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 { INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses } from '../../../src/utils'
import { OpenAIChat } from 'langchain/llms/openai'
import { OpenAIChatInput } from 'langchain/chat_models/openai'
import { BaseCache } from 'langchain/schema'
import { BaseLLMParams } from 'langchain/llms/base'
class ChatLocalAI_ChatModels implements INode {
label: string
@@ -17,13 +19,19 @@ class ChatLocalAI_ChatModels implements INode {
constructor() {
this.label = 'ChatLocalAI'
this.name = 'chatLocalAI'
this.version = 1.0
this.version = 2.0
this.type = 'ChatLocalAI'
this.icon = 'localai.png'
this.category = 'Chat Models'
this.description = 'Use local LLMs like llama.cpp, gpt4all using LocalAI'
this.baseClasses = [this.type, 'BaseChatModel', ...getBaseClasses(OpenAIChat)]
this.inputs = [
{
label: 'Cache',
name: 'cache',
type: 'LLMCache',
optional: true
},
{
label: 'Base Path',
name: 'basePath',
@@ -78,8 +86,9 @@ class ChatLocalAI_ChatModels implements INode {
const topP = nodeData.inputs?.topP as string
const timeout = nodeData.inputs?.timeout as string
const basePath = nodeData.inputs?.basePath as string
const cache = nodeData.inputs?.llmCache as BaseCache
const obj: Partial<OpenAIChatInput> & { openAIApiKey?: string } = {
const obj: Partial<OpenAIChatInput> & BaseLLMParams & { openAIApiKey?: string } = {
temperature: parseFloat(temperature),
modelName,
openAIApiKey: 'sk-'
@@ -88,6 +97,7 @@ class ChatLocalAI_ChatModels implements INode {
if (maxTokens) obj.maxTokens = parseInt(maxTokens, 10)
if (topP) obj.topP = parseFloat(topP)
if (timeout) obj.timeout = parseInt(timeout, 10)
if (cache) obj.cache = cache
const model = new OpenAIChat(obj, { basePath })