Why should you monitor your usage of Vector Stores?
Monitor your vector searches to get visibility on what you send to your vector store, responses retrieved from them, 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 LangChain monitoring quickstart provides a variety of pre-built dashboards, which will help you gain insights into the health and performance of your LangChain app. These reports include:
- Vector searches
- Alerts for errors, search per vector store, and response time
- Identify popular queries, sources, and content