Adaptive RAG

Automated workflow: Adaptive RAG. This workflow integrates 13 different services: stickyNote, embeddingsGoogleGemini, vectorStoreQdrant, lmChatGoogleGemini, agent. It contains 48 nodes and follows best practices for error handling and security.

Integrations Used (1)

Workflow Structure (30 nodes)
100%
Execute Workflow Trigger
When Executed by Another Workflow
No Op
Gemini Factual
No Op
Factual Strategy - Focus on Precision
No Op
Analytical Strategy - Comprehensive Coverage
No Op
Chat Buffer Memory Factual
Set
Factual Prompt and Output
Set
Analytical Prompt and Output
No Op
Chat
Set
Combined Fields
No Op
Gemini Classification
No Op
Query Classification
Switch
Switch
No Op
Gemini Analytical
No Op
Gemini Opinion
No Op
Gemini Contextual
No Op
Opinion Strategy - Diverse Perspectives
No Op
Contextual Strategy - User Context Integration
No Op
Chat Buffer Memory Analytical
No Op
Chat Buffer Memory Opinion
No Op
Chat Buffer Memory Contextual
Set
Contextual Prompt and Output
Set
Opinion Prompt and Output
Set
Set Prompt and Output
No Op
Embeddings
No Op
Retrieve Documents from Vector Store
Summarize
Concatenate Context
No Op
Gemini Answer
No Op
Answer
No Op
Chat Buffer Memory
Respond To Webhook
Respond to Webhook
Node Types:
default
logic
transform
trigger
Requires credentials

Prerequisites

Required Credentials (2)

Google Palm

Used by: Gemini Classification, Gemini Factual +5 more

Docs

Qdrant

Used by: Retrieve Documents from Vector Store

Docs

Complexity

Complex

Advanced features used. Requires n8n experience.

Setup time: ~35 min
Score: 58/100
Conditional Logic
4 Integrations

When to Use This Workflow

Real-time Response

React instantly when events happen - new orders, form submissions, or API calls.

Zero delay between trigger and action for time-sensitive workflows.

Time Savings

Replace repetitive manual tasks with reliable automation.

Reclaim hours every week for higher-value work.

Error Reduction

Eliminate human error from routine processes with consistent automation.

Improve accuracy and reliability across your workflows.

workflow.json
{
  "id": "cpuFyJYHKmjHTncz",
  "meta": {
    "instanceId": "workflow-e0fb7e46",
    "versionId": "1.0.0",
    "createdAt": "2025-09-29T07:07:55.942456",
    "updatedAt": "2025-09-29T07:07:55.942470",
    "owner": "n8n-user",
    "license": "MIT",
    "category": "automation",
    "status": "active",
    "priority": "high",
    "environment": "production"
  },
  "name": "Adaptive RAG",
  "tags": [
    "automation",
    "n8n",
    "production-ready",
    "excellent",
...

Workflow Details

Nodes
39
Trigger
Webhook
Source
community
Added
Sep 29, 2025

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