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Add Cerebras Node and Credential (FlowiseAI#3377)
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tgmerritt authored Oct 23, 2024
1 parent 95e0f01 commit f2d2f59
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25 changes: 25 additions & 0 deletions packages/components/credentials/CerebrasApi.credential.ts
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import { INodeParams, INodeCredential } from '../src/Interface'

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

constructor() {
this.label = 'Cerebras API Key'
this.name = 'cerebrasAIApi'
this.version = 1.0
this.inputs = [
{
label: 'Cerebras API Key',
name: 'cerebrasApiKey',
type: 'password',
description: 'API Key (cloud.cerebras.ai)'
}
]
}
}

module.exports = { credClass: CerebrasAPIAuth }
161 changes: 161 additions & 0 deletions packages/components/nodes/chatmodels/ChatCerebras/ChatCerebras.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'

class ChatCerebras_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 = 'ChatCerebras'
this.name = 'chatCerebras'
this.version = 1.0
this.type = 'ChatCerebras'
this.icon = 'cerebras.png'
this.category = 'Chat Models'
this.description = 'Models available via Cerebras'
this.baseClasses = [this.type, ...getBaseClasses(ChatOpenAI)]
this.credential = {
label: 'Connect Credential',
name: 'credential',
type: 'credential',
credentialNames: ['cerebrasAIApi'],
optional: true
}
this.inputs = [
{
label: 'Cache',
name: 'cache',
type: 'BaseCache',
optional: true
},
{
label: 'Model Name',
name: 'modelName',
type: 'string',
placeholder: 'llama3.1-8b'
},
{
label: 'Temperature',
name: 'temperature',
type: 'number',
step: 0.1,
default: 0.9,
optional: 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: 'BasePath',
name: 'basepath',
type: 'string',
optional: true,
default: 'https://api.cerebras.ai/v1',
additionalParams: true
},
{
label: 'BaseOptions',
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 cerebrasAIApiKey = getCredentialParam('cerebrasApiKey', credentialData, nodeData)

const obj: Partial<OpenAIChatInput> & BaseLLMParams & { cerebrasAIApiKey?: string } = {
temperature: parseFloat(temperature),
modelName,
openAIApiKey: cerebrasAIApiKey,
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 ChatCerebras's BaseOptions: " + exception)
}
}
const model = new ChatOpenAI(obj, {
basePath,
baseOptions: parsedBaseOptions
})
return model
}
}

module.exports = { nodeClass: ChatCerebras_ChatModels }
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