What's included?
dashboards
1
FAISS quickstart contains 1 dashboard. These interactive visualizations let you easily explore your data, understand context, and resolve problems faster.
LangChain
alerts
2
FAISS 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.
documentation
1
FAISS observability quickstart contains 1 documentation reference. This is how you'll get your data into New Relic.
Why should you monitor your usage of FAISS?
Monitor your vector searches on FAISS to get visibility on what you send to FAISS, responses retrieved from FAISS, 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