Vector Search Index ResourceExhausted The following quotas are exceeded: MatchingEngineDeployedIndex

[ikdb]

Background:

• I am using Google Cloud AI Platform to store vectors for a vector search.
• The error occurs when I attempt to create an index and an index endpoint and deploy the index.
• I have only one index and one index endpoint configured.
• Approximately 9200 vectors are embedded.
  
  
  1. What could be the exact cause of this error?
  2. Are there specific limits or configurations that I might have overlooked?
  3. How can I ensure that my project stays within the allowed quotas while still being able to perform my vector search?

  Thank you in advance for your help!