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SKLearn Vector Store

SKLearn Vector Store

Monitor your Vector search's performance and quality with New Relic SKLearn Vector Store quickstart.

What's included?

dashboards
1
SKLearn Vector Store quickstart contains 1 dashboard. These interactive visualizations let you easily explore your data, understand context, and resolve problems faster.
alerts
2
SKLearn Vector Store 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.
API Response Time(seconds)
This alert is triggered when the response time exceeds 2 seconds for 1 minute.
Zero Documents Retrieved
This alert is triggered when more than 20% of the searches return zero documents for 1 minute.

Why should you monitor your usage of SKLearn Vector Store?

Monitor your vector searches on SKLearn Vector Store to get visibility on what you send to SKLearn Vector Store, responses retrieved from SKLearn Vector Store, latency, usage and errors.

Track the query performance of your Vector DB

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

Track your app:

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

What’s included in this quickstart?

New Relic SKLearn Vector Store monitoring quickstart provides a variety of pre-built dashboards, which will help you gain insights into the health and performance of your SKLearn Vector Store app. 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.
Authors
New Relic
Jyothi Surampudi
Support
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