add multi prompt chain

2026-06-22 09:01:09 +03:00 · 2023-05-25 00:36:09 +01:00
parent f2d8796920
commit 1d42456ba1
7 changed files with 609 additions and 1 deletions
@@ -0,0 +1,68 @@
+import { BaseLanguageModel } from 'langchain/base_language'
+import { INode, INodeData, INodeParams, PromptRetriever } from '../../../src/Interface'
+import { getBaseClasses } from '../../../src/utils'
+import { MultiPromptChain } from 'langchain/chains'
+
+class MultiPromptChain_Chains implements INode {
+    label: string
+    name: string
+    type: string
+    icon: string
+    category: string
+    baseClasses: string[]
+    description: string
+    inputs: INodeParams[]
+
+    constructor() {
+        this.label = 'Multi Prompt Chain'
+        this.name = 'multiPromptChain'
+        this.type = 'MultiPromptChain'
+        this.icon = 'chain.svg'
+        this.category = 'Chains'
+        this.description = 'Chain automatically picks an appropriate prompt from multiple prompt templates'
+        this.baseClasses = [this.type, ...getBaseClasses(MultiPromptChain)]
+        this.inputs = [
+            {
+                label: 'Language Model',
+                name: 'model',
+                type: 'BaseLanguageModel'
+            },
+            {
+                label: 'Prompt Retriever',
+                name: 'promptRetriever',
+                type: 'PromptRetriever',
+                list: true
+            }
+        ]
+    }
+
+    async init(nodeData: INodeData): Promise<any> {
+        const model = nodeData.inputs?.model as BaseLanguageModel
+        const promptRetriever = nodeData.inputs?.promptRetriever as PromptRetriever[]
+        const promptNames = []
+        const promptDescriptions = []
+        const promptTemplates = []
+
+        for (const prompt of promptRetriever) {
+            promptNames.push(prompt.name)
+            promptDescriptions.push(prompt.description)
+            promptTemplates.push(prompt.systemMessage)
+        }
+
+        const chain = MultiPromptChain.fromPrompts(model, promptNames, promptDescriptions, promptTemplates, undefined, {
+            verbose: process.env.DEBUG === 'true' ? true : false
+        } as any)
+
+        return chain
+    }
+
+    async run(nodeData: INodeData, input: string): Promise<string> {
+        const chain = nodeData.instance as MultiPromptChain
+
+        const res = await chain.call({ input })
+
+        return res?.text
+    }
+}
+
+module.exports = { nodeClass: MultiPromptChain_Chains }