Merge pull request #2077 from pkudikyala/NR-164847-DocArray-InMemoryS…

…earch

DocArray new quickstart.

quickstarts/docarray/config.yml

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+
+slug: docarray-inmemorysearch
+description: |
+  ## Why should you monitor your usage of Doc Array InMemorySearch?
+
+  Monitor your vector searches on Doc Array InMemorySearch to get visibility on what you send to Doc Array InMemorySearch, responses retrieved from Doc Array InMemorySearch, 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 Doc Array InMemorySearch quickstart.
+icon: logo.png
+level: New Relic
+authors:
+  - New Relic
+title: Doc Array InMemorySearch
+documentation:
+  - name: LangChain 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:
+  - doc array
+  - vector search
+  - in memory search
+  - in-memory search
+  - in memory
+  - document search
+  - multimodal search
+  - open source
+  - python
+  - machine learning
+  - artificial intelligence
+  - AI
+  - ML
+  - NLP
+  - mlops
+  - NR1_addData
+dashboards:
+  - langchain-vectordb
+alertPolicies:
+  - langchain-vectordb