Merge pull request #2085 from sjyothi54/NR-164857

SKLearn Vector Store Quickstart

Author: pkosanam

quickstarts/sklearn-vector-store/config.yml

@@ -0,0 +1,50 @@
+slug: sklearn-vector-store
+description: |
+  ## 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.
+
+summary: |
+  Monitor your Vector search's performance and quality with New Relic SKLearn Vector Store quickstart.
+icon: logo.png
+level: New Relic
+authors:
+  - New Relic
+  - Jyothi Surampudi
+title: SKLearn Vector Store
+documentation:
+  - name: SKLearn Vector Store Vector Database 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:
+  - SKLearn Vector Store
+  - vector store
+  - vector database
+  - machine learning
+  - artificial intelligence
+  - computer vision
+  - information retrieval
+  - python
+  - scikit-learn
+  - AI
+  - ML
+  - NLP
+  - CV
+  - mlops
+  - NR1_addData
+dashboards:
+  - langchain-vectordb
+alertPolicies:
+  - langchain-vectordb