Merge branch 'opensearch-project:main' into main

Author: kolchfa-aws

.github/CODEOWNERS

@@ -1 +1 @@
-*  @hdhalter @kolchfa-aws @Naarcha-AWS @vagimeli @AMoo-Miki @natebower @dlvenable @scrawfor99 @epugh
+*  @kolchfa-aws @peterzhuamazon @cwperks @dlvenable @epugh @sumobrian

.github/ISSUE_TEMPLATE/issue_template.md

@@ -15,7 +15,6 @@ assignees: ''
 
 **Tell us about your request.** Provide a summary of the request.
 
-***Version:** List the OpenSearch version to which this issue applies, e.g. 2.14, 2.12--2.14, or all.
+**Version:** List the OpenSearch version to which this issue applies, e.g. 2.14, 2.12--2.14, or all.
 
 **What other resources are available?** Provide links to related issues, POCs, steps for testing, etc.
-

.github/PULL_REQUEST_TEMPLATE.md

@@ -2,7 +2,7 @@
 _Describe what this change achieves._
 
 ### Issues Resolved
-_List any issues this PR will resolve, e.g. Closes [...]._
+Closes #[_Replace this text, including the brackets, with the issue number._ **Leave "Closes #" so the issue is closed properly.**]
 
 ### Version
 _List the OpenSearch version to which this PR applies, e.g. 2.14, 2.12--2.14, or all._

.github/vale/styles/OpenSearch/HeadingCapitalization.yml

@@ -10,4 +10,6 @@ indicators:
 exceptions:
   - k    # ignores lowercase k-NN
   - '[A-Z]{2,}' # ignores all acronyms
-  - '([A-Z][a-z0-9]+){2,}' # ignores all camel case words
+  - '([A-Z][a-z0-9]+){2,}' # ignores all camel case words
+  - '\b\w+\s+API'
+  - 'gRPC' # ignores gRPC acronym

.github/vale/styles/OpenSearch/LinksExplicit.yml

@@ -0,0 +1,9 @@
+extends: existence
+message: "In links, use '{{site.url}}{{site.baseurl}}' instead of 'https://www.opensearch.org/docs/latest'."
+level: error
+nonword: true
+scope: raw
+tokens:
+  - '\]\(https:\/\/www.opensearch.org\/docs\/latest'
+  - '\]\(https:\/\/docs.opensearch.org\/docs\/latest'
+  - '\]\(https:\/\/docs.opensearch.org\/latest'

.github/vale/styles/OpenSearch/SubstitutionErroCaseSensitive.yml

@@ -0,0 +1,8 @@
+extends: substitution
+message: "Use '%s' instead of '%s'. Note the correct capitalization."
+ignorecase: false
+level: error
+action:
+  name: replace
+swap:
+  'Retrieval-Augmented Generation': retrieval-augmented generation

.github/vale/styles/OpenSearch/SubstitutionsError.yml

@@ -37,6 +37,7 @@ swap:
   'pre-trained': pretrained
   'premigration': pre-migration
   're-enable': reenable
+  'retrieval augmented generation': retrieval-augmented generation
   'screen shot': screenshot
   'sample request': example request
   'sample response': example response
@@ -53,3 +54,4 @@ swap:
   'web site': website
   'whitespace': white space
   'user interface \(UI\)': UI
+  'judgement': judgment

.github/vale/styles/Vocab/OpenSearch/Plugins/accept.txt

@@ -15,6 +15,7 @@ Index Management plugin
 Job Scheduler
 Job Scheduler plugin
 k-NN plugin
+Metadata Migration Tool
 ML Commons
 ML Commons plugin
 Neural Search plugin
@@ -26,4 +27,5 @@ Search Relevance plugin
 Security plugin
 Security Analytics plugin
 SQL plugin
-Trace Analytics plugin
+Trace Analytics plugin
+User Behavior Insights

.github/vale/styles/Vocab/OpenSearch/Products/accept.txt

@@ -1,14 +1,24 @@
 Active Directory
 Adoptium
+AI21 Labs Jurassic
 Amazon
 Amazon OpenSearch Serverless
 Amazon OpenSearch Service
 Amazon Bedrock
+Amazon Kinesis
 Amazon SageMaker
+AWS Secrets Manager
 Ansible
+Anthropic Claude
+Apache HttpClient 5 Transport
+Apache Kafka
 Auditbeat
 AWS Cloud
+Capture and Replay
 Cohere Command
+Cohere Embed
+Cohere Embed English
+Cohere Embed Multilingual
 Cognito
 Dashboards Query Language
 Data Prepper
@@ -44,15 +54,19 @@ JSON Web Token
 Keycloak
 Kerberos
 Kibana
+Kinesis
 Kubernetes
 Lambda
+Langflow
 Linux
 Log4j
 Logstash
 Lucene
 macOS
+Metadata-Migration-Tool
 Metricbeat
 Microsoft Power BI
+Migration Assistant
 Minikube
 Nagios
 Okta
@@ -64,6 +78,7 @@ OpenSearch Assistant
 OpenSearch Assistant Toolkit
 OpenSearch Benchmark
 OpenSearch Dashboards
+OpenSearch Flow
 OpenSearch Playground
 OpenSearch Project
 OpenSearch Service
@@ -76,19 +91,30 @@ Painless
 Peer Forwarder
 Performance Analyzer
 Piped Processing Language
-Point in Time
 Powershell
 Python
 PyTorch
 Querqy
 Query Workbench
+RankLib
+Reindex-from-Snapshot
+Replayer
 RCF Summarize
 RPM Package Manager
 Ruby
+Search Relevance Workbench
 Simple Schema for Observability
 Tableau
+Textract
+Titan
+Titan Multimodal Embeddings
+Titan Text Embeddings
 TorchScript
+Traffic Capture Proxy
+Traffic Replayer
 Tribuo
 VisBuilder
 Winlogbeat
-Zstandard
+XGBoost
+Zipf
+Zstandard

.github/vale/styles/Vocab/OpenSearch/Words/accept.txt

@@ -1,3 +1,4 @@
+[Aa]gentic
 [Aa]nonymization
 [Aa]utomapping
 [Aa]utopopulate
@@ -44,6 +45,7 @@ Gantt
 [Gg]eospatial
 [Gg]eotile
 gibibyte
+gRPC
 [Hh]ashmap
 [Hh]ostname
 [Hh]yperparameters
@@ -54,6 +56,7 @@ gibibyte
 [Ii]nstrumentations?
 [Ii]ntracluster
 [Jj]avadoc
+[Jj]accard
 k-NN
 [Kk]eystore
 kibibyte
@@ -77,12 +80,17 @@ Levenshtein
 [Mm]ultivalued
 [Mm]ultiword
 [Nn]amespace
-[Oo]versamples?
+[Oo]ffline
 [Oo]nboarding
+[Oo]versamples?
 pebibyte
+p\d{2}
 [Pp]erformant
 [Pp]laintext
 [Pp]luggable
+[Pp]ointwise
+[Pp]reaggregate(s|d)?
+[Pp]recompute(s|d)?
 [Pp]reconfigure
 [Pp]refetch
 [Pp]refilter
@@ -92,16 +100,20 @@ pebibyte
 [Pp]repper
 [Pp]reprocess
 [Pp]retrain
+[Pp]rotobufs?
 [Pp]seudocode
-[Quantiz](e|ation|ing|er)
+[Qq]uantiles?
+[Qq]uantiz(e|ation|ing|er)
 [Rr]ebalance
 [Rr]ebalancing
 [Rr]edownload
 [Rr]eenable
 [Rr]eindex
 [Rr]eingest
+[Rr]eprovision(ed|ing)?
 [Rr]erank(er|ed|ing)?
 [Rr]epo
+[Rr]escor(e|ed|ing)?
 [Rr]ewriter
 [Rr]ollout
 [Rr]ollup
@@ -125,6 +137,7 @@ stdout
 [Ss]ubvector
 [Ss]ubwords?
 [Ss]uperset
+[Ss]uperadmins?
 [Ss]yslog
 tebibyte
 [Tt]emplated
@@ -146,4 +159,4 @@ tebibyte
 [Uu]pvote(s|d)?
 [Ww]alkthrough
 [Ww]ebpage
-xy
+xy