Base changes to enable AzureChatOpenAI for image upload

pull/1898/head
vinodkiran 2024-03-06 12:30:39 +05:30
parent e699bbf2a2
commit da43fb7f44
2 changed files with 51 additions and 7 deletions

View File

@ -1,8 +1,9 @@
import { AzureOpenAIInput, ChatOpenAI, OpenAIChatInput } from '@langchain/openai'
import { AzureOpenAIInput, ChatOpenAI as LangchainChatOpenAI, 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 { ICommonObject, IMultiModalOption, INode, INodeData, INodeParams } from "../../../src/Interface";
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
import { ChatOpenAI } from '../ChatOpenAI/FlowiseChatOpenAI'
class AzureChatOpenAI_ChatModels implements INode {
label: string
@ -19,12 +20,12 @@ class AzureChatOpenAI_ChatModels implements INode {
constructor() {
this.label = 'Azure ChatOpenAI'
this.name = 'azureChatOpenAI'
this.version = 2.0
this.version = 3.0
this.type = 'AzureChatOpenAI'
this.icon = 'Azure.svg'
this.category = 'Chat Models'
this.description = 'Wrapper around Azure OpenAI large language models that use the Chat endpoint'
this.baseClasses = [this.type, ...getBaseClasses(ChatOpenAI)]
this.baseClasses = [this.type, ...getBaseClasses(LangchainChatOpenAI)]
this.credential = {
label: 'Connect Credential',
name: 'credential',
@ -102,6 +103,38 @@ class AzureChatOpenAI_ChatModels implements INode {
step: 1,
optional: true,
additionalParams: true
},
{
label: 'Allow Image Uploads',
name: 'allowImageUploads',
type: 'boolean',
description:
'Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent',
default: false,
optional: true
},
{
label: 'Image Resolution',
description: 'This parameter controls the resolution in which the model views the image.',
name: 'imageResolution',
type: 'options',
options: [
{
label: 'Low',
name: 'low'
},
{
label: 'High',
name: 'high'
},
{
label: 'Auto',
name: 'auto'
}
],
default: 'low',
optional: false,
additionalParams: true
}
]
}
@ -122,7 +155,10 @@ class AzureChatOpenAI_ChatModels implements INode {
const azureOpenAIApiDeploymentName = getCredentialParam('azureOpenAIApiDeploymentName', credentialData, nodeData)
const azureOpenAIApiVersion = getCredentialParam('azureOpenAIApiVersion', credentialData, nodeData)
const obj: Partial<AzureOpenAIInput> & BaseLLMParams & Partial<OpenAIChatInput> = {
const allowImageUploads = nodeData.inputs?.allowImageUploads as boolean
const imageResolution = nodeData.inputs?.imageResolution as string
const obj: Partial<AzureOpenAIInput> & BaseLLMParams & Partial<OpenAIChatInput> & { multiModalOption?: IMultiModalOption } = {
temperature: parseFloat(temperature),
modelName,
azureOpenAIApiKey,
@ -138,7 +174,15 @@ class AzureChatOpenAI_ChatModels implements INode {
if (timeout) obj.timeout = parseInt(timeout, 10)
if (cache) obj.cache = cache
const model = new ChatOpenAI(obj)
const multiModalOption: IMultiModalOption = {
image: {
allowImageUploads: allowImageUploads ?? false,
imageResolution
}
}
obj.multiModalOption = multiModalOption
const model = new ChatOpenAI(nodeData.id, obj)
return model
}
}

View File

@ -1534,7 +1534,7 @@ export class App {
if (!chatflow) return `Chatflow ${chatflowid} not found`
const uploadAllowedNodes = ['llmChain', 'conversationChain', 'mrklAgentChat', 'conversationalAgent']
const uploadProcessingNodes = ['chatOpenAI']
const uploadProcessingNodes = ['chatOpenAI', 'azureChatOpenAI']
const flowObj = JSON.parse(chatflow.flowData)
const imgUploadSizeAndTypes: IUploadFileSizeAndTypes[] = []