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Fireworks ai chat model (FlowiseAI#2596)
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* fireworks chat model

* add chatFireworks to streamAvaliableLLMs

* add model parameter input

* Update ChatFireworks.ts

* fix linting

---------

Co-authored-by: Henry Heng <[email protected]>
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mingxin0607 and HenryHengZJ authored Jun 11, 2024
1 parent 9f9aff3 commit 88ee9b0
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23 changes: 23 additions & 0 deletions packages/components/credentials/FireworksApi.credential.ts
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import { INodeParams, INodeCredential } from '../src/Interface'

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

constructor() {
this.label = 'Fireworks API'
this.name = 'fireworksApi'
this.version = 1.0
this.inputs = [
{
label: 'Fireworks Api Key',
name: 'fireworksApiKey',
type: 'password'
}
]
}
}

module.exports = { credClass: FireworksApi }
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import { BaseCache } from '@langchain/core/caches'
import { ChatFireworks } from '@langchain/community/chat_models/fireworks'
import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'

class ChatFireworks_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 = 'ChatFireworks'
this.name = 'chatFireworks'
this.version = 1.0
this.type = 'ChatFireworks'
this.icon = 'Fireworks.png'
this.category = 'Chat Models'
this.description = 'Wrapper around Fireworks Chat Endpoints'
this.baseClasses = [this.type, ...getBaseClasses(ChatFireworks)]
this.credential = {
label: 'Connect Credential',
name: 'credential',
type: 'credential',
credentialNames: ['fireworksApi']
}
this.inputs = [
{
label: 'Cache',
name: 'cache',
type: 'BaseCache',
optional: true
},
{
label: 'Model',
name: 'modelName',
type: 'string',
default: 'accounts/fireworks/models/llama-v2-13b-chat',
placeholder: 'accounts/fireworks/models/llama-v2-13b-chat'
},
{
label: 'Temperature',
name: 'temperature',
type: 'number',
step: 0.1,
default: 0.9,
optional: true
}
]
}

async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
const cache = nodeData.inputs?.cache as BaseCache
const temperature = nodeData.inputs?.temperature as string
const modelName = nodeData.inputs?.modelName as string

const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const fireworksApiKey = getCredentialParam('fireworksApiKey', credentialData, nodeData)

const obj: Partial<ChatFireworks> = {
fireworksApiKey,
model: modelName,
modelName,
temperature: temperature ? parseFloat(temperature) : undefined
}
if (cache) obj.cache = cache

const model = new ChatFireworks(obj)
return model
}
}

module.exports = { nodeClass: ChatFireworks_ChatModels }
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3 changes: 2 additions & 1 deletion packages/server/src/utils/index.ts
Original file line number Diff line number Diff line change
Expand Up @@ -1095,7 +1095,8 @@ export const isFlowValidForStream = (reactFlowNodes: IReactFlowNode[], endingNod
'chatCohere',
'chatGoogleGenerativeAI',
'chatTogetherAI',
'chatTogetherAI_LlamaIndex'
'chatTogetherAI_LlamaIndex',
'chatFireworks'
],
LLMs: ['azureOpenAI', 'openAI', 'ollama']
}
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