Predict F1 Race Winners with OpenAI GPT-4o, Historical Data & Slack Alerts
Ready for 3.0Ready 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 27 nodes and runs on a schedule (every day at 08:00). Along the way it connects OpenAI Chat Model, HTTP Request, Embeddings OpenAI and Postgres and 2 more.
How it runs
Trigger: On a schedule (every day at 08:00).
- Workflow Configuration (Edit Fields (Set)): sets 6 fields: f1ApiBaseUrl, currentSeason, newsApiUrl…
- Fetch Current F1 Season Data (HTTP Request): calls an HTTP API
- Fetch Driver Standings (HTTP Request): calls an HTTP API
- Fetch Constructor Standings (HTTP Request): calls an HTTP API
- Fetch Historical Race Results (HTTP Request): calls an HTTP API
- Fetch Qualifying Results (HTTP Request): calls an HTTP API
- Fetch Circuit Information (HTTP Request): calls an HTTP API
- Merge F1 Data (Code): runs custom JavaScript code
- Aggregate: combines items into one
- F1 Prediction Agent (AI Agent): runs an AI agent, with model: OpenAI Chat Model; 4 tools (Weather Data Tool, Real-Time F1 News Tool, Statistical Analysis Tool, Historical Data Retrieval Tool)
…plus 7 more steps. See the full node list below.
Services it uses
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 (17)
- Schedule Trigger
n8n-nodes-base.scheduleTrigger - Edit Fields (Set)
n8n-nodes-base.set - HTTP Request
n8n-nodes-base.httpRequest - Code
n8n-nodes-base.code - AI Agent
@n8n/n8n-nodes-langchain.agent - OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - Http Request Tool
n8n-nodes-base.httpRequestTool - Simple Vector Store
@n8n/n8n-nodes-langchain.vectorStoreInMemory - Embeddings OpenAI
@n8n/n8n-nodes-langchain.embeddingsOpenAi - Default Data Loader
@n8n/n8n-nodes-langchain.documentDefaultDataLoader - Recursive Character Text Splitter
@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter - If
n8n-nodes-base.if - Postgres
n8n-nodes-base.postgres - Slack
n8n-nodes-base.slack - Google Sheets
n8n-nodes-base.googleSheets - Aggregate
n8n-nodes-base.aggregate - Code Tool
@n8n/n8n-nodes-langchain.toolCode
From the author
How It Works Every day at 8 AM, the workflow automatically retrieves the latest F1 data—including driver standings, qualifying results, race schedules, and circuit information. All sources are merged into a unified dataset, and driver performance metrics are…