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docs: Updated descriptions n8n.md (#1751)
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@@ -7,7 +7,7 @@ aliases: [ ../frameworks/n8n/ ]
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[N8N](https://n8n.io/) is an automation platform that allows you to build flexible workflows focused on deep data integration.
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[Qdrant's official node](https://www.npmjs.com/package/n8n-nodes-qdrant) for n8n enables semantic search capabilities in your workflows.
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[Qdrant's official node](https://github.com/qdrant/n8n-nodes-qdrant) for n8n enables semantic search capabilities in your workflows.
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## Prerequisites
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The node supports the following operations:
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### Collection Management
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### Collection
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- [List Collections](https://api.qdrant.tech/v-1-14-x/api-reference/collections/get-collections) - List all collections in the Qdrant instance
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- [Create Collection](https://api.qdrant.tech/v-1-14-x/api-reference/collections/create-collection) - Create a new collection with specified vector parameters
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@@ -37,7 +37,7 @@ The node supports the following operations:
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- [Collection Exists](https://api.qdrant.tech/v-1-14-x/api-reference/collections/collection-exists) - Check if a collection exists
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- [Delete Collection](https://api.qdrant.tech/v-1-14-x/api-reference/collections/delete-collection) - Delete a collection
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### Point Operations
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### Point
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- [Upsert Points](https://api.qdrant.tech/v-1-14-x/api-reference/points/upsert-points) - Insert or update points in a collection
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- [Retrieve Point](https://api.qdrant.tech/v-1-14-x/api-reference/points/get-point) - Get a single point by ID
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@@ -47,17 +47,20 @@ The node supports the following operations:
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- [Scroll Points](https://api.qdrant.tech/v-1-14-x/api-reference/points/scroll-points) - Scroll through all points in a collection
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- [Batch Update Points](https://api.qdrant.tech/v-1-14-x/api-reference/points/batch-update) - Perform multiple point operations in a single request
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### Vector Operations
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### Vector
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- [Update Vectors](https://api.qdrant.tech/v-1-14-x/api-reference/points/update-vectors) - Update vectors for existing points
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- [Delete Vectors](https://api.qdrant.tech/v-1-14-x/api-reference/points/delete-vectors) - Remove vectors from points
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### Search
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- [Query Points](https://api.qdrant.tech/v-1-14-x/api-reference/search/query-points) - Search for similar vectors
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- [Query Points In Batch](https://api.qdrant.tech/v-1-14-x/api-reference/search/query-batch-points) - Perform multiple vector searches in batch
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- [Query Points Groups](https://api.qdrant.tech/v-1-14-x/api-reference/search/query-points-groups) - Group search results by payload field
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- [Matrix Pairs](https://api.qdrant.tech/v-1-14-x/api-reference/search/matrix-pairs) - Calculate distance matrix between pairs of points
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- [Matrix Offsets](https://api.qdrant.tech/v-1-14-x/api-reference/search/matrix-offsets) - Calculate distance matrix using offsets
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### Payload Operations
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### Payload
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- [Set Payload](https://api.qdrant.tech/v-1-14-x/api-reference/points/set-payload) - Set payload for points
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- [Overwrite Payload](https://api.qdrant.tech/v-1-14-x/api-reference/points/overwrite-payload) - Replace entire payload for points
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