DocArray HnswSearch

DocArray HnswSearch

Monitor your Vector search's performance and quality with New Relic DocArray HnswSearch quickstart

What's included?

DocArray HnswSearch quickstart contains 1 dashboard. These interactive visualizations let you easily explore your data, understand context, and resolve problems faster.
DocArray HnswSearch observability quickstart contains 2 alerts. These alerts detect changes in key performance metrics. Integrate these alerts with your favorite tools (like Slack, PagerDuty, etc.) and New Relic will let you know when something needs your attention.
Zero Documents Retrieved
This alert is triggered when more than 20% of the searches return zero documents for 1 minute.
API Response Time(seconds)
This alert is triggered when the response time exceeds 2 seconds for 1 minute.

Why should you monitor your usage of DocArray HnswSearch?

Monitor your vector searches with DocArray HnswSearch to gain insights into the data you're sending to it, the responses you're receiving, the latency, usage, and any potential errors.

Track the query performance of DocArray HnswSearch

Track the behavior of DocArray HnswSearch. Monitor the latency, queries, the number of documents retrieved, and the content of the documents so that you can evaluate their relevance.

Track the health of DocArray HnswSearch:

By tracking key metrics like latency, throughput, error rates, and input & output, you can gain insights into DocArray HnswSearch's performance and identify areas of improvement.

Comprehensive monitoring quickstart for DocArray HnswSearch

DocArray HnswSearch quickstart provides metrics including Identify popular queries, sources, and content.

What’s included in this quickstart?

New Relic DocArray HnswSearch monitoring quickstart provides a variety of pre-built dashboards, which will help you gain insights into the health and performance of your DocArray HnswSearch. These reports include:

  • Vector searches
  • Alerts for errors, search per vector store, and response time
  • Identify popular queries, sources, and content

How to use this quickstart

  • Sign Up for a free New Relic account or Log In to your existing account.
  • Click the install button.
  • Install the quickstart to get started or improve how you monitor your environment. They're filled with pre-built resources like dashboards, instrumentation, and alerts.
New Relic
Ramana Reddy
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