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Stack AI, Dify, and Flowise are strong for multi-agent RAG workflows, offering knowledge retrieval and tool orchestration.
Relevance AI uses a credit and actions model that can scale unpredictably, while n8n and Dify offer flat or self-hosted pricing that's often cheaper.
Teams switch for simpler no-code builders, better support, or fully hosted options like Voiceflow and Landbot.
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