Cohere Embeddings → Memory Buffer Window n8n recipes (89)

When you need Cohere Embeddings and Memory Buffer Window talking to each other, here are the 89 n8n workflows in the catalog that already do it. Each is integration-tagged and privacy-stripped — copy the JSON and import.

Workflows that pair Cohere Embeddings with Memory Buffer Window

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

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

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

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

AI & RAG

Server Health Grafana

Server Health Grafana. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStoreWeaviate. Webhook trigger; 12 nodes.

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

AI & RAG

Return Ticket Assignment

Return Ticket Assignment. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStoreSupabase. Webhook trigger; 12 nodes.

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

AI & RAG

Issue Trello Card

Issue Trello Card. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStoreSupabase. Webhook trigger; 12 nodes.

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

AI & RAG

Record Crypto Prices

Record Crypto Prices. Uses stickyNote, textSplitterCharacterTextSplitter, embeddingsCohere, vectorStoreSupabase. Webhook trigger; 12 nodes.

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

See more Cohere Embeddings workflows · Memory Buffer Window workflows

FAQ

How do I trigger a Memory Buffer Window action from Cohere Embeddings?

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

Do I need both a Cohere Embeddings and a Memory Buffer Window 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 Cohere Embeddings → Memory Buffer Window 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.