Flowise/packages/components/nodes/chatmodels/ChatCometAPI/ChatCometAPI.ts

177 lines
6.2 KiB
TypeScript

import { BaseCache } from '@langchain/core/caches'
import { ChatOpenAI, ChatOpenAIFields } from '@langchain/openai'
import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
class ChatCometAPI_ChatModels implements INode {
readonly baseURL: string = 'https://api.cometapi.com/v1'
label: string
name: string
version: number
type: string
icon: string
category: string
description: string
baseClasses: string[]
credential: INodeParams
inputs: INodeParams[]
constructor() {
this.label = 'ChatCometAPI'
this.name = 'chatCometAPI'
this.version = 1.0
this.type = 'ChatCometAPI'
this.icon = 'cometapi.svg'
this.category = 'Chat Models'
this.description = 'Wrapper around CometAPI large language models that use the Chat endpoint'
this.baseClasses = [this.type, ...getBaseClasses(ChatOpenAI)]
this.credential = {
label: 'Connect Credential',
name: 'credential',
type: 'credential',
credentialNames: ['cometApi']
}
this.inputs = [
{
label: 'Cache',
name: 'cache',
type: 'BaseCache',
optional: true
},
{
label: 'Model Name',
name: 'modelName',
type: 'string',
default: 'gpt-5-mini',
description: 'Enter the model name (e.g., gpt-5-mini, claude-sonnet-4-20250514, gemini-2.0-flash)'
},
{
label: 'Temperature',
name: 'temperature',
type: 'number',
step: 0.1,
default: 0.7,
optional: true
},
{
label: 'Streaming',
name: 'streaming',
type: 'boolean',
default: true,
optional: true,
additionalParams: true
},
{
label: 'Max Tokens',
name: 'maxTokens',
type: 'number',
step: 1,
optional: true,
additionalParams: true
},
{
label: 'Top Probability',
name: 'topP',
type: 'number',
step: 0.1,
optional: true,
additionalParams: true
},
{
label: 'Frequency Penalty',
name: 'frequencyPenalty',
type: 'number',
step: 0.1,
optional: true,
additionalParams: true
},
{
label: 'Presence Penalty',
name: 'presencePenalty',
type: 'number',
step: 0.1,
optional: true,
additionalParams: true
},
{
label: 'Base Options',
name: 'baseOptions',
type: 'json',
optional: true,
additionalParams: true,
description: 'Additional options to pass to the CometAPI client. This should be a JSON object.'
}
]
}
async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
const temperature = nodeData.inputs?.temperature as string
const modelName = nodeData.inputs?.modelName as string
const maxTokens = nodeData.inputs?.maxTokens as string
const topP = nodeData.inputs?.topP as string
const frequencyPenalty = nodeData.inputs?.frequencyPenalty as string
const presencePenalty = nodeData.inputs?.presencePenalty as string
const streaming = nodeData.inputs?.streaming as boolean
const baseOptions = nodeData.inputs?.baseOptions
if (nodeData.inputs?.credentialId) {
nodeData.credential = nodeData.inputs?.credentialId
}
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const openAIApiKey = getCredentialParam('cometApiKey', credentialData, nodeData)
// Custom error handling for missing API key
if (!openAIApiKey || openAIApiKey.trim() === '') {
throw new Error(
'CometAPI API Key is missing or empty. Please provide a valid CometAPI API key in the credential configuration.'
)
}
// Custom error handling for missing model name
if (!modelName || modelName.trim() === '') {
throw new Error('Model Name is required. Please enter a valid model name (e.g., gpt-5-mini, claude-sonnet-4-20250514).')
}
const cache = nodeData.inputs?.cache as BaseCache
const obj: ChatOpenAIFields = {
temperature: parseFloat(temperature),
modelName,
openAIApiKey,
apiKey: openAIApiKey,
streaming: streaming ?? true
}
if (maxTokens) obj.maxTokens = parseInt(maxTokens, 10)
if (topP) obj.topP = parseFloat(topP)
if (frequencyPenalty) obj.frequencyPenalty = parseFloat(frequencyPenalty)
if (presencePenalty) obj.presencePenalty = parseFloat(presencePenalty)
if (cache) obj.cache = cache
let parsedBaseOptions: any | undefined = undefined
if (baseOptions) {
try {
parsedBaseOptions = typeof baseOptions === 'object' ? baseOptions : JSON.parse(baseOptions)
if (parsedBaseOptions.baseURL) {
console.warn("The 'baseURL' parameter is not allowed when using the ChatCometAPI node.")
parsedBaseOptions.baseURL = undefined
}
} catch (exception) {
throw new Error('Invalid JSON in the BaseOptions: ' + exception)
}
}
const model = new ChatOpenAI({
...obj,
configuration: {
baseURL: this.baseURL,
...parsedBaseOptions
}
})
return model
}
}
module.exports = { nodeClass: ChatCometAPI_ChatModels }