :
'Controls diversity via nucleus sampling: 0.5 means half of all likelihood-weighted options are considered. We generally recommend altering this or temperature but not both.' ,
type : 'number' ,
routing : {
send : {
type : 'body' ,
property : 'top_p' ,
} ,
} ,
} ,
] ,
} ,
] ;
export const textFields : INodeProperties [ ] = [
/* -------------------------------------------------------------------------- */
/* text:complete */
/* -------------------------------------------------------------------------- */
. . . completeOperations ,
/* -------------------------------------------------------------------------- */
/* text:edit */
/* -------------------------------------------------------------------------- */
. . . editOperations ,
/* -------------------------------------------------------------------------- */
/* text:moderate */
/* -------------------------------------------------------------------------- */
. . . moderateOperations ,
/* -------------------------------------------------------------------------- */
/* text:ALL */
/* -------------------------------------------------------------------------- */
. . . sharedOperations ,
] ;