Extending support for Caching to all LLM's.

This commit is contained in:
vinodkiran
2023-09-29 08:19:44 +05:30
parent d588ac0480
commit d81869fd59
8 changed files with 83 additions and 15 deletions
@@ -1,7 +1,8 @@
import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
import { AzureOpenAIInput, OpenAI, OpenAIInput } from 'langchain/llms/openai'
import { BaseCache } from 'langchain/schema'
import { BaseLLMParams } from 'langchain/llms/base'
class AzureOpenAI_LLMs implements INode {
label: string
name: string
@@ -17,7 +18,7 @@ class AzureOpenAI_LLMs implements INode {
constructor() {
this.label = 'Azure OpenAI'
this.name = 'azureOpenAI'
this.version = 1.0
this.version = 2.0
this.type = 'AzureOpenAI'
this.icon = 'Azure.svg'
this.category = 'LLMs'
@@ -30,6 +31,12 @@ class AzureOpenAI_LLMs implements INode {
credentialNames: ['azureOpenAIApi']
}
this.inputs = [
{
label: 'Cache',
name: 'llmCache',
type: 'LLMCache',
optional: true
},
{
label: 'Model Name',
name: 'modelName',
@@ -163,7 +170,9 @@ class AzureOpenAI_LLMs implements INode {
const azureOpenAIApiDeploymentName = getCredentialParam('azureOpenAIApiDeploymentName', credentialData, nodeData)
const azureOpenAIApiVersion = getCredentialParam('azureOpenAIApiVersion', credentialData, nodeData)
const obj: Partial<AzureOpenAIInput> & Partial<OpenAIInput> = {
const llmCache = nodeData.inputs?.llmCache as BaseCache
const obj: Partial<AzureOpenAIInput> & BaseLLMParams & Partial<OpenAIInput> = {
temperature: parseFloat(temperature),
modelName,
azureOpenAIApiKey,
@@ -179,6 +188,7 @@ class AzureOpenAI_LLMs implements INode {
if (presencePenalty) obj.presencePenalty = parseFloat(presencePenalty)
if (timeout) obj.timeout = parseInt(timeout, 10)
if (bestOf) obj.bestOf = parseInt(bestOf, 10)
if (llmCache) obj.cache = llmCache
const model = new OpenAI(obj)
return model