Build a website-powered customer support chatbot with Decodo, Pinecone and Gemini
UnknownWhat this workflow does
This AI workflow has 22 nodes and runs when someone submits an n8n form (“Agent Knowledge Base Input”) (plus 1 other trigger). Along the way it connects Embeddings Google Gemini, Pinecone Vector Store, Google Gemini Chat Model and Decodo (community).
How it runs
Trigger: When someone submits an n8n form (“Agent Knowledge Base Input”) (plus 1 other trigger).
- Switch: routes items into 2 branches
- AI Agent: runs an AI agent, with model: Google Gemini Chat Model; 1 tool (Pinecone Vector Store); memory: Simple Memory
- Split Pages URL (Code): runs custom JavaScript code
- Fetch Sitemap (HTTP Request): calls an HTTP API
- Merge: merges the data from its input branches
- XML: converts between XML and JSON
- Remove Duplicate URLs (Remove Duplicates): removes duplicate items
- Extract Page URLs (Code): runs custom JavaScript code
- Loop Over Page URLs (Loop Over Items (Split in Batches)): loops over the items in batches
- Extract Content (HTML): parses or builds HTML
…plus 3 more steps. See the full node list below.
Services it uses
Before you upgrade to n8n 3.0
We can't fully verify this one: it relies on 1 community package, and n8n 3.0 turns unverified community packages off by default (N8N_UNVERIFIED_PACKAGES_ENABLED=false).
- Check that @decodo/n8n-nodes-decodo is verified or supports 3.0 (used in Decodo).
Nodes used (18)
- Code
n8n-nodes-base.code - XML
n8n-nodes-base.xml - HTTP Request
n8n-nodes-base.httpRequest - Merge
n8n-nodes-base.merge - Remove Duplicates
n8n-nodes-base.removeDuplicates - Loop Over Items (Split in Batches)
n8n-nodes-base.splitInBatches - HTML
n8n-nodes-base.html - Wait
n8n-nodes-base.wait - Default Data Loader
@n8n/n8n-nodes-langchain.documentDefaultDataLoader - Embeddings Google Gemini
@n8n/n8n-nodes-langchain.embeddingsGoogleGemini - Pinecone Vector Store
@n8n/n8n-nodes-langchain.vectorStorePinecone - n8n Form Trigger
n8n-nodes-base.formTrigger - Switch
n8n-nodes-base.switch - Decodo
@decodo/n8n-nodes-decodo.decodo - Chat Trigger
@n8n/n8n-nodes-langchain.chatTrigger - Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow - AI Agent
@n8n/n8n-nodes-langchain.agent - Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini
From the author
Categories: Business Automation, Customer Support, AI, Knowledge Management This comprehensive workflow enables businesses to build and deploy a custom-trained AI Chatbot in minutes. By combining a sophisticated data scraping engine with a RAG-based…