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Stop Searching Your Documents Manually: Build Your Own AI Knowledge Base with n8n, Gemini, and Qdrant

This story is from 2026-10-05. It is preserved in the archive; the latest stories are on the live feed.

Every growing company hits the same wall eventually. Someone asks a question in Slack that’s already been answered in a PDF from eight months ago, or buried in a page of documentation nobody remembers writing. The information exists. It’s just scattered across enough files that finding it takes lon…

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  1. 2026-10-05 13:39 · DEV Community — AI
    Stop Searching Your Documents Manually: Build Your Own AI Knowledge Base with n8n, Gemini, and Qdrant

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