Addition of Cache Option for Chat Models

This commit is contained in:
vinodkiran
2023-10-08 11:44:43 +05:30
parent dbd655580d
commit 679eac1d0b
10 changed files with 115 additions and 16 deletions
@@ -2,6 +2,8 @@ import { OpenAIBaseInput } from 'langchain/dist/types/openai-types'
import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
import { AzureOpenAIInput, ChatOpenAI } from 'langchain/chat_models/openai'
import { BaseCache } from 'langchain/schema'
import { BaseLLMParams } from 'langchain/llms/base'
class AzureChatOpenAI_ChatModels implements INode {
label: string
@@ -18,7 +20,7 @@ class AzureChatOpenAI_ChatModels implements INode {
constructor() {
this.label = 'Azure ChatOpenAI'
this.name = 'azureChatOpenAI'
this.version = 1.0
this.version = 2.0
this.type = 'AzureChatOpenAI'
this.icon = 'Azure.svg'
this.category = 'Chat Models'
@@ -31,6 +33,12 @@ class AzureChatOpenAI_ChatModels implements INode {
credentialNames: ['azureOpenAIApi']
}
this.inputs = [
{
label: 'Cache',
name: 'cache',
type: 'LLMCache',
optional: true
},
{
label: 'Model Name',
name: 'modelName',
@@ -107,6 +115,7 @@ class AzureChatOpenAI_ChatModels implements INode {
const presencePenalty = nodeData.inputs?.presencePenalty as string
const timeout = nodeData.inputs?.timeout as string
const streaming = nodeData.inputs?.streaming as boolean
const cache = nodeData.inputs?.llmCache as BaseCache
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const azureOpenAIApiKey = getCredentialParam('azureOpenAIApiKey', credentialData, nodeData)
@@ -114,7 +123,7 @@ class AzureChatOpenAI_ChatModels implements INode {
const azureOpenAIApiDeploymentName = getCredentialParam('azureOpenAIApiDeploymentName', credentialData, nodeData)
const azureOpenAIApiVersion = getCredentialParam('azureOpenAIApiVersion', credentialData, nodeData)
const obj: Partial<AzureOpenAIInput> & Partial<OpenAIBaseInput> = {
const obj: Partial<AzureOpenAIInput> & BaseLLMParams & Partial<OpenAIBaseInput> = {
temperature: parseFloat(temperature),
modelName,
azureOpenAIApiKey,
@@ -128,6 +137,7 @@ class AzureChatOpenAI_ChatModels implements INode {
if (frequencyPenalty) obj.frequencyPenalty = parseFloat(frequencyPenalty)
if (presencePenalty) obj.presencePenalty = parseFloat(presencePenalty)
if (timeout) obj.timeout = parseInt(timeout, 10)
if (cache) obj.cache = cache
const model = new ChatOpenAI(obj)
return model