mirror of
https://github.com/n8n-io/n8n.git
synced 2024-12-28 22:19:41 -08:00
408 lines
8.9 KiB
TypeScript
408 lines
8.9 KiB
TypeScript
import type { INodeExecutionData, INodeProperties } from 'n8n-workflow';
|
|
import { sendErrorPostReceive } from './GenericFunctions';
|
|
|
|
export const chatOperations: INodeProperties[] = [
|
|
{
|
|
displayName: 'Operation',
|
|
name: 'operation',
|
|
type: 'options',
|
|
noDataExpression: true,
|
|
displayOptions: {
|
|
show: {
|
|
resource: ['chat'],
|
|
},
|
|
},
|
|
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/chat/completions',
|
|
},
|
|
output: { postReceive: [sendErrorPostReceive] },
|
|
},
|
|
},
|
|
],
|
|
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: ['chat'],
|
|
'@version': [1],
|
|
},
|
|
},
|
|
typeOptions: {
|
|
loadOptions: {
|
|
routing: {
|
|
request: {
|
|
method: 'GET',
|
|
url: '/v1/models',
|
|
},
|
|
output: {
|
|
postReceive: [
|
|
{
|
|
type: 'rootProperty',
|
|
properties: {
|
|
property: 'data',
|
|
},
|
|
},
|
|
{
|
|
type: 'filter',
|
|
properties: {
|
|
pass: "={{ $responseItem.id.startsWith('gpt-') && !$responseItem.id.startsWith('gpt-4-vision') }}",
|
|
},
|
|
},
|
|
{
|
|
type: 'setKeyValue',
|
|
properties: {
|
|
name: '={{$responseItem.id}}',
|
|
value: '={{$responseItem.id}}',
|
|
},
|
|
},
|
|
{
|
|
type: 'sort',
|
|
properties: {
|
|
key: 'name',
|
|
},
|
|
},
|
|
],
|
|
},
|
|
},
|
|
},
|
|
},
|
|
routing: {
|
|
send: {
|
|
type: 'body',
|
|
property: 'model',
|
|
},
|
|
},
|
|
default: 'gpt-3.5-turbo',
|
|
},
|
|
{
|
|
displayName: 'Model',
|
|
name: 'chatModel',
|
|
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: ['chat'],
|
|
},
|
|
hide: {
|
|
'@version': [1],
|
|
},
|
|
},
|
|
typeOptions: {
|
|
loadOptions: {
|
|
routing: {
|
|
request: {
|
|
method: 'GET',
|
|
url: '/v1/models',
|
|
},
|
|
output: {
|
|
postReceive: [
|
|
{
|
|
type: 'rootProperty',
|
|
properties: {
|
|
property: 'data',
|
|
},
|
|
},
|
|
{
|
|
type: 'filter',
|
|
properties: {
|
|
pass: "={{ $responseItem.id.startsWith('gpt-') && !$responseItem.id.startsWith('gpt-4-vision') }}",
|
|
},
|
|
},
|
|
{
|
|
type: 'setKeyValue',
|
|
properties: {
|
|
name: '={{$responseItem.id}}',
|
|
value: '={{$responseItem.id}}',
|
|
},
|
|
},
|
|
{
|
|
type: 'sort',
|
|
properties: {
|
|
key: 'name',
|
|
},
|
|
},
|
|
],
|
|
},
|
|
},
|
|
},
|
|
},
|
|
routing: {
|
|
send: {
|
|
type: 'body',
|
|
property: 'model',
|
|
},
|
|
},
|
|
default: 'gpt-3.5-turbo',
|
|
},
|
|
{
|
|
displayName: 'Prompt',
|
|
name: 'prompt',
|
|
type: 'fixedCollection',
|
|
typeOptions: {
|
|
sortable: true,
|
|
multipleValues: true,
|
|
},
|
|
displayOptions: {
|
|
show: {
|
|
resource: ['chat'],
|
|
operation: ['complete'],
|
|
},
|
|
},
|
|
placeholder: 'Add Message',
|
|
default: {},
|
|
options: [
|
|
{
|
|
displayName: 'Messages',
|
|
name: 'messages',
|
|
values: [
|
|
{
|
|
displayName: 'Role',
|
|
name: 'role',
|
|
type: 'options',
|
|
options: [
|
|
{
|
|
name: 'Assistant',
|
|
value: 'assistant',
|
|
},
|
|
{
|
|
name: 'System',
|
|
value: 'system',
|
|
},
|
|
{
|
|
name: 'User',
|
|
value: 'user',
|
|
},
|
|
],
|
|
default: 'user',
|
|
},
|
|
{
|
|
displayName: 'Content',
|
|
name: 'content',
|
|
type: 'string',
|
|
default: '',
|
|
},
|
|
],
|
|
},
|
|
],
|
|
routing: {
|
|
send: {
|
|
type: 'body',
|
|
property: 'messages',
|
|
value: '={{ $value.messages }}',
|
|
},
|
|
},
|
|
},
|
|
];
|
|
|
|
const sharedOperations: INodeProperties[] = [
|
|
{
|
|
displayName: 'Simplify',
|
|
name: 'simplifyOutput',
|
|
type: 'boolean',
|
|
default: true,
|
|
displayOptions: {
|
|
show: {
|
|
operation: ['complete'],
|
|
resource: ['chat'],
|
|
},
|
|
},
|
|
routing: {
|
|
output: {
|
|
postReceive: [
|
|
{
|
|
type: 'set',
|
|
enabled: '={{$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,
|
|
message: item.json.message,
|
|
},
|
|
};
|
|
});
|
|
},
|
|
],
|
|
},
|
|
},
|
|
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'],
|
|
resource: ['chat'],
|
|
},
|
|
},
|
|
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',
|
|
},
|
|
},
|
|
},
|
|
{
|
|
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',
|
|
},
|
|
},
|
|
},
|
|
{
|
|
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 32,768).',
|
|
type: 'number',
|
|
displayOptions: {
|
|
show: {
|
|
'/operation': ['complete'],
|
|
},
|
|
},
|
|
typeOptions: {
|
|
maxValue: 32768,
|
|
},
|
|
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',
|
|
},
|
|
},
|
|
},
|
|
{
|
|
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',
|
|
},
|
|
},
|
|
},
|
|
{
|
|
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 chatFields: INodeProperties[] = [
|
|
/* -------------------------------------------------------------------------- */
|
|
/* chat:complete */
|
|
/* -------------------------------------------------------------------------- */
|
|
...completeOperations,
|
|
|
|
/* -------------------------------------------------------------------------- */
|
|
/* chat:ALL */
|
|
/* -------------------------------------------------------------------------- */
|
|
...sharedOperations,
|
|
];
|