- update LangchainJS version

- add types & interfaces

- small ui bug fix

- update marketplace files
This commit is contained in:
Henry
2023-04-13 18:32:00 +01:00
parent 02d8284f58
commit 9281b57ef1
47 changed files with 1178 additions and 1141 deletions
@@ -1,5 +1,8 @@
import { INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses } from '../../../src/utils'
import { LLMChain } from 'langchain/chains'
import { BaseLanguageModel } from 'langchain/base_language'
import { BasePromptTemplate } from 'langchain/prompts'
class LLMChain_Chains implements INode {
label: string
@@ -18,10 +21,11 @@ class LLMChain_Chains implements INode {
this.icon = 'chain.svg'
this.category = 'Chains'
this.description = 'Chain to run queries against LLMs'
this.baseClasses = [this.type, ...getBaseClasses(LLMChain)]
this.inputs = [
{
label: 'LLM',
name: 'llm',
label: 'Language Model',
name: 'model',
type: 'BaseLanguageModel'
},
{
@@ -43,24 +47,17 @@ class LLMChain_Chains implements INode {
]
}
async getBaseClasses(): Promise<string[]> {
const { LLMChain } = await import('langchain/chains')
return getBaseClasses(LLMChain)
}
async init(nodeData: INodeData): Promise<any> {
const { LLMChain } = await import('langchain/chains')
const model = nodeData.inputs?.model as BaseLanguageModel
const prompt = nodeData.inputs?.prompt as BasePromptTemplate
const llm = nodeData.inputs?.llm
const prompt = nodeData.inputs?.prompt
const chain = new LLMChain({ llm, prompt })
const chain = new LLMChain({ llm: model, prompt })
return chain
}
async run(nodeData: INodeData, input: string): Promise<string> {
const inputVariables = nodeData.instance.prompt.inputVariables // ["product"]
const chain = nodeData.instance
const inputVariables = nodeData.instance.prompt.inputVariables as string[] // ["product"]
const chain = nodeData.instance as LLMChain
if (inputVariables.length === 1) {
const res = await chain.run(input)
@@ -71,7 +68,7 @@ class LLMChain_Chains implements INode {
const promptValues = JSON.parse(promptValuesStr.replace(/\s/g, ''))
let seen = []
let seen: string[] = []
for (const variable of inputVariables) {
seen.push(variable)
@@ -81,13 +78,17 @@ class LLMChain_Chains implements INode {
}
if (seen.length === 1) {
const lastValue = seen.pop()
if (!lastValue) throw new Error('Please provide Prompt Values')
const options = {
...promptValues,
[seen.pop()]: input
[lastValue]: input
}
const res = await chain.call(options)
return res?.text
} else throw new Error('Please provide Prompt Values')
} else {
throw new Error('Please provide Prompt Values')
}
} else {
const res = await chain.run(input)
return res