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48 changes: 48 additions & 0 deletions release-notes/opensearch-documentation-release-notes-3.3.0.md
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# OpenSearch Documentation Website 3.3.0 Release Notes

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[OpenSearch.HeadingCapitalization] 'OpenSearch Documentation Website 3.3.0 Release Notes' is a heading and should be in sentence case.
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{"message": "[OpenSearch.HeadingCapitalization] 'OpenSearch Documentation Website 3.3.0 Release Notes' is a heading and should be in sentence case.", "location": {"path": "release-notes/opensearch-documentation-release-notes-3.3.0.md", "range": {"start": {"line": 1, "column": 3}}}, "severity": "ERROR"}

The OpenSearch 3.3.0 documentation includes the following additions and updates.

## New documentation for 3.3.0

- [Agentic Search 3.3] Using External MCP Tools with Agentic Search [#11230](https://github.com/opensearch-project/documentation-website/pull/11230)
- Add execute tool API doc [#11214](https://github.com/opensearch-project/documentation-website/pull/11214)
- Update streaming setup [#11212](https://github.com/opensearch-project/documentation-website/pull/11212)
- [GRPC] Update gRPC usage instructions and fix java examples [#11199](https://github.com/opensearch-project/documentation-website/pull/11199)

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[vale] release-notes/opensearch-documentation-release-notes-3.3.0.md#L10

[Vale.Terms] Use 'gRPC' instead of 'GRPC'.
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{"message": "[Vale.Terms] Use 'gRPC' instead of 'GRPC'.", "location": {"path": "release-notes/opensearch-documentation-release-notes-3.3.0.md", "range": {"start": {"line": 10, "column": 4}}}, "severity": "ERROR"}
- Add semantic-highlighter system-generated processor documentation [#11198](https://github.com/opensearch-project/documentation-website/pull/11198)
- Add python gRPC examples [#11197](https://github.com/opensearch-project/documentation-website/pull/11197)

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[vale] release-notes/opensearch-documentation-release-notes-3.3.0.md#L12

[Vale.Terms] Use 'Python' instead of 'python'.
Raw output
{"message": "[Vale.Terms] Use 'Python' instead of 'python'.", "location": {"path": "release-notes/opensearch-documentation-release-notes-3.3.0.md", "range": {"start": {"line": 12, "column": 7}}}, "severity": "ERROR"}
- Add documentation for Experimental Security Configuration Versioning Management and APIs [#11195](https://github.com/opensearch-project/documentation-website/pull/11195)
- [DOC] Update Query Insights Dashboards docs for Live Queries and WLM integration [#11185](https://github.com/opensearch-project/documentation-website/pull/11185)
- Add skip_list details to date, scaled float [#11181](https://github.com/opensearch-project/documentation-website/pull/11181)
- docs(ad): add Managing anomalies guide, expand Operational settings [#11180](https://github.com/opensearch-project/documentation-website/pull/11180)
- [ML] Add tool output processor documentation [#11171](https://github.com/opensearch-project/documentation-website/pull/11171)
- Add streaming support doc [#11170](https://github.com/opensearch-project/documentation-website/pull/11170)
- Add comprehensive agentic memory API documentation for OpenSearch 3.3 [#11169](https://github.com/opensearch-project/documentation-website/pull/11169)
- Add lateInteractionScore Function [#11168](https://github.com/opensearch-project/documentation-website/pull/11168)
- Add doc for scratchpad tools [#11167](https://github.com/opensearch-project/documentation-website/pull/11167)
- [ML] Add updated_time to message [#11165](https://github.com/opensearch-project/documentation-website/pull/11165)
- Update ml-commons metrics to add agent details [#11163](https://github.com/opensearch-project/documentation-website/pull/11163)
- Add principal attributes description to Rule-based Auto-tagging documentation [#11158](https://github.com/opensearch-project/documentation-website/pull/11158)
- Update documentation about support of direct JWKS with JWT [#11148](https://github.com/opensearch-project/documentation-website/pull/11148)
- [Doc 3.3] MCP Server and MCP Connector [#11144](https://github.com/opensearch-project/documentation-website/pull/11144)
- [Search Stats] Query failure stats [#11143](https://github.com/opensearch-project/documentation-website/pull/11143)
- [Star Tree] Add multi-terms aggregation support [#11141](https://github.com/opensearch-project/documentation-website/pull/11141)
- [Agentic Search]Documentation with all the features [#11138](https://github.com/opensearch-project/documentation-website/pull/11138)
- Update doc for batch semantic highlighting [#11137](https://github.com/opensearch-project/documentation-website/pull/11137)
- Updating QueryPlanningTool documentation [#11133](https://github.com/opensearch-project/documentation-website/pull/11133)
- Update sm-api.md to include snapshot pattern deletion feature [#11131](https://github.com/opensearch-project/documentation-website/pull/11131)
- Add documentation for SEISMIC [#11127](https://github.com/opensearch-project/documentation-website/pull/11127)
- [Pull-based Ingestion] Add all-active ingestion mode documentation [#11122](https://github.com/opensearch-project/documentation-website/pull/11122)
- Add documentation for agentic search processors [#11117](https://github.com/opensearch-project/documentation-website/pull/11117)
- Documentation for the Log-Pattern-Analysis Tool and the Data-Distribution Tool [#11038](https://github.com/opensearch-project/documentation-website/pull/11038)
- Add docs for new item_count API for field data cache [#11037](https://github.com/opensearch-project/documentation-website/pull/11037)
- [GRPC] Documentation for 3.3 GRPC APIs [#11030](https://github.com/opensearch-project/documentation-website/pull/11030)

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[vale] release-notes/opensearch-documentation-release-notes-3.3.0.md#L38

[Vale.Terms] Use 'gRPC' instead of 'GRPC'.
Raw output
{"message": "[Vale.Terms] Use 'gRPC' instead of 'GRPC'.", "location": {"path": "release-notes/opensearch-documentation-release-notes-3.3.0.md", "range": {"start": {"line": 38, "column": 4}}}, "severity": "ERROR"}

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[vale] release-notes/opensearch-documentation-release-notes-3.3.0.md#L38

[Vale.Terms] Use 'gRPC' instead of 'GRPC'.
Raw output
{"message": "[Vale.Terms] Use 'gRPC' instead of 'GRPC'.", "location": {"path": "release-notes/opensearch-documentation-release-notes-3.3.0.md", "range": {"start": {"line": 38, "column": 32}}}, "severity": "ERROR"}
- Documentation for native MMR support [#11024](https://github.com/opensearch-project/documentation-website/pull/11024)
- Field collapsing supports search_after parameter [#11001](https://github.com/opensearch-project/documentation-website/pull/11001)
- Add capture_all_matches parameter for grok ingest processor [#10958](https://github.com/opensearch-project/documentation-website/pull/10958)
- Add PyPI to using gRPC APIs section [#10943](https://github.com/opensearch-project/documentation-website/pull/10943)
- Add sparse_embedding_format param for sparse_encoding/sparse_tokenize model [#10939](https://github.com/opensearch-project/documentation-website/pull/10939)
- Add `grpc.netty.executor_count` setting to GRPC documentation [#10937](https://github.com/opensearch-project/documentation-website/pull/10937)

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[vale] release-notes/opensearch-documentation-release-notes-3.3.0.md#L44

[Vale.Terms] Use 'gRPC' instead of 'GRPC'.
Raw output
{"message": "[Vale.Terms] Use 'gRPC' instead of 'GRPC'.", "location": {"path": "release-notes/opensearch-documentation-release-notes-3.3.0.md", "range": {"start": {"line": 44, "column": 46}}}, "severity": "ERROR"}
- Update documentation for msearch and search include_named_queries_score [#10888](https://github.com/opensearch-project/documentation-website/pull/10888)

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[vale] release-notes/opensearch-documentation-release-notes-3.3.0.md#L45

[OpenSearch.Spelling] Error: msearch. If you are referencing a setting, variable, format, function, or repository, surround it with tic marks.
Raw output
{"message": "[OpenSearch.Spelling] Error: msearch. If you are referencing a setting, variable, format, function, or repository, surround it with tic marks.", "location": {"path": "release-notes/opensearch-documentation-release-notes-3.3.0.md", "range": {"start": {"line": 45, "column": 28}}}, "severity": "ERROR"}
- Update field data cache size setting [#10857](https://github.com/opensearch-project/documentation-website/pull/10857)
- [DOC] Document the property for replication of delete index [#10796](https://github.com/opensearch-project/documentation-website/pull/10796)
- Add `false_allow_templates` as a dynamic mapping option [#10749](https://github.com/opensearch-project/documentation-website/pull/10749)
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