Merge pull request #2090 from RamanaReddy8801/NR-164846

DocArray HnswSearch Quickstart

quickstarts/docarray-hnswsearch/config.yml

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+slug: docarray-hnswsearch
+description: |
+  ## Why should you monitor your usage of DocArray HnswSearch?
+  Monitor your vector searches with DocArray HnswSearch 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 DocArray HnswSearch
+  Track the behavior of DocArray HnswSearch. 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 DocArray HnswSearch:  
+  By tracking key metrics like latency, throughput, error rates, and input & output, you can gain insights into DocArray HnswSearch's performance and identify areas of improvement.
+
+  ## Comprehensive monitoring quickstart for DocArray HnswSearch
+  DocArray HnswSearch quickstart provides metrics including Identify popular queries, sources, and content.
+
+  ## What’s included in this quickstart?
+  New Relic DocArray HnswSearch monitoring quickstart provides a variety of pre-built dashboards, which will help you gain insights into the health and performance of your DocArray HnswSearch. 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 DocArray HnswSearch quickstart
+icon: logo.svg
+level:
+  - New Relic
+authors:
+  - New Relic
+  - Ramana Reddy
+title: DocArray HnswSearch
+documentation:
+  - name: DocArray HnswSearch integration documentation
+    description: |
+      Implement monitoring and instrumentation for DocArray HnswSearch, 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:
+  - DocArray
+  - HnswSearch
+  - text search
+  - image search
+  - video search
+  - AI
+  - machine learning
+  - open source
+  - Hnsw Search
+  - Doc Array
+  - vector search
+  - mlops
+  - NR1_addData
+alertPolicies:
+  - langchain-vectordb
+dashboards:
+  - langchain-vectordb