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LangChain Vector Stores

LangChain Vector Stores

Monitor your Vector search's performance and quality with New Relic LangChain Vector Stores quickstart.

What's included?

dashboards
1
LangChain Vector Stores quickstart contains 1 dashboard. These interactive visualizations let you easily explore your data, understand context, and resolve problems faster.
alerts
2
LangChain Vector Stores 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 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

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.
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