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2 changes: 1 addition & 1 deletion packages/components/nodes/llms/Cohere/Cohere.ts
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
import { INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses } from '../../../src/utils'
import { Cohere, CohereInput } from 'langchain/llms/cohere'
import { Cohere, CohereInput } from './core'

class Cohere_LLMs implements INode {
label: string
Expand Down
78 changes: 78 additions & 0 deletions packages/components/nodes/llms/Cohere/core.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,78 @@
import { LLM, BaseLLMParams } from 'langchain/llms/base'

export interface CohereInput extends BaseLLMParams {
/** Sampling temperature to use */
temperature?: number

/**
* Maximum number of tokens to generate in the completion.
*/
maxTokens?: number

/** Model to use */
model?: string

apiKey?: string
}

export class Cohere extends LLM implements CohereInput {
temperature = 0

maxTokens = 250

model: string

apiKey: string

constructor(fields?: CohereInput) {
super(fields ?? {})

const apiKey = fields?.apiKey ?? undefined

if (!apiKey) {
throw new Error('Please set the COHERE_API_KEY environment variable or pass it to the constructor as the apiKey field.')
}

this.apiKey = apiKey
this.maxTokens = fields?.maxTokens ?? this.maxTokens
this.temperature = fields?.temperature ?? this.temperature
this.model = fields?.model ?? this.model
}

_llmType() {
return 'cohere'
}

/** @ignore */
async _call(prompt: string, options: this['ParsedCallOptions']): Promise<string> {
const { cohere } = await Cohere.imports()

cohere.init(this.apiKey)

// Hit the `generate` endpoint on the `large` model
const generateResponse = await this.caller.callWithOptions({ signal: options.signal }, cohere.generate.bind(cohere), {
prompt,
model: this.model,
max_tokens: this.maxTokens,
temperature: this.temperature,
end_sequences: options.stop
})
try {
return generateResponse.body.generations[0].text
} catch {
throw new Error('Could not parse response.')
}
}

/** @ignore */
static async imports(): Promise<{
cohere: typeof import('cohere-ai')
}> {
try {
const { default: cohere } = await import('cohere-ai')
return { cohere }
} catch (e) {
throw new Error('Please install cohere-ai as a dependency with, e.g. `yarn add cohere-ai`')
}
}
}