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Feature/update openai version, add reasoning effort param, add o3 mini (#3973)

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* update openai version, add reasoning effort param

* update azure

* add filter for pinecone llamaindex

* update graph cypher qa chain
This commit is contained in:
Henry Heng
2025-02-04 08:43:27 +00:00
committed by GitHub
parent 2a0e712b7d
commit a0b4abdd13
24 changed files with 498 additions and 289 deletions
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packages/components/nodes/chatmodels/AzureChatOpenAI/AzureChatOpenAI.ts
+35 -10
View File
@@ -1,11 +1,9 @@
import { AzureOpenAIInput, ChatOpenAI as LangchainChatOpenAI, OpenAIChatInput, ClientOptions, LegacyOpenAIInput } from '@langchain/openai'
import { AzureOpenAIInput, AzureChatOpenAI as LangchainAzureChatOpenAI, ChatOpenAIFields, OpenAIClient } from '@langchain/openai'
import { BaseCache } from '@langchain/core/caches'
import { BaseLLMParams } from '@langchain/core/language_models/llms'
import { ICommonObject, IMultiModalOption, INode, INodeData, INodeOptionsValue, INodeParams } from '../../../src/Interface'
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
import { ChatOpenAI } from '../ChatOpenAI/FlowiseChatOpenAI'
import { getModels, MODEL_TYPE } from '../../../src/modelLoader'
import { BaseChatModelParams } from '@langchain/core/language_models/chat_models'
import { AzureChatOpenAI } from './FlowiseAzureChatOpenAI'
const serverCredentialsExists =
!!process.env.AZURE_OPENAI_API_KEY &&
@@ -33,7 +31,7 @@ class AzureChatOpenAI_ChatModels implements INode {
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(LangchainChatOpenAI)]
this.baseClasses = [this.type, ...getBaseClasses(LangchainAzureChatOpenAI)]
this.credential = {
label: 'Connect Credential',
name: 'credential',
@@ -155,6 +153,29 @@ class AzureChatOpenAI_ChatModels implements INode {
default: 'low',
optional: false,
additionalParams: true
},
{
label: 'Reasoning Effort',
description: 'Constrains effort on reasoning for reasoning models. Only applicable for o1 models',
name: 'reasoningEffort',
type: 'options',
options: [
{
label: 'Low',
name: 'low'
},
{
label: 'Medium',
name: 'medium'
},
{
label: 'High',
name: 'high'
}
],
default: 'low',
optional: false,
additionalParams: true
}
]
}
@@ -178,6 +199,7 @@ class AzureChatOpenAI_ChatModels implements INode {
const topP = nodeData.inputs?.topP as string
const basePath = nodeData.inputs?.basepath as string
const baseOptions = nodeData.inputs?.baseOptions
const reasoningEffort = nodeData.inputs?.reasoningEffort as OpenAIClient.Chat.ChatCompletionReasoningEffort
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const azureOpenAIApiKey = getCredentialParam('azureOpenAIApiKey', credentialData, nodeData)
@@ -188,10 +210,7 @@ class AzureChatOpenAI_ChatModels implements INode {
const allowImageUploads = nodeData.inputs?.allowImageUploads as boolean
const imageResolution = nodeData.inputs?.imageResolution as string
const obj: Partial<AzureOpenAIInput> &
BaseLLMParams &
Partial<OpenAIChatInput> &
BaseChatModelParams & { configuration?: ClientOptions & LegacyOpenAIInput } = {
const obj: ChatOpenAIFields & Partial<AzureOpenAIInput> = {
temperature: parseFloat(temperature),
modelName,
azureOpenAIApiKey,
@@ -218,6 +237,12 @@ class AzureChatOpenAI_ChatModels implements INode {
console.error('Error parsing base options', exception)
}
}
if (modelName === 'o3-mini') {
delete obj.temperature
}
if ((modelName.includes('o1') || modelName.includes('o3')) && reasoningEffort) {
obj.reasoningEffort = reasoningEffort
}
const multiModalOption: IMultiModalOption = {
image: {
@@ -226,7 +251,7 @@ class AzureChatOpenAI_ChatModels implements INode {
}
}
const model = new ChatOpenAI(nodeData.id, obj)
const model = new AzureChatOpenAI(nodeData.id, obj)
model.setMultiModalOption(multiModalOption)
return model
}
packages/components/nodes/chatmodels/AzureChatOpenAI/FlowiseAzureChatOpenAI.ts
+41
View File
@@ -0,0 +1,41 @@
import { AzureChatOpenAI as LangchainAzureChatOpenAI, OpenAIChatInput, AzureOpenAIInput, ClientOptions } from '@langchain/openai'
import { IMultiModalOption, IVisionChatModal } from '../../../src'
import { BaseChatModelParams } from '@langchain/core/language_models/chat_models'
export class AzureChatOpenAI extends LangchainAzureChatOpenAI implements IVisionChatModal {
configuredModel: string
configuredMaxToken?: number
multiModalOption: IMultiModalOption
id: string
constructor(
id: string,
fields?: Partial<OpenAIChatInput> &
Partial<AzureOpenAIInput> & {
openAIApiKey?: string
openAIApiVersion?: string
openAIBasePath?: string
deploymentName?: string
} & BaseChatModelParams & {
configuration?: ClientOptions
}
) {
super(fields)
this.id = id
this.configuredModel = fields?.modelName ?? ''
this.configuredMaxToken = fields?.maxTokens
}
revertToOriginalModel(): void {
this.modelName = this.configuredModel
this.maxTokens = this.configuredMaxToken
}
setMultiModalOption(multiModalOption: IMultiModalOption): void {
this.multiModalOption = multiModalOption
}
setVisionModel(): void {
// pass
}
}