{"id":"8ec9411e-ada5-4228-93a3-4dabdc5bc087","slug":"dify-scarlettmao-qdrant-upsert-using-google-drive-trigger","name":"Qdrant Upsert Using Google Drive Trigger","description":"This template continuously monitors specific folders in Google Drive and automatically indexes new or modified files into a Qdrant vector database. When the Google Drive Change Trigger reports a change, the workflow downloads the file, runs OCR for images or extracts text from documents, splits the text into manageable chunks and generates embeddings. Those embeddings are upserted into a Qdrant collection for later retrieval. This allows you to build and refresh a knowledge base from documents stored in Google Drive without manual intervention.","capabilities":["workflow","operations","it","knowledge","openai"],"protocols":[],"safetyScore":82,"overallRank":88.5,"trustScore":null,"trust":null,"source":"DIFY_MARKETPLACE","updatedAt":"2026-10-09T01:20:57.996Z"}