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.