AutomationFlows › Recipes › Agent → Cohere Embeddings

Agent → Cohere Embeddings

When you need Agent and Cohere Embeddings talking to each other, here are the 94 n8n workflows in the catalog that already do it. Each is integration-tagged and privacy-stripped — copy the JSON and import.

Workflows that pair Agent with Cohere Embeddings

AI & RAG
Multi-department Support Bot with Slash Commands, Pinecone & Telegram

/billing - For payment and invoice questions /tech-support - For technical assistance /return-policy - For returns and refunds Command-based routing Direct department access via slash commands Tracks

Telegram, Pinecone Vector Store, Google Drive Trigger +9
AI & RAG
Vision RAG and Image Embeddings Using Cohere Command-a and Embed V4

The benefits being (1) the vision model doesn't need to keep all document scans in context (expensive) and (2) ability to query on graphical content such as charts, graphs and tables. Page extracts fr

HTTP Request, N8N Nodes Qdrant, Chat Trigger +7
AI & RAG
Automated Email Classification & Response System with Groq AI and Pinecone

📝 Description This workflow helps automatically classify incoming emails using a combination of conditional logic and minimal AI-based classification. The system checks email content, performs sentime

Email Read Imap, Chain Llm, Groq Chat +9
AI & RAG
Dynamic Website Assistant with Deepseek Ai, Pinecone Vectorstore & Site-based Routing

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

Memory Postgres Chat, OpenRouter Chat, Pinecone Vector Store +2
AI & RAG
Build Ai-ready Knowledge Base From Outlook & Notion Using Pinecone & Gpt-4

This n8n template lets you automatically build and maintain an AI-ready knowledge base from Outlook emails and Notion pages. It stores both sources in a Pinecone vector database so your AI agent can r

Microsoft Outlook Trigger, Microsoft Outlook, Pinecone Vector Store +9
AI & RAG
AI Multi-agent Executive Team for Entrepreneurs with Gemini, Perplexity and Whatsapp

This workflow is an AI-powered multi-agent system built for startup founders and small business owners who want to automate decision-making, accountability, research, and communication, all through Wh

OpenRouter Chat, WhatsApp, Perplexity Tool +14
AI & RAG
Automated Book Summarization with Deepseek Ai, Qdrant Vector Db & Google Drive

This n8n workflow automates the process of summarizing uploaded books from Google Drive using vector databases and LLMs. It uses Cohere for embeddings, Qdrant for storage and retrieval, and DeepSeek o

Qdrant Vector Store, Text Splitter Recursive Character Text Splitter, Document Default Data Loader +10
AI & RAG
Transform Books Into 100+ Social Media Posts with Deepseek AI and Google Drive

This automation is a game-changer for content creators, marketers, and authors. It transforms any book or long document into a treasure trove of over 100 ready-to-use, short-form content ideas for pla

Qdrant Vector Store, Text Splitter Recursive Character Text Splitter, Document Default Data Loader +11
AI & RAG
Build Website Q&a Chatbot with Rag, Openai Gpt-4o-mini and Supabase Vector Db

Many websites lack a smart, searchable interface. Visitors often leave due to unanswered questions. This workflow transforms any website into a Retrieval-Augmented Generation (RAG) chatbot—automatical

Chat Trigger, Html Extract, Document Default Data Loader +8
AI & RAG
RAG AI Agent with Milvus and Cohere

RAG AI Agent with Milvus and Cohere. Uses documentDefaultDataLoader, embeddingsCohere, chatTrigger, googleDriveTrigger. Chat trigger; 14 nodes.

Document Default Data Loader, Cohere Embeddings, Chat Trigger +7
AI & RAG
RAG AI Agent with Milvus and Cohere (document Default Data Loader)

RAG AI Agent with Milvus and Cohere. Uses documentDefaultDataLoader, embeddingsCohere, chatTrigger, googleDriveTrigger. Chat trigger; 14 nodes.

Document Default Data Loader, Cohere Embeddings, Chat Trigger +7
AI & RAG
RAG AI Agent with Milvus and Cohere (document Default Data Loader) #2

RAG AI Agent with Milvus and Cohere. Uses documentDefaultDataLoader, embeddingsCohere, chatTrigger, googleDriveTrigger. Chat trigger; 14 nodes.

Document Default Data Loader, Cohere Embeddings, Chat Trigger +7
AI & RAG
Build a Document Qa System with RAG Using Milvus, Cohere, and Openai for Google Drive

This template creates a powerful Retrieval Augmented Generation (RAG) AI agent workflow in n8n. It monitors a specified Google Drive folder for new PDF files, extracts their content, generates vector

Document Default Data Loader, Cohere Embeddings, Chat Trigger +7
AI & RAG
Customer Auto-tagging

Customer Auto-tagging. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, Cohere Embeddings, Pinecone Vector Store +6
AI & RAG
Price Update Google Sheet

Price Update Google Sheet. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, Cohere Embeddings, Weaviate Vector Store +6
AI & RAG
CSV Attachment to Airtable

CSV Attachment to Airtable. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, Cohere Embeddings, Pinecone Vector Store +6
AI & RAG
Weekly Notes Backup

Weekly Notes Backup. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStoreWeaviate. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, Cohere Embeddings, Weaviate Vector Store +6
AI & RAG
Toggl Daily Report

Toggl Daily Report. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, Cohere Embeddings, Pinecone Vector Store +6
AI & RAG
Pr Merged Qa Notify

PR Merged QA Notify. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, Cohere Embeddings, Pinecone Vector Store +6
AI & RAG
Fitness API Weekly Report

Fitness API Weekly Report. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, Cohere Embeddings, Supabase Vector Store +6
AI & RAG
Blog Comment Discord

Blog Comment Discord. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, Cohere Embeddings, Supabase Vector Store +6
AI & RAG
Disaster API SMS

Disaster API SMS. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStoreSupabase. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, Cohere Embeddings, Supabase Vector Store +6
AI & RAG
Hourly Weather Log

Hourly Weather Log. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, Cohere Embeddings, Pinecone Vector Store +6
AI & RAG
Podcast Transcribe Publish

Podcast Transcribe Publish. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStorePinecone. Webhook trigger; 12 nodes.

Text Splitter Character Text Splitter, Cohere Embeddings, Pinecone Vector Store +6

See more Agent workflows · Cohere Embeddings workflows

FAQ

How do I trigger a Cohere Embeddings action from Agent?

Most workflows in this list use either a Agent webhook trigger (real-time) or a polling trigger (every N minutes). From there, downstream Cohere Embeddings nodes handle the action. Open any workflow's detail page to see the exact node graph.

Do I need both a Agent and a Cohere Embeddings account?

Yes — n8n connects to each integration via your own credentials. AutomationFlows strips credential IDs before publishing, so you'll add your own.

Are these Agent → Cohere Embeddings workflows free?

Yes — every workflow on AutomationFlows is free to browse and copy. Pro adds a multi-signal QualityScore on every workflow plus bulk JSON download.