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slug: pinecone-langchain | ||
description: | | ||
## Why should you monitor your usage of Pinecone LangChain? | ||
Monitor your vector searches on Pinecone LangChain to get visibility on what you send to Pinecone LangChain, responses retrieved from Pinecone LangChain, 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 | ||
summary: | | ||
Monitor your Vector search's performance and quality with New Relic Pinecone LangChain quickstart. | ||
icon: logo.png | ||
level: New Relic | ||
authors: | ||
- New Relic | ||
title: Pinecone LangChain | ||
documentation: | ||
- name: Pinecone LangChain integration documentation | ||
description: | | ||
Implement monitoring and instrumentation for your Vector store, and ensure that your observability data is integrated into New Relic for effective performance analysis and insights. | ||
url: https://github.com/newrelic/nr-openai-observability | ||
dataSourceIds: | ||
- langchain-vectordb | ||
keywords: | ||
- langchain | ||
- vector store | ||
- pinecone-langchain | ||
- vector search | ||
- vectordb | ||
- vector db | ||
- mlops | ||
- NR1_addData | ||
dashboards: | ||
- langchain-vectordb | ||
alertPolicies: | ||
- langchain-vectordb |
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