Templates / Handle LinkedIn inbox RAG replies with Unipile, Claude, Pinecone, and Airtable

Handle LinkedIn inbox RAG replies with Unipile, Claude, Pinecone, and Airtable

Ready for 3.0

by Salman Mehboob ✓ · 983 views · created 2026-07-10 · Support Chatbot, AI RAG

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 36 nodes and runs on Google Drive events (file created) (plus 2 other triggers). Along the way it connects Google Drive, Pinecone Vector Store, Airtable and Embeddings Google Gemini and 1 more.

How it runs

Trigger: On Google Drive events (file created) (plus 2 other triggers).

  1. Download File (Google Drive): download
  2. Config (Edit Fields (Set)): sets 1 field: autoSend
  3. Extract Payload (Edit Fields (Set)): sets 4 fields: record_id, chat_id, ai_draft…
  4. Pinecone Insert (Pinecone Vector Store): stores documents in the Pinecone vector store, with embeddings: Embeddings Google Gemini; document loader: Default Data Loader
  5. Extract & Normalize Fields (Edit Fields (Set)): sets 10 fields: event, feature, user_id…
  6. Valid Approved Payload? (If): checks a condition and branches into true / false
  7. Log to KB Log (Airtable): create
  8. Valid Inbound Message? (If): checks a condition and branches into true / false
  9. Send Approved Reply via Unipile (HTTP Request): calls an HTTP API (POST)
  10. Log Invalid Payload (Airtable): create

…plus 15 more steps. See the full node list below.

Services it uses

Google DrivePinecone Vector StoreAirtableEmbeddings Google GeminiOpenRouter Chat Model

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 (16)

From the author

Quick overview Automatically ingest your knowledge base, monitor your LinkedIn company page inbox, and reply to leads and customers with AI-drafted, source-grounded answers. Classifies every message, checks for spam, drafts replies using Claude and Pinecone…

Excerpt from Salman Mehboob's description on n8n.io.

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

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