Customer support

WhatsApp support suite with RAG, media handling and human handoff

Verified against sourcen8nAdvanced

Summary: WhatsApp support suite with RAG, media handling and human handoff is an AI-agent recipe for small businesses in the Customer support category. Problem it solves: Scaling WhatsApp support beyond FAQs. Built with n8n; difficulty: Advanced. Cost: Template: $0 on n8n.io. Running n8n and the connected APIs costs extra (not priced here). Verified against its primary source on 2026-10-16.

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Help me set up this AI-agent recipe for my small business: "WhatsApp support suite with RAG, media handling and human handoff".

Problem it solves: Scaling WhatsApp support beyond FAQs
What it does: Logs WhatsApp events to a dashboard API, answers inbound messages with an agent using Pinecone retrieval and memory, processes media, exposes webhooks for human replies and chat summaries
Who it's for: SMB with high chat volume
Agent / tools: n8n + WhatsApp Cloud API + OpenRouter + Pinecone + Gemini
Inputs: WhatsApp messages; docs in Pinecone
Outputs: Replies, handoff summaries
Prerequisites: n8n, WhatsApp Cloud API, Pinecone, own dashboard API
Difficulty: Advanced
Cost (as stated by the source): Template: $0 on n8n.io. Running n8n and the connected APIs costs extra (not priced here).
Warnings: WhatsApp-first; useful if your customers prefer WhatsApp; requires a custom dashboard API
Primary sources: https://n8n.io/workflows/17046

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What it does

Logs WhatsApp events to a dashboard API, answers inbound messages with an agent using Pinecone retrieval and memory, processes media, exposes webhooks for human replies and chat summaries

Warnings & notes

Warnings & notes: WhatsApp-first; useful if your customers prefer WhatsApp; requires a custom dashboard API

Details

Problem it solves: Scaling WhatsApp support beyond FAQs
Who it's for: SMB with high chat volume
Agent / tools: n8n + WhatsApp Cloud API + OpenRouter + Pinecone + Gemini
Inputs: WhatsApp messages; docs in Pinecone
Outputs: Replies, handoff summaries
You'll need: n8n, WhatsApp Cloud API, Pinecone, own dashboard API
Difficulty: Advanced
Cost: Template: $0 on n8n.io. Running n8n and the connected APIs costs extra (not priced here).
Only costs stated publicly by the source are shown. Running the tools usually has its own costs.
Date checked: 2026-10-16
Review status: Verified against source

Primary sources

https://n8n.io/workflows/17046

Summary written by Pymzo from the source. We are not affiliated with the author or tools unless labeled.