Knowledge Base & RAG Pack
Turn your documents into systems that answer questions.
RAG and knowledge-base workflows: ingest documents, build searchable knowledge stores, and wire AI answers into the tools your team already uses.
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What's in this collection
Selected from the catalog's highest-demand templates in this area. Every one is also available individually.
Answer indexed documents with Google Sheets & Slack
Knowledge sync on n8n: runs when a webhook arrives across Google Sheets and Slack, starting at "Stamp & Shape Document". Hands the decision to an AI agent with its own tools. 21 documented nodes.
Answer questions from a knowledge base: Google Sheets + sub-workflow
Q&a on n8n: runs when a webhook arrives across Google Sheets, Slack and Notion, starting at "List Changed Docs (Google Sheets)". Looks the answer up in a vector store. 31 documented nodes.
Retrieve questions from a knowledge base: Google Sheets
Q&a on n8n: runs when a webhook arrives across Google Sheets and Slack, starting at "Keep Valid Documents". Hands the decision to an AI agent with its own tools. 22 documented nodes.
Distill long emails: Google Sheets & Slack for q&a
Q&a on n8n: runs when a webhook arrives across Google Sheets, Slack, Notion and Microsoft Teams, starting at "Reason & Act (AI Agent)". 33 documented nodes.
Distill documents: Google Sheets for knowledge sync
Knowledge sync on n8n: runs when a webhook arrives across Google Sheets, Slack and Microsoft Teams, starting at "Stamp & Shape Document". 19 documented nodes.
Digest documents: Google Sheets & Discord
Knowledge sync on n8n: runs when a webhook arrives across Google Sheets, Discord and Slack, starting at "Stamp & Shape Document". Classifies each item with a language model. 23 documented nodes.
Digest long emails: Telegram, webhook
Document search on n8n: runs when a webhook arrives across Telegram, PostgreSQL and Slack, starting at "Keep Valid Documents". 18 documented nodes.
Digest meeting notes: Notion & Google Sheets
Document search on n8n: runs when a webhook arrives across Notion, Google Sheets, Microsoft Teams and Slack, starting at "Collect Raw Text". 22 documented nodes.
Retrieve indexed documents for document search
Document search on n8n: runs when a webhook arrives across Google Sheets and Slack, starting at "Normalize Document Payload". Looks the answer up in a vector store. 21 documented nodes.
Query indexed documents for embeddings
Embeddings on n8n: runs when a webhook arrives across Slack, starting at "List Changed Docs (API)". Looks the answer up in a vector store. 14 documented nodes.
Ready to automate?
One payment, one ZIP with all 10 ready-to-import JSON files.