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 +2,7 @@ import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Inter
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
import { ChatGoogleVertexAI, GoogleVertexAIChatInput } from 'langchain/chat_models/googlevertexai'
import { GoogleAuthOptions } from 'google-auth-library'
import { BaseCache } from 'langchain/schema'
class GoogleVertexAI_ChatModels implements INode {
label: string
@@ -18,7 +19,7 @@ class GoogleVertexAI_ChatModels implements INode {
constructor() {
this.label = 'ChatGoogleVertexAI'
this.name = 'chatGoogleVertexAI'
this.version = 1.0
this.version = 2.0
this.type = 'ChatGoogleVertexAI'
this.icon = 'vertexai.svg'
this.category = 'Chat Models'
@@ -34,6 +35,12 @@ class GoogleVertexAI_ChatModels implements INode {
'Google Vertex AI credential. If you are using a GCP service like Cloud Run, or if you have installed default credentials on your local machine, you do not need to set this credential.'
}
this.inputs = [
{
label: 'Cache',
name: 'cache',
type: 'LLMCache',
optional: true
},
{
label: 'Model Name',
name: 'modelName',
@@ -113,6 +120,7 @@ class GoogleVertexAI_ChatModels implements INode {
const modelName = nodeData.inputs?.modelName as string
const maxOutputTokens = nodeData.inputs?.maxOutputTokens as string
const topP = nodeData.inputs?.topP as string
const cache = nodeData.inputs?.llmCache as BaseCache
const obj: GoogleVertexAIChatInput<GoogleAuthOptions> = {
temperature: parseFloat(temperature),
@@ -122,6 +130,7 @@ class GoogleVertexAI_ChatModels implements INode {
if (maxOutputTokens) obj.maxOutputTokens = parseInt(maxOutputTokens, 10)
if (topP) obj.topP = parseFloat(topP)
if (cache) obj.cache = cache
const model = new ChatGoogleVertexAI(obj)
return model