Templates / Automated resume scoring with Gemini LLM, Gmail and Notion job profiles

Automated resume scoring with Gemini LLM, Gmail and Notion job profiles

Ready for 3.0

by Agentick AI ✓ · 4,962 views · created 2025-06-30 · HR, 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 16 nodes and runs on Gmail events. Along the way it connects Google Gemini Chat Model, Gmail, Notion and Google Sheets. It also calls api.cloud.llamaindex.ai over HTTP.

How it runs

Trigger: On Gmail events.

  1. Upload to LlamaParse (HTTP Request): calls api.cloud.llamaindex.ai (POST)
  2. Get Processing Status (HTTP Request): calls an HTTP API
  3. Is Job Ready? (Switch): routes items into 4 branches
  4. Get Parsed Resume (HTTP Request): calls an HTTP API
  5. Wait: waits 1 seconds
  6. Professional Information Extractor (Information Extractor): extracts structured fields from text with AI, with model: Google Gemini Chat Model
  7. Educational Information Extractor (Information Extractor): extracts structured fields from text with AI, with model: Google Gemini Chat Model
  8. Personal Information Extractor (Information Extractor): extracts structured fields from text with AI, with model: Google Gemini Chat Model
  9. Merge: merges the data from its input branches
  10. Merge: merges the data from its input branches

…plus 4 more steps. See the full node list below.

Services it uses

Google Gemini Chat ModelGmailNotionGoogle Sheets

HTTP calls to: api.cloud.llamaindex.ai

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.

  • Still check Gmail Trigger below v1.4 runs as v1.4 (drafts skipped, max emails per poll) (Gmail Trigger).

Nodes used (11)

From the author

This n8n template demonstrates how to use AI to score the all Resumes by matching it with Job profile Problem Statement: A Hr person is flooded with resume and spends hours manually checking each to find most suitable ones. How it works 1. It is linked to…

Excerpt from Agentick AI's description on n8n.io.

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

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