Feature/add nvdia nim (#3749)

* add nvdia nim * add base path
2026-06-22 13:01:11 +03:00 · 2024-12-31 18:16:58 +00:00
parent 4e434fd725
commit 5ba0ded4cc
3 changed files with 198 additions and 0 deletions
@@ -0,0 +1,24 @@
+import { INodeParams, INodeCredential } from '../src/Interface'
+
+class NvdiaNIMApi implements INodeCredential {
+    label: string
+    name: string
+    version: number
+    description: string
+    inputs: INodeParams[]
+
+    constructor() {
+        this.label = 'Nvdia NIM API Key'
+        this.name = 'nvdiaNIMApi'
+        this.version = 1.0
+        this.inputs = [
+            {
+                label: 'Nvdia NIM API Key',
+                name: 'nvdiaNIMApiKey',
+                type: 'password'
+            }
+        ]
+    }
+}
+
+module.exports = { credClass: NvdiaNIMApi }
@@ -0,0 +1,169 @@
+import { ChatOpenAI, OpenAIChatInput } from '@langchain/openai'
+import { BaseCache } from '@langchain/core/caches'
+import { BaseLLMParams } from '@langchain/core/language_models/llms'
+import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
+
+class ChatNvdiaNIM_ChatModels implements INode {
+    label: string
+    name: string
+    version: number
+    type: string
+    icon: string
+    category: string
+    description: string
+    baseClasses: string[]
+    credential: INodeParams
+    inputs: INodeParams[]
+
+    constructor() {
+        this.label = 'ChatNvdiaNIM'
+        this.name = 'chatNvdiaNIM'
+        this.version = 1.0
+        this.type = 'ChatNvdiaNIM'
+        this.icon = 'nvdia.svg'
+        this.category = 'Chat Models'
+        this.description = 'Wrapper around Nvdia NIM Inference API'
+        this.baseClasses = [this.type, ...getBaseClasses(ChatOpenAI)]
+        this.credential = {
+            label: 'Connect Credential',
+            name: 'credential',
+            type: 'credential',
+            credentialNames: ['nvdiaNIMApi'],
+            optional: true
+        }
+        this.inputs = [
+            {
+                label: 'Cache',
+                name: 'cache',
+                type: 'BaseCache',
+                optional: true
+            },
+            {
+                label: 'Model Name',
+                name: 'modelName',
+                type: 'string',
+                placeholder: 'microsoft/phi-3-mini-4k-instruct'
+            },
+            {
+                label: 'Temperature',
+                name: 'temperature',
+                type: 'number',
+                step: 0.1,
+                default: 0.9,
+                optional: true
+            },
+            {
+                label: 'Base Path',
+                name: 'basePath',
+                type: 'string',
+                description: 'Specify the URL of the deployed NIM Inference API',
+                placeholder: 'https://integrate.api.nvidia.com/v1'
+            },
+            {
+                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: 'Base Options',
+                name: 'baseOptions',
+                type: 'json',
+                optional: true,
+                additionalParams: true
+            }
+        ]
+    }
+
+    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 streaming = nodeData.inputs?.streaming as boolean
+        const basePath = nodeData.inputs?.basePath as string
+        const baseOptions = nodeData.inputs?.baseOptions
+        const cache = nodeData.inputs?.cache as BaseCache
+
+        const credentialData = await getCredentialData(nodeData.credential ?? '', options)
+        const nvdiaNIMApiKey = getCredentialParam('nvdiaNIMApiKey', credentialData, nodeData)
+
+        const obj: Partial<OpenAIChatInput> & BaseLLMParams & { nvdiaNIMApiKey?: string } = {
+            temperature: parseFloat(temperature),
+            modelName,
+            openAIApiKey: nvdiaNIMApiKey,
+            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
+
+        let parsedBaseOptions: any | undefined = undefined
+
+        if (baseOptions) {
+            try {
+                parsedBaseOptions = typeof baseOptions === 'object' ? baseOptions : JSON.parse(baseOptions)
+            } catch (exception) {
+                throw new Error("Invalid JSON in the ChatOpenAI's BaseOptions: " + exception)
+            }
+        }
+
+        const model = new ChatOpenAI(obj, {
+            basePath,
+            baseOptions: parsedBaseOptions
+        })
+        return model
+    }
+}
+
+module.exports = { nodeClass: ChatNvdiaNIM_ChatModels }
@@ -0,0 +1,5 @@
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