Content: 00140.zip (60.23 KB)
Uploaded: 14.01.2026

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$6.95
# Generate n8n workflows from text using AI, documentation, and web search

This template turns natural language descriptions into fully functional n8n workflows in JSON format. It uses a LangChain agent with RAG (Pinecone) and web search (SerpAPI) to generate technically accurate automation blueprints. Designed for professionals working with n8n who want to accelerate development using artificial intelligence.

## Who it´s for
- n8n developers needing to quickly build complex workflows
- Automation engineers looking to leverage AI for integration design
- Teams building internal tools based on n8n documentation
- n8n consultants accelerating client solution delivery

## What the automation does
- Accepts user text input via chat or manual trigger
- Launches a LangChain agent with OpenRouter GPT-4o model to analyze the request
- Queries a vector knowledge base (Pinecone) containing n8n documentation
- Supplements data with web search via SerpAPI for examples and integrations
- Generates a structured n8n workflow template in JSON
- Validates output and returns it as a downloadable file
- Includes subprocesses for crawling docs.n8n.io via Firecrawl and updating embeddings

## What´s included
- Ready-to-use n8n workflow
- Trigger logic for chat_message and manual_workflow_trigger
- Integrations with Pinecone, SerpAPI, OpenAI Embeddings, Google Drive, Firecrawl, and HTTP API
- Basic textual guide for launch and adaptation

## Requirements for setup
- n8n account
- Pinecone Vector Database access
- SerpAPI key for web search
- OpenRouter API key (supporting GPT-4o)
- Google Drive account (optional, for storing templates)
- Firecrawl API access for documentation crawling

## Benefits and outcomes
- Reduced time for workflow design and implementation
- Increased accuracy through official documentation retrieval
- Ability to generate workflows with rare or new integrations via web search
- Automatic knowledge base updates by parsing documentation
- Simplified access to n8n for non-technical users via chat interface
- Reusability of generated templates across projects
- Support for advanced scenarios with AI agents and external data sources

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via chat
n8n workflow generation
natural language to automation
LangChain agent with RAG
Pinecone vector database
SerpAPI web search
generate n8n JSON template
crawl n8n documentation
vector store training
Firecrawl integration
AI-powered workflow builder
OpenRouter GPT-4o model
documentation search n8n
chat-based workflow generator
automated n8n templates
complex workflow automation
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