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import { INodeParams, INodeCredential } from '../src/Interface' | ||
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class NvdiaNIMApi implements INodeCredential { | ||
label: string | ||
name: string | ||
version: number | ||
description: string | ||
inputs: INodeParams[] | ||
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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' | ||
} | ||
] | ||
} | ||
} | ||
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module.exports = { credClass: NvdiaNIMApi } |
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packages/components/nodes/chatmodels/ChatNvdiaNIM/ChatNvdiaNIM.ts
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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' | ||
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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[] | ||
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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 | ||
} | ||
] | ||
} | ||
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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 | ||
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const credentialData = await getCredentialData(nodeData.credential ?? '', options) | ||
const nvdiaNIMApiKey = getCredentialParam('nvdiaNIMApiKey', credentialData, nodeData) | ||
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const obj: Partial<OpenAIChatInput> & BaseLLMParams & { nvdiaNIMApiKey?: string } = { | ||
temperature: parseFloat(temperature), | ||
modelName, | ||
openAIApiKey: nvdiaNIMApiKey, | ||
streaming: streaming ?? true | ||
} | ||
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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 | ||
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let parsedBaseOptions: any | undefined = undefined | ||
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if (baseOptions) { | ||
try { | ||
parsedBaseOptions = typeof baseOptions === 'object' ? baseOptions : JSON.parse(baseOptions) | ||
} catch (exception) { | ||
throw new Error("Invalid JSON in the ChatOpenAI's BaseOptions: " + exception) | ||
} | ||
} | ||
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const model = new ChatOpenAI(obj, { | ||
basePath, | ||
baseOptions: parsedBaseOptions | ||
}) | ||
return model | ||
} | ||
} | ||
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module.exports = { nodeClass: ChatNvdiaNIM_ChatModels } |
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