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agent workflow

n8n

Workflow automation platform that can orchestrate AI steps, data movement, and integrations around RAG systems.

Main use case
Connecting RAG applications with business systems and automation workflows.
Open source
Partly open source
Self-hosting
Yes
Cloud
Yes
Pricing note
Verify from official pricing page.
Target users
automation teams, operations, developers

Strengths

  • Broad automation ecosystem
  • Useful glue for operational workflows
  • Visual workflow model

Limitations

  • Not a dedicated RAG engine by itself
  • Licensing and feature boundaries should be verified

How to evaluate this tool

  1. Test n8n with a small representative corpus.
  2. Verify official documentation, pricing, licensing, and deployment options.
  3. Measure retrieval quality, latency, and operational complexity.
  4. Check whether the team can maintain ingestion, updates, logs, and evaluation.