Inconsistent Vector Store Branch Execution in RAG Workflow with Same Input

I have a RAG workflow in n8n where a specific branch containing Vector Store Tool, Qdrant Vector Store, and Google Gemini embeddings shows inconsistent behavior. The interesting part is that with the exact same input/query, sometimes this branch executes successfully and sometimes it doesn’t execute at all. No error messages appear - the branch simply skips execution in some instances.

Has anyone encountered similar inconsistency in vector store operations? Any suggestions for what might be causing this and how to debug it?

It looks like your topic is missing some important information. Could you provide the following if applicable.

  • n8n version:
  • Database (default: SQLite):
  • n8n EXECUTIONS_PROCESS setting (default: own, main):
  • Running n8n via (Docker, npm, n8n cloud, desktop app):
  • Operating system:

Technical Details:

  • n8n version: Latest (n8n cloud)
  • Database: Qdrant Vector DB
  • Running n8n via: n8n cloud
  • n8n EXECUTIONS_PROCESS: default
  • Operating system: i am using windows but n8n is cloud-hosted

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