Merge pull request #2045 from pkosanam/nr-158676-singlestoredb

NR-158676 SingleStoreDB - AI quickstart

quickstarts/singlestoredb/config.yml

@@ -0,0 +1,48 @@
+slug: singlestoredb
+description: |
+  ## Why should you monitor your usage of SingleStoreDB?
+
+  Monitor your vector searches on SingleStoreDB to get visibility on what you send to SingleStoreDB, responses retrieved from SingleStoreDB, 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?
+
+  SingleStoreDB uses the LangChain Vector Database to connect to New Relic. This quickstart provides a variety of a pre-built dashboard, which will help you gain insights into the health and performance of your AI app. These reports include:
+  
+  - Vector searches
+  - Alerts for errors, search per vector store, and response time
+  - Identify popular queries, sources, and content
+
+summary: |
+  Monitor the performance and quality of your vector searches with New Relic SingleStoreDB quickstart.
+icon: logo.svg
+level: New Relic
+authors:
+  - New Relic
+title: SingleStoreDB
+documentation:
+  - name: LangChain Vector Database integration documentation
+    description: |
+      Implement monitoring and instrumentation for your vector data 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
+  - singlestoredb
+  - vector search
+  - vectordb
+  - vector db 
+  - mlops
+  - NR1_addData
+dashboards:
+  - langchain-vectordb
+alertPolicies:
+  - langchain-vectordb