Dynamically switch between LLMs for AI Agents using LangChain Code — n8n ワークフロー

複雑度 トリガー15個のノード AI👁 3,805回閲覧作成者:Mario

概要

Dynamically switch between LLMs for AI Agents using LangChain Code

Purpose

This example workflow demonstrates a way to connect multiple LLMs to a single AI Agent/LangChain Node and programmatically use one – or in this case loop through them.

What it does

This AI workflow takes in customer complaints and generates a response that is being validated before returned. If the answer was not satisfactory, the response will be generated again with a more capable model.

How it works

A LangChain C

使用ノード

Basic LLM ChainLangChain CodeOpenAI Chat ModelSentiment Analysis

ワークフロープレビュー

Customer complaint - example
I really *love* waiting two weeks just to get a keyboar
Defines the LLM node by index which should be
Dynamically connects the LLM by the index pro
Check if LangChain Code Node ran into error.
Generates a polite answer based on the custom
Analyses the generated answer by certain crit
Increases the index to choose the next availa
modelmodelmodelmodelmodel
W
When chat message received
Switch Model
S
Set LLM index
I
Increase LLM index
N
No Operation, do nothing
C
Check for expected error
L
Loop finished without re…
U
Unexpected error
R
Return result
OpenAI 4o-mini
OpenAI 4o
OpenAI o1
OpenAI Chat Model
Validate response
Generate response
15 nodes15 edges

仕組み

  1. 1

    トリガー

    このワークフローは トリガー トリガーで開始します。

  2. 2

    処理

    データは 15 個のノードを流れます, connecting chainllm, chattrigger, code。

  3. 3

    出力

    ワークフローは自動化を完了し、設定された宛先に結果を配信します。

ノード詳細 (15)

BA

Basic LLM Chain

n8n-nodes-langchain.chainLlm

#1
LA

LangChain Code

n8n-nodes-langchain.code

#2
OP

OpenAI Chat Model

n8n-nodes-langchain.lmChatOpenAi

#3
SE

Sentiment Analysis

n8n-nodes-langchain.sentimentAnalysis

#4

このワークフローのインポート方法

  1. 1右側の JSONをダウンロード ボタンをクリックしてワークフローファイルを保存します。
  2. 2n8nインスタンスを開き、ワークフロー → 新規 → ファイルからインポート に進みます。
  3. 3ダウンロードした dynamically-switch-between-llms-for-ai-agents-using-langchain-code ファイルを選択し、インポートをクリックします。
  4. 4各サービスノードの 認証情報(APIキー、OAuthなど)を設定します。
  5. 5ワークフローをテスト をクリックして動作確認し、有効化します。

またはn8nの JSONからインポート に直接貼り付け:

{ "name": "Dynamically switch between LLMs for AI Agents using LangChain Code", "nodes": [...], ...}

インテグレーション

chainllmchattriggercodeiflmchatopenaisentimentanalysisset

このワークフローを取得

ワンクリックでダウンロード&インポート

JSONをダウンロードn8n.ioで見る
ノード15
複雑度medium
トリガーtrigger
閲覧数3,805
カテゴリAI

作成者

Mario

Mario

@octionic

タグ

chainllmchattriggercodeiflmchatopenaisentimentanalysisset

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