AI chat via webhook: answers questions and recommends…

This automation template enables an intelligent chatbot using n8n, LangChain, and Mistral Cloud. It receives text messages via webhook, classifies user intent, and routes the request to the appropriate agent — greeting, article search, Q&A, or fallback. The integration with WordPress ensures accurate content recommendations based on your knowledge base.

## Who it´s for
- WordPress blog owners looking to add AI-powered support
- Support teams using chat channels for automated responses
- Marketers automating content recommendations
- Developers building AI agents on open APIs
- SaaS projects with a knowledge base needing article auto-matching

## What the automation does
- Receives incoming messages via HTTP webhook
- Uses an LLM-based classifier to detect query type (greeting, search, Q&A, etc.)
- Triggers the relevant agent: Greeting, Article Search, Post Recommendation, Writer, or Fallback
- Handles JSON parsing, dialogue memory, and response generation via Mistral Cloud
- Queries WordPress via HTTP API (by slug, title, etc.)
- Aggregates results and returns a natural-language response

## What´s included
- Ready-to-use n8n workflow
- Intent routing logic using LangChain and Mistral Cloud
- Integrations with WordPress (HTTP), Webhook API, and Mistral Cloud
- Basic written instructions for setup and adaptation

## Requirements for setup
- n8n instance with workflow editing access
- WordPress API access (GET requests enabled)
- Mistral Cloud API key
- Configured webhook endpoint to receive messages

## Benefits and outcomes
- Automates first-line support without human involvement
- Personalized article recommendations based on conversation context
- Reduces support load by handling common questions autonomously
- Extensible: easy to add new agents and query types
- Open architecture using n8n and LangChain for flexible customization
- Compatible with any system accepting webhooks

## 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 Telegram: @gleb923.