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Qdrant Connection

Connect Qdrant for high-performance vector similarity search.

Required Credentials​

  • URL (Qdrant instance URL)
  • API Key (optional, for cloud instances)

Setup Steps​

Qdrant Cloud​

  1. Go to Qdrant Cloud
  2. Create a cluster
  3. Copy the cluster URL
  4. Generate an API key
  5. Add credentials to your Workflow Builder connections

Self-hosted Qdrant​

  1. Deploy Qdrant using Docker or other methods
  2. Use format: http://host:6333
  3. Add URL to your Workflow Builder connections

Features​

  • Create and manage collections
  • Upsert points with vectors
  • Search similar vectors
  • Filter searches with conditions
  • Delete points

Best Practices​

  • Choose appropriate vector dimensions
  • Use payload filtering for hybrid search
  • Configure collection settings for your use case
  • Monitor collection size and performance