Merge branch 'main' into dms

quickstarts/aws/amazon-database-migration-service/config.yml

@@ -1,3 +1,4 @@
+id: c93fbfb6-5dd7-47e8-a4e3-011356721998
 slug: amazon-database-migration-service
 description: |-
   ## What is Amazon Database Migration Service?

quickstarts/elastic-knn-search/config.yml

@@ -0,0 +1,55 @@
+id: 9c5273f1-ddc0-4db4-8a31-41fe1ea320e3
+
+slug: elastic-knn-search
+description: |
+  ## Why should you monitor your usage of Elastic KNN Search?
+  Monitor your vector searches with Elastic KNN Search to gain insights into the data you're sending to it, the responses you're receiving, the latency, usage, and any potential errors.
+
+  ### Track the query performance of Elastic KNN Search
+  Track the behavior of Elastic KNN Search. Monitor the latency, queries, the number of documents retrieved, and the content of the documents so that you can evaluate their relevance.
+ 
+  ### Track the health of Elastic KNN Search
+  By tracking key metrics like latency, throughput, error rates, and input & output, you can gain insights into Elastic KNN Search's performance and identify areas of improvement.
+
+
+  ## What’s included in this quickstart?
+  New Relic Elastic KNN Search monitoring quickstart provides a variety of pre-built dashboards, which will help you gain insights into the health and performance of Elastic KNN Search. These reports include:
+  
+  - Vector searches
+  - Alerts for errors, search per vector store, and response time
+  - Identify popular queries, sources, and content
+
+summary: |
+  Monitor your Elastic KNN Search's performance and quality with New Relic Elastic KNN Search quickstart.
+icon: logo.png
+level: New Relic
+authors:
+  - New Relic
+title: Elastic KNN Search
+documentation:
+  - name: Elastic KNN Search integration documentation
+    description: |
+      Implement monitoring and instrumentation for your Elastic KNN Search, 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:
+  - elastic knn search
+  - k-nearest neighbors
+  - KNN
+  - vector search
+  - nearest neighbor search
+  - machine learning
+  - artificial intelligence
+  - AI
+  - ML
+  - data science
+  - big data
+  - elasticsearch
+  - elastic search
+  - mlops
+  - NR1_addData
+dashboards:
+  - langchain-vectordb
+alertPolicies:
+  - langchain-vectordb