Gmail Customer Support Auto-Responder with Ollama LLM and Pinecone RAG
Built by Setidure Technologies Automate intelligent, friendly replies to customer queries using AI, vector search, and Gmail — all without human effort. --- Overview This is a…
- Use case
- Ticket Management
- Difficulty
- intermediate
- Author
- Aashit Sharma
- Updated
- Jun 7, 2026
Required custom nodes
- gmail
- gmailTrigger
- agent
- lmChatOllama
- lmOllama
- memoryBufferWindow
- vectorStorePinecone
- embeddingsOllama
Gmail Customer Support Auto-Responder with Ollama LLM and Pinecone RAG
A working n8n automation that runs against a local model via Ollama - 392 views on the n8n template library. Built by Setidure Technologies Automate intelligent, friendly replies to customer queries using AI, vector search, and Gmail — all without human effort. --- Overview This is a…
What it does
Built by Setidure Technologies Automate intelligent, friendly replies to customer queries using AI, vector search, and Gmail — all without human effort. --- Overview This is a… It chains 10 nodes, integrating gmail, gmailTrigger, agent, lmChatOllama.
Requirements
- n8n (self-hosted, free) to run the workflow
- Ollama serving a local model
- A GPU with enough VRAM for your chosen model (see best model per GPU)
Import it
Open the workflow on the n8n template library and click Use workflow to import it into your self-hosted n8n, then point its model node at your local Ollama endpoint (http://localhost:11434).
Use it with
Workflow by Aashit Sharma on the n8n template library. We link to the original to import; credit and the workflow JSON belong to its author.