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- Fix table vis header row UI ([#11056](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11056))
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-[Explore] Add rare values to field stats detail sections ([#11062](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11062))
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-[Chat] Add gradient icon and styling to chat header button ([#11066](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11066))
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- Add prometheus metrics page in explore ([#11073](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11073))
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- Style-src-elem nonces for CSP report-only ([#11074](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11074))
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- Introducing ECharts to discover visualization ([#11077](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11077))
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-[Data] Support flat_object field type ([#11085](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11085))
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- Add raw table to prometheus results page in explore metrics flavor ([#11095](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11095))
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- Dataset UI and observability workspace + Trace automation ([#11096](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11096))
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- Data processing for applying threshold colors ([#11106](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11106))
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- Migrate explore area chart from vega-lite to echarts ([#11111](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11111))
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- Migrate line and facet bar chart to echart ([#11113](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11113))
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- Migrate pie chart ([#11116](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11116))
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- Support multi query for prometheus in explore ([#11127](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11127))
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- Add Client-Side Math Expression Evaluation for TSVB ([#11129](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11129))
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-[chat] expose action register method to allow plugins to register permanent actions ([#11131](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11131))
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- Add context awareness for explore visualizations ([#11134](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11134))
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- Add `Ask AI` Context Menu Action to explore visualizations ([#11134](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11134))
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- Support gzip for OpenSearch responses ([#11135](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11135))
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- Migrate state timeline ([#11136](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11136))
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- Support _id when insert data into sample dataset index ([#11139](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11139))
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- Bump @modelcontextprotocol/sdk to 1.25.2 and qs to 6.14.1 ([#11151](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11151))
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- Support query generation for PromQL in Explore ([#11153](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11153))
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- Remove MDS support for Prometheus connections ([#11154](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11154))
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- Add thinking message in chat conversation ([#11157](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11157))
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- Show PromQL label in explore metrics page query editor ([#11165](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11165))
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- Add CSP modifications using dynamic config ([#11168](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11168))
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- Migrate gauge to ECharts ([#11170](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11170))
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- Integrate data importer with Discover ([#11180](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11180))
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- Migrate heatmap to echarts ([#11192](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11192))
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- Add slash command system with autocomplete and user confirmations for chatbot ([#11194](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11194))
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- Change PromQL generation to use ag-ui agent ([#11201](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11201))
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- Add logs default columns and remove system fields from source column ([#11203](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11203))
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- Add `opensearch.requestCompression` flag opensearch requests ([#11205](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11205))
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-[Chat]Hide ask ai in explore visualization ([#11214](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11214))
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- Add dynamic setting flag for Explore Traces + Metrics ([#11220](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11220))
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- Create a more condensed UI for the Explore Discover page ([#11221](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11221))
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-[Enhancement][MDS] Implement 1st MV Refresh Window For Integration Creation ([#11226](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11226))
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- Add gzip compression support for PPL queries ([#11240](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11240))
- Fix ui changes for data importer ([#10961](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/10961))
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- Add auto scroll when new line is added ([#10977](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/10977))
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- Use variable for language placeholder in explore editor ([#11018](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11018))
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- Respect DatasetTypeConfig.searchOnLoad in explore ([#11018](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11018))
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-[Chat][BUG] Remove stale network error messages after page refresh in chat ([#11025](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11025))
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-[Chat][Context][BUG] Fix page context replacement and get dataSourceId from page context ([#11027](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11027))
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-[chat]suggested actions service is undefined ([#11029](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11029))
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- Update timechart onIntervalChange to execute data table queries ([#11035](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11035))
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-[Chat][Context] Fix page context cleanup when navigating to pages without page context ([#11036](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11036))
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- Flaky test for global threshold custom value ([#11045](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11045))
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- Update PatternsTableFlyout to render without timefield ([#11057](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11057))
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- Fix RED metric query for Discover:Traces ([#11063](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11063))
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- Fix mlClient is not defined for chatbot ([#11064](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11064))
- Update the OTel sample data index names ([#11208](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11208))
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- Visualizations should hide ailias type ([#11212](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11212))
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- Update correlationType for trace-to-logs objects ([#11215](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11215))
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- Apply data table columns filter to download csv ([#11219](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11219))
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- Discover visualization fix and ux improvements ([#11230](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11230))
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- Use URL param filters with saved search as fallback ([#11239](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11239))
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- Improve style and overflow behavior for embedded data importers ([#11241](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11241))
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- Fixed an issue that pivot function not handle timestamp properly ([#11242](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11242))
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- Address bugs for echarts migration ([#11244](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11244))
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- Bump less to 4.1.3 to use disablePluginRule when in Markdown panel ([#11250](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11250))
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- Add stricter sanitization on axis label and name in visualizations ([#11251](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11251))
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- Use dompurify to sanitize URL and imageLabel ([#11252](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11252))
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- Add title field to correlations saved object ([#11256](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11256))
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- Bug y_two axis not working ([#11257](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11257))
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- Add thresholds visual map for scatter ([#11268](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11268))
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- Remove meta field for prometheus data-connection ([#11280](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11280))
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- Histogram x-axis incorrectly have type 'category' ([#11298](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11298))
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- Fix new discover logs table overflow ([#11310](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11310))
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### 🚞 Infrastructure
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- Replace handlebars package with kbn-handlebars ([#11084](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11084))
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- Allow external plugins to be a different version from OSD. ([#11179](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11179))
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- Make single-version=ignore as default ([#11183](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11183))
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### 📝 Documentation
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### 🛠 Maintenance
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- Update DEVELOPER_GUIDE.md to include darwin-arm ([#10997](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/10997))
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- Upgrade oui version to 1.22 ([#11042](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11042))
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-[chore]Update node to 22.21.1 ([#11076](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11076))
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- Update dependency @modelcontextprotocol/sdk to v1.24.0 ([#11086](https://github.com/opensearch-project/OpenSearch-Dashboards/pull/11086))
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