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RAG Knowledge Base — Workspace Template for Ai Tools

Workspace
aerostack @aerostack verified
· Updated Mar 29, 2026
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Build an AI-powered knowledge base with vector search, document processing, and intelligent Q&A.

star 0 stars content_copy 0 deploys v1.0.0

Template RAG Knowledge Base bundles 4 pre-configured components for ai tools workflows. Install in one click from the Aerostack dashboard or via aerostack init --template=rag-knowledge-base.

Build an AI-powered knowledge base with vector search, document processing, and intelligent Q&A.

checklist Setup Guide

RAG knowledge base workspace. Use notion__ for structured knowledge. Use pinecone__ for vector search and embeddings. Use firecrawl__ for web scraping into knowledge base. Use google-drive__ for document ingestion. Registry tools are enabled for discovering additional data sources.

Metadata

upgrade Version 1.0.0
description Type Workspace
category Category AI Tools

What's Included

check_circle 4 MCP servers composed
check_circle 4 API keys needed
check_circle Setup Guide

MCP Servers (4)

Pre-configured servers in this workspace.

  • hub @aerostack/mcp-notion required
  • hub @aerostack/mcp-pinecone required
  • hub @aerostack/mcp-firecrawl
  • hub @aerostack/mcp-google-drive

API Keys Needed

NOTION_TOKENPINECONE_API_KEYFIRECRAWL_API_KEYGOOGLE_DRIVE_TOKEN

Tags

rag vector-search knowledge-base ai embeddings

Author

aerostack

Aerostack Official

verified

@aerostack
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Deploy this workspace in minutes

Build an AI-powered knowledge base with vector search, document processing, and intelligent Q&A.

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Frequently asked questions

What does the RAG Knowledge Base template include? +

The RAG Knowledge Base template is a pre-configured Aerostack workspace for ai tools. It bundles the required MCP servers, skills, and workflows. Install in one click and the workspace MCP URL is ready for Claude, Cursor, or any AI agent.

How do I install the RAG Knowledge Base template? +

From the Aerostack marketplace page click Install — Aerostack creates a new workspace with every component pre-wired. You can also install via CLI: aerostack install template aerostack/rag-knowledge-base

Can I customize RAG Knowledge Base after installing? +

Yes. Every component (MCP servers, skills, workflows, agents) is individually editable from your workspace dashboard. Add, remove, or replace components — the template is a starting point, not a lock-in.

Is the RAG Knowledge Base template free to use? +

Templates are free to install. Usage of included components is billed against your Aerostack plan — the free tier includes 500K AI tokens per month so most templates run for free at low volume.