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Feat/deepseek chat node (#3732)
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* Feat: Add deepseek models to components configuration

* Feat: Implement Deepseek API integration with chat models and add SVG icon

* Refactor: Remove image input options and add missing baseOptions in deepseek chat node
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nguyenhung10012003 authored Dec 21, 2024
1 parent 0381a99 commit 93f3a5d
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23 changes: 23 additions & 0 deletions packages/components/credentials/DeepseekApi.credential.ts
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import { INodeCredential, INodeParams } from '../src/Interface'

class DeepseekApi implements INodeCredential {
label: string
name: string
version: number
inputs: INodeParams[]

constructor() {
this.label = 'DeepseekAI API'
this.name = 'deepseekApi'
this.version = 1.0
this.inputs = [
{
label: 'DeepseekAI API Key',
name: 'deepseekApiKey',
type: 'password'
}
]
}
}

module.exports = { credClass: DeepseekApi }
13 changes: 13 additions & 0 deletions packages/components/models.json
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}
]
},
{
"name": "deepseek",
"models": [
{
"label": "deepseek-chat",
"name": "deepseek-chat"
},
{
"label": "deepseek-coder",
"name": "deepseek-coder"
}
]
},
{
"name": "chatOpenAI",
"models": [
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197 changes: 197 additions & 0 deletions packages/components/nodes/chatmodels/Deepseek/Deepseek.ts
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import { BaseCache } from '@langchain/core/caches'
import { BaseChatModelParams } from '@langchain/core/language_models/chat_models'
import { ChatOpenAI, LegacyOpenAIInput, OpenAIChatInput } from '@langchain/openai'
import type { ClientOptions } from 'openai'
import { ICommonObject, INode, INodeData, INodeOptionsValue, INodeParams } from '../../../src/Interface'
import { getModels, MODEL_TYPE } from '../../../src/modelLoader'
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'

class Deepseek_ChatModels implements INode {
readonly baseURL: string = 'https://api.deepseek.com'
label: string
name: string
version: number
type: string
icon: string
category: string
description: string
baseClasses: string[]
credential: INodeParams
inputs: INodeParams[]

constructor() {
this.label = 'ChatDeepseek'
this.name = 'chatDeepseek'
this.version = 1.0
this.type = 'chatDeepseek'
this.icon = 'deepseek.svg'
this.category = 'Chat Models'
this.description = 'Wrapper around Deepseek large language models that use the Chat endpoint'
this.baseClasses = [this.type, ...getBaseClasses(ChatOpenAI)]
this.credential = {
label: 'Connect Credential',
name: 'credential',
type: 'credential',
credentialNames: ['deepseekApi']
}
this.inputs = [
{
label: 'Cache',
name: 'cache',
type: 'BaseCache',
optional: true
},
{
label: 'Model Name',
name: 'modelName',
type: 'asyncOptions',
loadMethod: 'listModels',
default: 'deepseek-chat'
},
{
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: 'Timeout',
name: 'timeout',
type: 'number',
step: 1,
optional: true,
additionalParams: true
},
{
label: 'Stop Sequence',
name: 'stopSequence',
type: 'string',
rows: 4,
optional: true,
description: 'List of stop words to use when generating. Use comma to separate multiple stop words.',
additionalParams: true
},
{
label: 'Base Options',
name: 'baseOptions',
type: 'json',
optional: true,
additionalParams: true,
description: 'Additional options to pass to the Deepseek client. This should be a JSON object.'
}
]
}

//@ts-ignore
loadMethods = {
async listModels(): Promise<INodeOptionsValue[]> {
return await getModels(MODEL_TYPE.CHAT, 'deepseek')
}
}

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 timeout = nodeData.inputs?.timeout as string
const stopSequence = nodeData.inputs?.stopSequence 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('deepseekApiKey', credentialData, nodeData)

const cache = nodeData.inputs?.cache as BaseCache

const obj: Partial<OpenAIChatInput> & BaseChatModelParams & { configuration?: ClientOptions & LegacyOpenAIInput } = {
temperature: parseFloat(temperature),
modelName,
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 (timeout) obj.timeout = parseInt(timeout, 10)
if (cache) obj.cache = cache
if (stopSequence) {
const stopSequenceArray = stopSequence.split(',').map((item) => item.trim())
obj.stop = stopSequenceArray
}

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 ChatDeepseek 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: Deepseek_ChatModels }
30 changes: 30 additions & 0 deletions packages/components/nodes/chatmodels/Deepseek/deepseek.svg
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