AutomationFlowsAI & RAG › Business Whatsapp AI RAG Chatbot (agent) (agent)

Business Whatsapp AI RAG Chatbot (agent) (agent)

Business WhatsApp AI RAG Chatbot. Uses agent, lmChatOpenAi, vectorStoreQdrant, httpRequest. Webhook trigger; 28 nodes.

Webhook trigger★★★★☆ complexityAI-powered28 nodesAgentOpenAI ChatQdrant Vector StoreHTTP RequestGoogle DriveOpenAI EmbeddingsDocument Default Data LoaderText Splitter Token Splitter
AI & RAG Trigger: Webhook Nodes: 28 Complexity: ★★★★☆ AI nodes: yes Added:

This workflow follows the Agent → Documentdefaultdataloader recipe pattern — see all workflows that pair these two integrations.

The workflow JSON

Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →

Download .json

  

Credentials you'll need

Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.

Pro

For the full experience including quality scoring and batch install features for each workflow upgrade to Pro

About this workflow

Business WhatsApp AI RAG Chatbot. Uses agent, lmChatOpenAi, vectorStoreQdrant, httpRequest. Webhook trigger; 28 nodes.

Source: https://github.com/n8nKOR/n8n-shared-workflow/blob/62a671327e906c22a40d290b339ff6d2373f8d75/workflows/n8nworkflows/ai/2845.json — original creator credit. Request a take-down →

More AI & RAG workflows → · Browse all categories →

Related workflows

Workflows that share integrations, category, or trigger type with this one. All free to copy and import.

AI & RAG

HeyDinastia. Uses executeCommand, httpRequest, youTube, postgres. Webhook trigger; 66 nodes.

Execute Command, HTTP Request, YouTube +15
AI & RAG

This workflow automates multi-channel AI-driven sales engagement for lead qualification, service information delivery, and consultation booking. It integrates WhatsApp, Facebook Messenger, Instagram D

Agent, OpenAI Embeddings, OpenAI Chat +11
AI & RAG

This Workflow simulates an AI-powered phone agent with RetellAI with two main functions: 📅 Appointment Booking – It can schedule appointments directly into Google Calendar. 🧠 RAG-based Information Ret

OpenAI Chat, Output Parser Structured, Qdrant Vector Store +10
AI & RAG

AI Phone Agent with RetellAI. Uses lmChatOpenAi, outputParserStructured, vectorStoreQdrant, embeddingsOpenAi. Webhook trigger; 36 nodes.

OpenAI Chat, Output Parser Structured, Qdrant Vector Store +10
AI & RAG

Indoor Farming Agent. Uses lmChatOpenAi, documentDefaultDataLoader, embeddingsOpenAi, toolVectorStore. Webhook trigger; 36 nodes.

OpenAI Chat, Document Default Data Loader, OpenAI Embeddings +16