Templates / Train and deploy ML models with Claude and Slack approval

Train and deploy ML models with Claude and Slack approval

Ready for 3.0

by Surya Vardhan Yalavarthi ✓ · 129 views · created 2026-03-01 · Engineering, AI Summarization

Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 24 nodes and runs when an HTTP POST request hits its webhook URL. Along the way it connects Anthropic Chat Model and Slack.

How it runs

Trigger: When an HTTP POST request hits its webhook URL.

  1. P1: Plan ML Strategy (Basic LLM Chain): sends a prompt to an LLM, with model: P1: Anthropic Sonnet
  2. P1: Parse Strategy (Code): runs custom JavaScript code
  3. P1: Log Strategy (HTTP Request): calls an HTTP API (POST)
  4. P2: Fetch CSV (HTTP Request): calls an HTTP API
  5. P2: Clean Data (Code): runs custom JavaScript code
  6. P2: Log Data Eng (HTTP Request): calls an HTTP API (POST)
  7. P3: Reason About Features (Basic LLM Chain): sends a prompt to an LLM, with model: P3: Anthropic Haiku
  8. P3: Parse Feature Plan (Code): runs custom JavaScript code
  9. P3: Engineer Features (Code): runs custom JavaScript code
  10. P3: Log Feature Eng (HTTP Request): calls an HTTP API (POST)

…plus 9 more steps. See the full node list below.

Services it uses

Anthropic Chat ModelSlack

Before you upgrade to n8n 3.0

Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.

Nodes used (6)

From the author

What this workflow does This workflow automates the full machine learning lifecycle end-to-end using Claude AI as the intelligent decision-maker at every stage. Send one HTTP request with a dataset URL and a business goal — and the pipeline handles everything…

Excerpt from Surya Vardhan Yalavarthi's description on n8n.io.

View the original on n8n.io → Check your own copy

Get the weekly “what broke” email

New templates, newly broken ones, and n8n release changes. One short email a week.

Form not loading? Subscribe here.