From 9777aafe43e3843f9ab2dc2ce85bcbc76bf10606 Mon Sep 17 00:00:00 2001 From: wrigleyDan Date: Mon, 28 Jul 2025 15:25:13 +0200 Subject: [PATCH 01/11] add query set size validation information Signed-off-by: wrigleyDan --- _search-plugins/search-relevance/query-sets.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/_search-plugins/search-relevance/query-sets.md b/_search-plugins/search-relevance/query-sets.md index e367abd286c..4c1377d83a8 100644 --- a/_search-plugins/search-relevance/query-sets.md +++ b/_search-plugins/search-relevance/query-sets.md @@ -10,7 +10,7 @@ has_toc: false # Query sets -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). +This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). {: .warning} A query set is a collection of queries. These queries are used in experiments for search relevance evaluation. Search Relevance Workbench offers different sampling techniques for creating query sets from real user data that adheres to the [User Behavior Insights (UBI)]({{site.url}}{{site.baseurl}}/search-plugins/ubi/schemas/) specification. @@ -37,10 +37,10 @@ The following table lists the available input parameters. Field | Data type | Description :--- | :--- | :--- -`name` | String | The name of the query set. -`description` | String | A short description of the query set. +`name` | String | The name of the query set with a maximum length of 50 characters. +`description` | String | A short description of the query set with a maximum length of 250 characters. `sampling` | String | Defines which sampler to use. Valid values are `pptss` (Probability-Proportional-to-Size-Sampling), `random`, `topn` (most frequent queries), and `manual`. -`querySetSize` | Integer | The target number of queries in the query set. Depending on the number of unique queries in `ubi_queries`, the resulting query set may contain fewer queries. +`querySetSize` | Integer | The target number of queries in the query set. Depending on the number of unique queries in `ubi_queries`, the resulting query set may contain fewer queries. This size has to be a positive integer. ### Example request: Sampling 20 queries with the Top N sampler From 5da6a8b6e4d0d1602c27f6aad6af582cd01e51f2 Mon Sep 17 00:00:00 2001 From: wrigleyDan Date: Mon, 4 Aug 2025 15:27:43 +0200 Subject: [PATCH 02/11] add explanation of different types of query sets (with and without reference texts) Signed-off-by: wrigleyDan --- .../search-relevance/query-sets.md | 47 +++++++++++++++++++ 1 file changed, 47 insertions(+) diff --git a/_search-plugins/search-relevance/query-sets.md b/_search-plugins/search-relevance/query-sets.md index 4c1377d83a8..96f77683336 100644 --- a/_search-plugins/search-relevance/query-sets.md +++ b/_search-plugins/search-relevance/query-sets.md @@ -73,6 +73,53 @@ PUT _plugins/_search_relevance/query_sets } ``` +## Query Set Formats + +The Search Relevance Workbench supports two formats for query sets, each designed for different use cases. Both formats are a collection of user queries, but they differ in whether they include an expected answer. + +* **Basic Query Set:** A list of user queries without any additional information. This is useful for general relevance testing where no specific answer is expected. + +* **Query Set with Reference Answers:** A list of user queries where each query is paired with its expected answer. This format is particularly useful for evaluating applications designed to provide a specific answer, such as question-answering systems. + +### Fields + +All query sets are comprised of one or more entries, and each entry is a JSON object with the following fields: + +| Field | Data type | Description | +| :--- | :--- | :--- | +| `queryText` | string | Required. The user query string. | +| `referenceAnswer` | string | Optional. The expected or correct answer to the user query. This field is used for generating judgments, especially with LLMs. | + +### Basic query set example + +A basic query set contains only the `queryText` field for each entry. It is suitable for general relevance tests where no single "correct" answer exists. + +#### Example query set without reference answers +``` +{"queryText": "t towels kitchen"} +{"queryText": "table top bandsaw for metal"} +{"queryText": "tan strappy heels for women"} +{"queryText": "tank top plus size women"} +{"queryText": "tape and mudding tools"} +``` + +### Query set with reference answers example + +This format includes the `referenceAnswer` field alongside the `queryText`. It is ideal for evaluating applications designed to provide specific answers, such as chatbots or question-answering systems. + +#### Example query set with reference answer +``` +{"queryText": "What is the capital of France?", "referenceAnswer": "Paris"} +{"queryText": "Who wrote 'Romeo and Juliet'?", "referenceAnswer": "William Shakespeare"} +{"queryText": "What is the chemical symbol for water?", "referenceAnswer": "H2O"} +{"queryText": "What is the highest mountain in the world?", "referenceAnswer": "Mount Everest"} +{"queryText": "When was the first iPhone released?", "referenceAnswer": "June 29, 2007"} +``` + +**Use Case: LLM-Generated Judgments** + +The `referenceAnswer` field is particularly useful when using [LLMs (Large Language Models) to generate judgments]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/judgments/). The LLM can use the reference answer as a ground truth to compare against the retrieved search results, allowing it to accurately score the relevance of the response. + ## Managing query sets You can retrieve or delete query sets using the following APIs. From 9ec7dc18a201e0349e7b6256498105a4ec2e8312 Mon Sep 17 00:00:00 2001 From: wrigleyDan Date: Tue, 5 Aug 2025 13:49:45 +0200 Subject: [PATCH 03/11] add experiment dashbords to docs Signed-off-by: wrigleyDan --- .../evaluate-search-quality.md | 4 +- .../explore-experiment-results.md | 65 ++++++++++++++++++ .../optimize-hybrid-search.md | 4 +- ...verview_dashboard_installation_options.png | Bin 0 -> 139256 bytes .../hybrid_search_optimizer_dashboard.png | Bin 0 -> 150813 bytes .../install_dashboards_modal.png | Bin 0 -> 158868 bytes .../search_evaulation_dashboard.png | Bin 0 -> 188360 bytes 7 files changed, 71 insertions(+), 2 deletions(-) create mode 100644 _search-plugins/search-relevance/explore-experiment-results.md create mode 100644 images/search-relevance-workbench/experiment_overview_dashboard_installation_options.png create mode 100644 images/search-relevance-workbench/hybrid_search_optimizer_dashboard.png create mode 100644 images/search-relevance-workbench/install_dashboards_modal.png create mode 100644 images/search-relevance-workbench/search_evaulation_dashboard.png diff --git a/_search-plugins/search-relevance/evaluate-search-quality.md b/_search-plugins/search-relevance/evaluate-search-quality.md index 433d447e82f..5bde8cad5b7 100644 --- a/_search-plugins/search-relevance/evaluate-search-quality.md +++ b/_search-plugins/search-relevance/evaluate-search-quality.md @@ -10,7 +10,7 @@ has_toc: false # Evaluating search quality -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). +This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). {: .warning} Search Relevance Workbench can run pointwise experiments to evaluate search configuration quality using provided queries and relevance judgments. @@ -210,3 +210,5 @@ The results include the original request parameters along with the following met - `MAP@k`: The Mean Average Precision, which calculates the average precision across all documents. For more information, see [Average precision](https://en.wikipedia.org/wiki/Evaluation_measures_(information_retrieval)#Average_precision). - `NDCG@k`: The Normalized Discounted Cumulative Gain, which compares the actual ranking of results against a perfect ranking, with higher weights given to top results. This measures the quality of result ordering. + +To review these results in a visual way, see [exploring experiment results]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/explore-experiment-results/). diff --git a/_search-plugins/search-relevance/explore-experiment-results.md b/_search-plugins/search-relevance/explore-experiment-results.md new file mode 100644 index 00000000000..f8288bc966a --- /dev/null +++ b/_search-plugins/search-relevance/explore-experiment-results.md @@ -0,0 +1,65 @@ +--- +layout: default +title: Exploring search evaluation results +nav_order: 65 +parent: Using Search Relevance Workbench +grand_parent: Search relevance +has_children: false +has_toc: false +--- + +# Exploring search evaluation results + +In addition to retrieving the experiment results via API, users can explore the results visually. The Search Relevance Workbench comes with dashboards that users can install to review search evaluation and hybrid search optimizatione experiment results. + +## Installing the dashboards + +Users have two ways to install the dashboards: + +* Select a visualization icon in the experiment overview in the "Actions" column. + +* Select the Install Dashboards button in the top right corner of the experiment overview. + +Experiment overview of the Search Relevance Workbench including dashboard installation options{: .img-fluid } + +A modal offers the user to install the dashboards. + +Modal to install dashboards{: .img-fluid } + +## Using the dashboards + +Once installed, selecting the visualization icon in the experiment overview in the "Actions" column takes users to a dashboard view of the experiment results. The view presented depends on the type of experiment the user chose: + +* The search evaluation dashboard focuses on the individual query level to give the users insights about well-performing queries and queries with open relevance potential. + +* The hybrid search dashboard provides the user with an overview how the different hybrid search parameter configurations performed and guide users to identify good candidates for further exploration and experimentation. + +### Search evaluation dashboard + +The search evaluation dashboard aggregates performance metrics across all queries in your selected experiment. Use this to get a high-level view of overall experiment performance and identify which queries need attention. + +Modal to install dashboards{: .img-fluid } + +The **Deep Dive Summary** shows the aggregate metrics for NDCG, MAP, Precision and Coverage (see [Evaluating search quality]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/search-configurations/)). + +The **Deep Dive Query Scores** pane shows individual query performance ranked by NDCG score (highest to lowest). Use this to identify your best and worst performing queries. + +The **Deep Dive Score Densities** pane shows how metric values are distributed across your query set. Use this to understand whether poor performance is widespread or concentrated in specific queries. The x-axis shows metric values, while the y-axis shows how frequently those values occur. + +The **Deep Dive Score Scatterplot** pane shows an interactive view of the same distribution data above, with each query shown as a separate point. Use this to investigate specific queries at performance extremes. Points are scattered vertically to prevent overlap while maintaining the same x-axis metric values as the distribution view above. + +### Hybrid search evaluation dashboard + +Use this dashboard to compare experiment variants and identify the optimal parameter configurations for your hybrid experiment. + +The **Variant Performance Chart** shows your experiment variants arranged visually from best to worst performing (left to right, decreasing NDCG). Use this to quickly spot your top performers and see performance patterns across different parameter combinations at a glance. + +**Variant Performance** shows the same variant data in a sortable table format with all metrics visible. Use this to compare specific metric values across variants and customize your analysis by sorting on different performance measures (click any column header to reorder). + +Modal to install dashboards{: .img-fluid } + +### Updating Default Dashboards + +To update the default dashboards that ship with the Search Relevance Workbench UI, you need to export the raw dashboard JSON and update the file `./public/components/common_utils/dashboards_data.ts` that holds the data. + +TIP: To escape the export JSON data for embedding in the TypeScript you can escape the quotes using: `sed 's/\\/\\\\/g' input.txt > output.txt`. diff --git a/_search-plugins/search-relevance/optimize-hybrid-search.md b/_search-plugins/search-relevance/optimize-hybrid-search.md index b887a12f9b4..42a4128d201 100644 --- a/_search-plugins/search-relevance/optimize-hybrid-search.md +++ b/_search-plugins/search-relevance/optimize-hybrid-search.md @@ -10,7 +10,7 @@ has_toc: false # Optimizing hybrid search -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). +This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). {: .warning} A key challenge of using hybrid search in OpenSearch is combining results from lexical and vector-based search effectively. OpenSearch provides different techniques and various parameters you can experiment with to find the best setup for your application. What works best, however, depends heavily on your data, user behavior, and application domain—there is no one-size-fits-all solution. @@ -114,3 +114,5 @@ POST _plugins/_sql } ``` {% include copy-curl.html %} + +To review these results in a visual way, see [exploring experiment results]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/explore-experiment-results/). diff --git a/images/search-relevance-workbench/experiment_overview_dashboard_installation_options.png b/images/search-relevance-workbench/experiment_overview_dashboard_installation_options.png new file mode 100644 index 0000000000000000000000000000000000000000..c0aa573f1f21c745c0a1da789b6f29218fdebe83 GIT binary patch literal 139256 zcmeFZcUV(R(>RPGpdflH0!p_4B2B4M5}HUaBE6~*dI0GyL_tL99RWi?nn;Jxn_{8& z5=cluIs^zkKoa=Hr$2Xj{{OD;O|Il@&d!#Zot>GTnUlBrx@wH{Z1hxARE!$x4-BZN zXj!SKs2`rCrQA8rpBAE`I%VvnqN1;%qQax^>2B}j3ZkOAo!}GSr*-<#mG5!+j@(hN zP&MyTL%W|$7Nlqx>hsv|R=!Oi`k}afPyCWn)bSY;VGGqBM~9v_sY+4V>PK{;zTaK7 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j8nhM^|CU73`ny-xGv}F`1ud8jz@OeZ Date: Thu, 7 Aug 2025 13:19:12 +0200 Subject: [PATCH 04/11] add and parameters to implicit judgment generation Signed-off-by: wrigleyDan --- _search-plugins/search-relevance/judgments.md | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/_search-plugins/search-relevance/judgments.md b/_search-plugins/search-relevance/judgments.md index 469e49fa72a..f3de423dcbb 100644 --- a/_search-plugins/search-relevance/judgments.md +++ b/_search-plugins/search-relevance/judgments.md @@ -10,7 +10,7 @@ has_toc: false # Judgments -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). +This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). {: .warning} A judgment is a relevance rating assigned to a specific document in the context of a particular query. Multiple judgments are grouped together into judgment lists. @@ -120,10 +120,10 @@ To use AI-assisted judgment generation, ensure that you have configured the foll * A query set: Together with the `size` parameter, the query set defines the scope for generating judgments. For each query, the top k documents are retrieved from the specified index, where k is defined in the `size` parameter. * A search configuration: A search configuration defines how documents are retrieved for use in query/document pairs. -The AI-assisted judgment process works as follows: -- For each query, the top k documents are retrieved using the defined search configuration, which includes the index information. The query and each document from the result list create a query/document pair. -- Each query and document pair forms a query/document pair. -- The LLM is then called with a predefined prompt (stored as a static variable in the backend) to generate a judgment for each query/document pair. +The AI-assisted judgment process works as follows: +- For each query, the top k documents are retrieved using the defined search configuration, which includes the index information. The query and each document from the result list create a query/document pair. +- Each query and document pair forms a query/document pair. +- The LLM is then called with a predefined prompt (stored as a static variable in the backend) to generate a judgment for each query/document pair. - All generated judgments are stored in the judgments index for reuse in future experiments. To create a judgment list, provide the model ID of the LLM, an available query set, and a created search configuration: @@ -177,6 +177,8 @@ Parameter | Data type | Description `clickModel` | String | The model used to calculate implicit judgments. Only `coec` (Clicks Over Expected Clicks) is supported. `type` | String | Set to `UBI_JUDGMENT`. `maxRank` | Integer | The maximum rank to consider when including events in the judgment calculation. +`startDate` | Date | The optional date in format `yyyy-MM-dd` from which behavioral data events are being taken into account for implicit judgment generation. +`endDate` | Date | The optional date in format `yyyy-MM-dd` until which behavioral data events are being taken into account for implicit judgment generation. ## Managing judgment lists From cdfd44fe1669667d82e5d6afd9e7891ea2384731 Mon Sep 17 00:00:00 2001 From: wrigleyDan Date: Mon, 11 Aug 2025 11:09:47 +0200 Subject: [PATCH 05/11] change misleading name in LLM_JUDGMENT example Signed-off-by: wrigleyDan --- _search-plugins/search-relevance/judgments.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_search-plugins/search-relevance/judgments.md b/_search-plugins/search-relevance/judgments.md index f3de423dcbb..29654dc0492 100644 --- a/_search-plugins/search-relevance/judgments.md +++ b/_search-plugins/search-relevance/judgments.md @@ -132,7 +132,7 @@ To create a judgment list, provide the model ID of the LLM, an available query s ```json PUT _plugins/_search_relevance/judgments { - "name":"COEC", + "name":"AI-assisted judgment list", "type":"LLM_JUDGMENT", "querySetId":"5f0115ad-94b9-403a-912f-3e762870ccf6", "searchConfigurationList":["2f90d4fd-bd5e-450f-95bb-eabe4a740bd1"], From e022da579dfe0d6b05831f4b7677ac7910821417 Mon Sep 17 00:00:00 2001 From: wrigleyDan Date: Mon, 11 Aug 2025 14:33:49 +0200 Subject: [PATCH 06/11] update navigation structure in left nav Signed-off-by: wrigleyDan --- .../search-relevance/compare-query-sets.md | 7 +++---- .../search-relevance/compare-search-results.md | 5 ++--- .../search-relevance/comparing-search-results.md | 7 +++---- .../search-relevance/evaluate-search-quality.md | 3 +-- .../search-relevance/explore-experiment-results.md | 11 ++++++----- _search-plugins/search-relevance/judgments.md | 3 +-- .../search-relevance/optimize-hybrid-search.md | 3 +-- _search-plugins/search-relevance/query-sets.md | 5 ++--- .../search-relevance/search-configurations.md | 5 ++--- .../using-search-relevance-workbench.md | 3 +-- 10 files changed, 22 insertions(+), 30 deletions(-) diff --git a/_search-plugins/search-relevance/compare-query-sets.md b/_search-plugins/search-relevance/compare-query-sets.md index 92320163382..57f51fc9e74 100644 --- a/_search-plugins/search-relevance/compare-query-sets.md +++ b/_search-plugins/search-relevance/compare-query-sets.md @@ -2,15 +2,14 @@ layout: default title: Comparing query sets nav_order: 12 -parent: Using Search Relevance Workbench +parent: Search Relevance Workbench grand_parent: Search relevance has_children: false -has_toc: false --- # Comparing query sets -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). +This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). {: .warning} To compare the results of two different search configurations, you can run a pairwise experiment. To achieve this, you need two search configurations and a query set to use for the search configuration. @@ -48,7 +47,7 @@ Field | Data type | Description `querySetId` | String | The query set ID. `searchConfigurationList` | List | A list of search configuration IDs to use for comparison. `size` | Integer | The number of documents to return in the results. -`type` | String | Defines the type of experiment to run. Valid values are `PAIRWISE_COMPARISON`, `HYBRID_OPTIMIZER`, or `POINTWISE_EVALUATION`. Depending on the experiment type, you must provide different body fields in the request. `PAIRWISE_COMPARISON` is for comparing two search configurations against a query set and is used [here]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/compare-query-sets/). `HYBRID_OPTIMIZER` is for combining results and is used [here]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/optimize-hybrid-search/). `POINTWISE_EVALUATION` is for evaluating a search configuration against judgments and is used [here]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/evaluate-search-quality/). +`type` | String | Defines the type of experiment to run. Valid values are `PAIRWISE_COMPARISON`, `HYBRID_OPTIMIZER`, or `POINTWISE_EVALUATION`. Depending on the experiment type, you must provide different body fields in the request. `PAIRWISE_COMPARISON` is for comparing two search configurations against a query set and is used [here]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/compare-query-sets/). `HYBRID_OPTIMIZER` is for combining results and is used [here]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/optimize-hybrid-search/). `POINTWISE_EVALUATION` is for evaluating a search configuration against judgments and is used [here]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/evaluate-search-quality/). The response contains the experiment ID of the created experiment: diff --git a/_search-plugins/search-relevance/compare-search-results.md b/_search-plugins/search-relevance/compare-search-results.md index 6c0dd61892c..a42567d78ab 100644 --- a/_search-plugins/search-relevance/compare-search-results.md +++ b/_search-plugins/search-relevance/compare-search-results.md @@ -1,11 +1,10 @@ --- layout: default title: Comparing single queries -nav_order: 11 -parent: Using Search Relevance Workbench +nav_order: 10 +parent: Search Relevance Workbench grand_parent: Search relevance has_children: false -has_toc: false --- # Comparing single queries diff --git a/_search-plugins/search-relevance/comparing-search-results.md b/_search-plugins/search-relevance/comparing-search-results.md index 6fe7ae210d3..5e0e8b25121 100644 --- a/_search-plugins/search-relevance/comparing-search-results.md +++ b/_search-plugins/search-relevance/comparing-search-results.md @@ -1,16 +1,15 @@ --- layout: default title: Comparing search results -nav_order: 10 -parent: Using Search Relevance Workbench +nav_order: 11 +parent: Search Relevance Workbench grand_parent: Search relevance has_children: true -has_toc: false --- # Comparing search results -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). +This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). {: .warning} Comparing search results, also called a _pairwise experiment_, in OpenSearch Dashboards allows you to compare results of multiple search configurations. Using this tool helps assess how results change when applying different search configurations to queries. diff --git a/_search-plugins/search-relevance/evaluate-search-quality.md b/_search-plugins/search-relevance/evaluate-search-quality.md index 5bde8cad5b7..a65abd8bd6c 100644 --- a/_search-plugins/search-relevance/evaluate-search-quality.md +++ b/_search-plugins/search-relevance/evaluate-search-quality.md @@ -2,10 +2,9 @@ layout: default title: Evaluating search quality nav_order: 50 -parent: Using Search Relevance Workbench +parent: Search Relevance Workbench grand_parent: Search relevance has_children: false -has_toc: false --- # Evaluating search quality diff --git a/_search-plugins/search-relevance/explore-experiment-results.md b/_search-plugins/search-relevance/explore-experiment-results.md index f8288bc966a..3c05525ac73 100644 --- a/_search-plugins/search-relevance/explore-experiment-results.md +++ b/_search-plugins/search-relevance/explore-experiment-results.md @@ -2,15 +2,16 @@ layout: default title: Exploring search evaluation results nav_order: 65 -parent: Using Search Relevance Workbench +parent: Search Relevance Workbench grand_parent: Search relevance has_children: false -has_toc: false --- # Exploring search evaluation results +Introduced 3.2 +{: .label .label-purple } -In addition to retrieving the experiment results via API, users can explore the results visually. The Search Relevance Workbench comes with dashboards that users can install to review search evaluation and hybrid search optimizatione experiment results. +In addition to retrieving the experiment results using the API, users can explore the results visually. The Search Relevance Workbench comes with dashboards that users can install to review search evaluation and hybrid search optimization experiment results. ## Installing the dashboards @@ -18,7 +19,7 @@ Users have two ways to install the dashboards: * Select a visualization icon in the experiment overview in the "Actions" column. -* Select the Install Dashboards button in the top right corner of the experiment overview. +* Select the Install Dashboards button in the upper right corner of the experiment overview. Experiment overview of the Search Relevance Workbench including dashboard installation options{: .img-fluid } @@ -46,7 +47,7 @@ The **Deep Dive Query Scores** pane shows individual query performance ranked by The **Deep Dive Score Densities** pane shows how metric values are distributed across your query set. Use this to understand whether poor performance is widespread or concentrated in specific queries. The x-axis shows metric values, while the y-axis shows how frequently those values occur. -The **Deep Dive Score Scatterplot** pane shows an interactive view of the same distribution data above, with each query shown as a separate point. Use this to investigate specific queries at performance extremes. Points are scattered vertically to prevent overlap while maintaining the same x-axis metric values as the distribution view above. +The **Deep Dive Score Scatter Plot** pane shows an interactive view of the preceding distribution data, with each query shown as a separate point. Use this to investigate specific queries at performance extremes. Points are scattered vertically to prevent overlap while maintaining the same x-axis metric values as the preceding distribution view. ### Hybrid search evaluation dashboard diff --git a/_search-plugins/search-relevance/judgments.md b/_search-plugins/search-relevance/judgments.md index 29654dc0492..b7e8869ebc8 100644 --- a/_search-plugins/search-relevance/judgments.md +++ b/_search-plugins/search-relevance/judgments.md @@ -2,10 +2,9 @@ layout: default title: Judgments nav_order: 8 -parent: Using Search Relevance Workbench +parent: Search Relevance Workbench grand_parent: Search relevance has_children: false -has_toc: false --- # Judgments diff --git a/_search-plugins/search-relevance/optimize-hybrid-search.md b/_search-plugins/search-relevance/optimize-hybrid-search.md index 42a4128d201..81e5bb2c815 100644 --- a/_search-plugins/search-relevance/optimize-hybrid-search.md +++ b/_search-plugins/search-relevance/optimize-hybrid-search.md @@ -2,10 +2,9 @@ layout: default title: Optimizing hybrid search nav_order: 60 -parent: Using Search Relevance Workbench +parent: Search Relevance Workbench grand_parent: Search relevance has_children: false -has_toc: false --- # Optimizing hybrid search diff --git a/_search-plugins/search-relevance/query-sets.md b/_search-plugins/search-relevance/query-sets.md index 96f77683336..19b4be174a3 100644 --- a/_search-plugins/search-relevance/query-sets.md +++ b/_search-plugins/search-relevance/query-sets.md @@ -2,10 +2,9 @@ layout: default title: Query sets nav_order: 3 -parent: Using Search Relevance Workbench +parent: Search Relevance Workbench grand_parent: Search relevance has_children: false -has_toc: false --- # Query sets @@ -73,7 +72,7 @@ PUT _plugins/_search_relevance/query_sets } ``` -## Query Set Formats +## Query set formats The Search Relevance Workbench supports two formats for query sets, each designed for different use cases. Both formats are a collection of user queries, but they differ in whether they include an expected answer. diff --git a/_search-plugins/search-relevance/search-configurations.md b/_search-plugins/search-relevance/search-configurations.md index 09205dba16f..f1c0e0bc6f8 100644 --- a/_search-plugins/search-relevance/search-configurations.md +++ b/_search-plugins/search-relevance/search-configurations.md @@ -2,15 +2,14 @@ layout: default title: Search configurations nav_order: 5 -parent: Using Search Relevance Workbench +parent: Search Relevance Workbench grand_parent: Search relevance has_children: false -has_toc: false --- # Search configurations -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). +This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). {: .warning} A search configuration defines the query pattern used to run experiments, specifying how queries should be constructed and executed. diff --git a/_search-plugins/search-relevance/using-search-relevance-workbench.md b/_search-plugins/search-relevance/using-search-relevance-workbench.md index 5a08d874b75..b289d0aa1a7 100644 --- a/_search-plugins/search-relevance/using-search-relevance-workbench.md +++ b/_search-plugins/search-relevance/using-search-relevance-workbench.md @@ -4,14 +4,13 @@ title: Search Relevance Workbench nav_order: 10 parent: Search relevance has_children: true -has_toc: false --- # Search Relevance Workbench Introduced 3.1 {: .label .label-purple } -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). +This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). {: .warning} In search applications, tuning relevance is a constant, iterative exercise intended to provide the right search results to your end users. The tooling in Search Relevance Workbench helps search relevance engineers and business users create the best search experience possible for application users. It does this without hiding internal information, enabling engineers to experiment and investigate details as necessary. From 615cd35dd608079c31c7f2a7b5e29a55e65b7016 Mon Sep 17 00:00:00 2001 From: Daniel Wrigley <54574577+wrigleyDan@users.noreply.github.com> Date: Tue, 12 Aug 2025 09:04:44 +0200 Subject: [PATCH 07/11] Update _search-plugins/search-relevance/explore-experiment-results.md Co-authored-by: Eric Pugh Signed-off-by: Daniel Wrigley <54574577+wrigleyDan@users.noreply.github.com> --- _search-plugins/search-relevance/explore-experiment-results.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_search-plugins/search-relevance/explore-experiment-results.md b/_search-plugins/search-relevance/explore-experiment-results.md index 3c05525ac73..0a351c9bfe8 100644 --- a/_search-plugins/search-relevance/explore-experiment-results.md +++ b/_search-plugins/search-relevance/explore-experiment-results.md @@ -23,7 +23,7 @@ Users have two ways to install the dashboards: Experiment overview of the Search Relevance Workbench including dashboard installation options{: .img-fluid } -A modal offers the user to install the dashboards. +The modal offers to install the dashboards for the user. Modal to install dashboards{: .img-fluid } From b9fd139e7fdf87aced2d9ac56fd3336c10da1d56 Mon Sep 17 00:00:00 2001 From: wrigleyDan Date: Tue, 12 Aug 2025 09:08:17 +0200 Subject: [PATCH 08/11] remove experimental tag Signed-off-by: wrigleyDan --- _search-plugins/search-relevance/compare-query-sets.md | 4 ---- _search-plugins/search-relevance/comparing-search-results.md | 3 --- _search-plugins/search-relevance/evaluate-search-quality.md | 3 --- _search-plugins/search-relevance/judgments.md | 3 --- _search-plugins/search-relevance/optimize-hybrid-search.md | 3 --- _search-plugins/search-relevance/query-sets.md | 3 --- _search-plugins/search-relevance/search-configurations.md | 3 --- .../search-relevance/using-search-relevance-workbench.md | 3 --- 8 files changed, 25 deletions(-) diff --git a/_search-plugins/search-relevance/compare-query-sets.md b/_search-plugins/search-relevance/compare-query-sets.md index 57f51fc9e74..3319f48d44b 100644 --- a/_search-plugins/search-relevance/compare-query-sets.md +++ b/_search-plugins/search-relevance/compare-query-sets.md @@ -9,12 +9,8 @@ has_children: false # Comparing query sets -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). -{: .warning} - To compare the results of two different search configurations, you can run a pairwise experiment. To achieve this, you need two search configurations and a query set to use for the search configuration. - For more information about creating a query set, see [Query Sets]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/query-sets/). For more information about creating search configurations, see [Search Configurations]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/search-configurations/). diff --git a/_search-plugins/search-relevance/comparing-search-results.md b/_search-plugins/search-relevance/comparing-search-results.md index 5e0e8b25121..94ec4abb9eb 100644 --- a/_search-plugins/search-relevance/comparing-search-results.md +++ b/_search-plugins/search-relevance/comparing-search-results.md @@ -9,9 +9,6 @@ has_children: true # Comparing search results -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). -{: .warning} - Comparing search results, also called a _pairwise experiment_, in OpenSearch Dashboards allows you to compare results of multiple search configurations. Using this tool helps assess how results change when applying different search configurations to queries. For example, you can see how results change when you apply one of the following query changes: diff --git a/_search-plugins/search-relevance/evaluate-search-quality.md b/_search-plugins/search-relevance/evaluate-search-quality.md index a65abd8bd6c..b0a4b500127 100644 --- a/_search-plugins/search-relevance/evaluate-search-quality.md +++ b/_search-plugins/search-relevance/evaluate-search-quality.md @@ -9,9 +9,6 @@ has_children: false # Evaluating search quality -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). -{: .warning} - Search Relevance Workbench can run pointwise experiments to evaluate search configuration quality using provided queries and relevance judgments. For more information about creating a query set, see [Query sets]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/query-sets/). diff --git a/_search-plugins/search-relevance/judgments.md b/_search-plugins/search-relevance/judgments.md index b7e8869ebc8..c62a93e86f2 100644 --- a/_search-plugins/search-relevance/judgments.md +++ b/_search-plugins/search-relevance/judgments.md @@ -9,9 +9,6 @@ has_children: false # Judgments -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). -{: .warning} - A judgment is a relevance rating assigned to a specific document in the context of a particular query. Multiple judgments are grouped together into judgment lists. Typically, judgments are categorized into two types---implicit and explicit: diff --git a/_search-plugins/search-relevance/optimize-hybrid-search.md b/_search-plugins/search-relevance/optimize-hybrid-search.md index 81e5bb2c815..d3b16e2866b 100644 --- a/_search-plugins/search-relevance/optimize-hybrid-search.md +++ b/_search-plugins/search-relevance/optimize-hybrid-search.md @@ -9,9 +9,6 @@ has_children: false # Optimizing hybrid search -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). -{: .warning} - A key challenge of using hybrid search in OpenSearch is combining results from lexical and vector-based search effectively. OpenSearch provides different techniques and various parameters you can experiment with to find the best setup for your application. What works best, however, depends heavily on your data, user behavior, and application domain—there is no one-size-fits-all solution. Search Relevance Workbench helps you systematically find the ideal set of parameters for your needs. diff --git a/_search-plugins/search-relevance/query-sets.md b/_search-plugins/search-relevance/query-sets.md index 19b4be174a3..33f98453f7a 100644 --- a/_search-plugins/search-relevance/query-sets.md +++ b/_search-plugins/search-relevance/query-sets.md @@ -9,9 +9,6 @@ has_children: false # Query sets -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). -{: .warning} - A query set is a collection of queries. These queries are used in experiments for search relevance evaluation. Search Relevance Workbench offers different sampling techniques for creating query sets from real user data that adheres to the [User Behavior Insights (UBI)]({{site.url}}{{site.baseurl}}/search-plugins/ubi/schemas/) specification. Additionally, Search Relevance Workbench allows you to import a query set. diff --git a/_search-plugins/search-relevance/search-configurations.md b/_search-plugins/search-relevance/search-configurations.md index f1c0e0bc6f8..97be804fb13 100644 --- a/_search-plugins/search-relevance/search-configurations.md +++ b/_search-plugins/search-relevance/search-configurations.md @@ -9,9 +9,6 @@ has_children: false # Search configurations -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). -{: .warning} - A search configuration defines the query pattern used to run experiments, specifying how queries should be constructed and executed. ## Creating search configurations diff --git a/_search-plugins/search-relevance/using-search-relevance-workbench.md b/_search-plugins/search-relevance/using-search-relevance-workbench.md index b289d0aa1a7..58d190e0596 100644 --- a/_search-plugins/search-relevance/using-search-relevance-workbench.md +++ b/_search-plugins/search-relevance/using-search-relevance-workbench.md @@ -10,9 +10,6 @@ has_children: true Introduced 3.1 {: .label .label-purple } -This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/OpenSearch/issues/17735). -{: .warning} - In search applications, tuning relevance is a constant, iterative exercise intended to provide the right search results to your end users. The tooling in Search Relevance Workbench helps search relevance engineers and business users create the best search experience possible for application users. It does this without hiding internal information, enabling engineers to experiment and investigate details as necessary. Search Relevance Workbench consists of a [frontend component](https://github.com/opensearch-project/dashboards-search-relevance) that simplifies the process of evaluating search quality. From 4c3f441b8c7d11d3fa10e0412476356e21cfd5f8 Mon Sep 17 00:00:00 2001 From: wrigleyDan Date: Tue, 12 Aug 2025 09:39:18 +0200 Subject: [PATCH 09/11] add section on reinstalling dashboards and rework section on updating dashboards Signed-off-by: wrigleyDan --- .../explore-experiment-results.md | 24 +++++++++++++----- .../reinstall_dashboards_modal.png | Bin 0 -> 149991 bytes 2 files changed, 18 insertions(+), 6 deletions(-) create mode 100644 images/search-relevance-workbench/reinstall_dashboards_modal.png diff --git a/_search-plugins/search-relevance/explore-experiment-results.md b/_search-plugins/search-relevance/explore-experiment-results.md index 0a351c9bfe8..bbb4174dc88 100644 --- a/_search-plugins/search-relevance/explore-experiment-results.md +++ b/_search-plugins/search-relevance/explore-experiment-results.md @@ -29,7 +29,7 @@ The modal offers to install the dashboards for the user. ## Using the dashboards -Once installed, selecting the visualization icon in the experiment overview in the "Actions" column takes users to a dashboard view of the experiment results. The view presented depends on the type of experiment the user chose: +Once installed, selecting the visualization icon in the experiment overview in the "Actions" column takes users to the dashboard of the experiment results. The view presented depends on the type of experiment the user chose: * The search evaluation dashboard focuses on the individual query level to give the users insights about well-performing queries and queries with open relevance potential. @@ -39,7 +39,7 @@ Once installed, selecting the visualization icon in the experiment overview in t The search evaluation dashboard aggregates performance metrics across all queries in your selected experiment. Use this to get a high-level view of overall experiment performance and identify which queries need attention. -Modal to install dashboards{: .img-fluid } +Search evaluation dashboard with visualizations{: .img-fluid } The **Deep Dive Summary** shows the aggregate metrics for NDCG, MAP, Precision and Coverage (see [Evaluating search quality]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/search-configurations/)). @@ -57,10 +57,22 @@ The **Variant Performance Chart** shows your experiment variants arranged visual **Variant Performance** shows the same variant data in a sortable table format with all metrics visible. Use this to compare specific metric values across variants and customize your analysis by sorting on different performance measures (click any column header to reorder). -Modal to install dashboards{: .img-fluid } +Hybrid search optimization evaluation dashboard with visualizations{: .img-fluid } -### Updating Default Dashboards +### Customizing the dashboards -To update the default dashboards that ship with the Search Relevance Workbench UI, you need to export the raw dashboard JSON and update the file `./public/components/common_utils/dashboards_data.ts` that holds the data. +These dashboards are installed as "Saved Objects". After installing them you can edit the dashboards or clone and customize them to your specific requirements. -TIP: To escape the export JSON data for embedding in the TypeScript you can escape the quotes using: `sed 's/\\/\\\\/g' input.txt > output.txt`. +If you want to customize the source files you can review the corresponding [developer guide section on updating the default dashboards](https://github.com/opensearch-project/dashboards-search-relevance/blob/main/DEVELOPER_GUIDE.md#updating-default-dashboards). + +### Resetting dashboards + +Should it become necessary to reset the dashboards you can follow these steps: + +* Select the Install Dashboards button in the upper right corner of the experiment overview. + +Experiment overview of the Search Relevance Workbench with the dashboard installation button{: .img-fluid } + +* The modal offers to reinstall the dashboards for the user. + +Modal to reinstall dashboards{: .img-fluid } diff --git 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z%7XsIJkK8?TxJGf{flgtL=VCLJEs4CvAKVyk#O@L9-W?^6N~-hRDEx_UAUy7J?U-4 ze^G9VhG5Eqh4G_*(caMg?L;X0zZh1q7I4_Pp~wFw{Qfo%g!tc_$^jTGwW+xOCfpIY z?WoK7&)yCTw*xqpgUE}26TS=F-fgq^-@WZWzf1#Ov*WAyZ^Gw*+j9YPf1L3Da#4*g4Dk2%jkIWyu=bb#1zJ}mx&QzG literal 0 HcmV?d00001 From bfa9d527a10820ad64aedfc2d31773bd9d8b8bbc Mon Sep 17 00:00:00 2001 From: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> Date: Fri, 15 Aug 2025 12:05:35 -0400 Subject: [PATCH 10/11] Apply suggestions from code review Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> --- .../evaluate-search-quality.md | 2 +- .../explore-experiment-results.md | 43 +++++++++---------- _search-plugins/search-relevance/judgments.md | 4 +- .../optimize-hybrid-search.md | 2 +- .../search-relevance/query-sets.md | 25 +++++------ 5 files changed, 37 insertions(+), 39 deletions(-) diff --git a/_search-plugins/search-relevance/evaluate-search-quality.md b/_search-plugins/search-relevance/evaluate-search-quality.md index b0a4b500127..b8dc45f95f7 100644 --- a/_search-plugins/search-relevance/evaluate-search-quality.md +++ b/_search-plugins/search-relevance/evaluate-search-quality.md @@ -207,4 +207,4 @@ The results include the original request parameters along with the following met - `NDCG@k`: The Normalized Discounted Cumulative Gain, which compares the actual ranking of results against a perfect ranking, with higher weights given to top results. This measures the quality of result ordering. -To review these results in a visual way, see [exploring experiment results]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/explore-experiment-results/). +To review these results in a visual way, see [Exploring search evaluation results]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/explore-experiment-results/). diff --git a/_search-plugins/search-relevance/explore-experiment-results.md b/_search-plugins/search-relevance/explore-experiment-results.md index bbb4174dc88..034dff680b0 100644 --- a/_search-plugins/search-relevance/explore-experiment-results.md +++ b/_search-plugins/search-relevance/explore-experiment-results.md @@ -11,15 +11,15 @@ has_children: false Introduced 3.2 {: .label .label-purple } -In addition to retrieving the experiment results using the API, users can explore the results visually. The Search Relevance Workbench comes with dashboards that users can install to review search evaluation and hybrid search optimization experiment results. +In addition to retrieving the experiment results using the API, you can explore the results visually. The Search Relevance Workbench comes with dashboards that you can install to review search evaluation and hybrid search optimization experiment results. ## Installing the dashboards -Users have two ways to install the dashboards: +You can install the dashboards in one of the following ways: -* Select a visualization icon in the experiment overview in the "Actions" column. +* In the **Actions** column, select a visualization icon in the experiment overview. -* Select the Install Dashboards button in the upper right corner of the experiment overview. +* Select the **Install Dashboards** button in the upper right corner of the experiment overview. Experiment overview of the Search Relevance Workbench including dashboard installation options{: .img-fluid } @@ -29,50 +29,47 @@ The modal offers to install the dashboards for the user. ## Using the dashboards -Once installed, selecting the visualization icon in the experiment overview in the "Actions" column takes users to the dashboard of the experiment results. The view presented depends on the type of experiment the user chose: +Once you install the dashboards, in the **Actions** column, select the visualization icon in the experiment overview. This opens the experiment result dashboard. The view presented depends on the type of experiment you chose: -* The search evaluation dashboard focuses on the individual query level to give the users insights about well-performing queries and queries with open relevance potential. +* The search evaluation dashboard focuses on the individual query level and provides insights about well-performing queries and queries with open relevance potential. -* The hybrid search dashboard provides the user with an overview how the different hybrid search parameter configurations performed and guide users to identify good candidates for further exploration and experimentation. +* The hybrid search dashboard providesan overview of how the different hybrid search parameter configurations performed and let you identify candidate queries for further exploration and experimentation. ### Search evaluation dashboard -The search evaluation dashboard aggregates performance metrics across all queries in your selected experiment. Use this to get a high-level view of overall experiment performance and identify which queries need attention. +The search evaluation dashboard, shown in the following image, aggregates performance metrics across all queries in your selected experiment. Use the search evaluation dashboard to get a high-level view of overall experiment performance and identify the queries that need attention. Search evaluation dashboard with visualizations{: .img-fluid } -The **Deep Dive Summary** shows the aggregate metrics for NDCG, MAP, Precision and Coverage (see [Evaluating search quality]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/search-configurations/)). +The **Deep Dive Summary** panel shows the aggregate metrics for NDCG, MAP, precision and coverage (see [Evaluating search quality]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/search-configurations/)). -The **Deep Dive Query Scores** pane shows individual query performance ranked by NDCG score (highest to lowest). Use this to identify your best and worst performing queries. +The **Deep Dive Query Scores** pane shows individual query performance ranked by NDCG score (highest to lowest). Use this pane to identify your best and worst performing queries. -The **Deep Dive Score Densities** pane shows how metric values are distributed across your query set. Use this to understand whether poor performance is widespread or concentrated in specific queries. The x-axis shows metric values, while the y-axis shows how frequently those values occur. +The **Deep Dive Score Densities** pane shows how metric values are distributed across your query set. Use this pane to understand whether poor performance is widespread or concentrated in specific queries. The x-axis shows metric values, while the y-axis shows how frequently those values occur. -The **Deep Dive Score Scatter Plot** pane shows an interactive view of the preceding distribution data, with each query shown as a separate point. Use this to investigate specific queries at performance extremes. Points are scattered vertically to prevent overlap while maintaining the same x-axis metric values as the preceding distribution view. +The **Deep Dive Score Scatter Plot** pane shows an interactive view of the preceding distribution data, with each query shown as a separate point. Use this pane to investigate specific queries at performance extremes. Points are scattered vertically to prevent overlap while maintaining the same x-axis metric values as the preceding distribution view. ### Hybrid search evaluation dashboard -Use this dashboard to compare experiment variants and identify the optimal parameter configurations for your hybrid experiment. +Use the hybrid search evaluation dashboard, shown in the following image, to compare experiment variants and identify the optimal parameter configurations for your hybrid experiment. -The **Variant Performance Chart** shows your experiment variants arranged visually from best to worst performing (left to right, decreasing NDCG). Use this to quickly spot your top performers and see performance patterns across different parameter combinations at a glance. +Hybrid search optimization evaluation dashboard with visualizations{: .img-fluid } -**Variant Performance** shows the same variant data in a sortable table format with all metrics visible. Use this to compare specific metric values across variants and customize your analysis by sorting on different performance measures (click any column header to reorder). +The **Variant Performance Chart** shows your experiment variants arranged visually from best to worst performing (left to right, by decreasing NDCG). Use this chart to quickly identify your top performing queries and view performance patterns across different parameter combinations at a glance. + +The **Variant Performance** pane shows the same variant data in a sortable table format with all metrics visible. Use this pane to compare specific metric values across variants and customize your analysis by sorting on different performance measures . To sort by a column, select the column header. -Hybrid search optimization evaluation dashboard with visualizations{: .img-fluid } ### Customizing the dashboards -These dashboards are installed as "Saved Objects". After installing them you can edit the dashboards or clone and customize them to your specific requirements. +The dashboards are installed as saved objects. After installing them, you can edit the dashboards or clone and customize them to your specific requirements. -If you want to customize the source files you can review the corresponding [developer guide section on updating the default dashboards](https://github.com/opensearch-project/dashboards-search-relevance/blob/main/DEVELOPER_GUIDE.md#updating-default-dashboards). +To learn how to customize the source files, see the [Updating the default dashboards](https://github.com/opensearch-project/dashboards-search-relevance/blob/main/DEVELOPER_GUIDE.md#updating-default-dashboards). ### Resetting dashboards -Should it become necessary to reset the dashboards you can follow these steps: +To reset the dashboards, select the **Install Dashboards** button in the upper right corner of the experiment overview. This will reinstall the dashboards. -* Select the Install Dashboards button in the upper right corner of the experiment overview. -Experiment overview of the Search Relevance Workbench with the dashboard installation button{: .img-fluid } -* The modal offers to reinstall the dashboards for the user. -Modal to reinstall dashboards{: .img-fluid } diff --git a/_search-plugins/search-relevance/judgments.md b/_search-plugins/search-relevance/judgments.md index c62a93e86f2..17dfd85eff7 100644 --- a/_search-plugins/search-relevance/judgments.md +++ b/_search-plugins/search-relevance/judgments.md @@ -173,8 +173,8 @@ Parameter | Data type | Description `clickModel` | String | The model used to calculate implicit judgments. Only `coec` (Clicks Over Expected Clicks) is supported. `type` | String | Set to `UBI_JUDGMENT`. `maxRank` | Integer | The maximum rank to consider when including events in the judgment calculation. -`startDate` | Date | The optional date in format `yyyy-MM-dd` from which behavioral data events are being taken into account for implicit judgment generation. -`endDate` | Date | The optional date in format `yyyy-MM-dd` until which behavioral data events are being taken into account for implicit judgment generation. +`startDate` | Date | The optional starting date from which behavioral data events are considered for implicit judgment generation. The format is`yyyy-MM-dd`. +`endDate` | Date | The optional end date until which behavioral data events are considered for implicit judgment generation. The format is`yyyy-MM-dd`. ## Managing judgment lists diff --git a/_search-plugins/search-relevance/optimize-hybrid-search.md b/_search-plugins/search-relevance/optimize-hybrid-search.md index d3b16e2866b..a8a1a76a7b8 100644 --- a/_search-plugins/search-relevance/optimize-hybrid-search.md +++ b/_search-plugins/search-relevance/optimize-hybrid-search.md @@ -111,4 +111,4 @@ POST _plugins/_sql ``` {% include copy-curl.html %} -To review these results in a visual way, see [exploring experiment results]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/explore-experiment-results/). +To review these results in a visual way, see [Exploring search evaluation results]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/explore-experiment-results/). diff --git a/_search-plugins/search-relevance/query-sets.md b/_search-plugins/search-relevance/query-sets.md index 33f98453f7a..0595d110418 100644 --- a/_search-plugins/search-relevance/query-sets.md +++ b/_search-plugins/search-relevance/query-sets.md @@ -33,10 +33,10 @@ The following table lists the available input parameters. Field | Data type | Description :--- | :--- | :--- -`name` | String | The name of the query set with a maximum length of 50 characters. -`description` | String | A short description of the query set with a maximum length of 250 characters. +`name` | String | The name of the query set. The maximum length is 50 characters. +`description` | String | A short description of the query set. The maximum length is 250 characters. `sampling` | String | Defines which sampler to use. Valid values are `pptss` (Probability-Proportional-to-Size-Sampling), `random`, `topn` (most frequent queries), and `manual`. -`querySetSize` | Integer | The target number of queries in the query set. Depending on the number of unique queries in `ubi_queries`, the resulting query set may contain fewer queries. This size has to be a positive integer. +`querySetSize` | Integer | The target number of queries in the query set. Depending on the number of unique queries in `ubi_queries`, the resulting query set may contain fewer queries. Must be a positive integer. ### Example request: Sampling 20 queries with the Top N sampler @@ -73,25 +73,26 @@ PUT _plugins/_search_relevance/query_sets The Search Relevance Workbench supports two formats for query sets, each designed for different use cases. Both formats are a collection of user queries, but they differ in whether they include an expected answer. -* **Basic Query Set:** A list of user queries without any additional information. This is useful for general relevance testing where no specific answer is expected. +* **Basic query set:** A list of user queries without any additional information. This is useful for general relevance testing where no specific answer is expected. -* **Query Set with Reference Answers:** A list of user queries where each query is paired with its expected answer. This format is particularly useful for evaluating applications designed to provide a specific answer, such as question-answering systems. +* **Query set with reference answers:** A list of user queries, in which each query is paired with its expected answer. This format is particularly useful for evaluating applications designed to provide a specific answer, such as question-answering systems. ### Fields -All query sets are comprised of one or more entries, and each entry is a JSON object with the following fields: +All query sets are comprised of one or more entries. Each entry is a JSON object containing the following fields. | Field | Data type | Description | | :--- | :--- | :--- | -| `queryText` | string | Required. The user query string. | -| `referenceAnswer` | string | Optional. The expected or correct answer to the user query. This field is used for generating judgments, especially with LLMs. | +| `queryText` | String | The user query string. Required. | +| `referenceAnswer` | String | The expected or correct answer to the user query. This field is used for generating judgments, especially with LLMs. Optional. | ### Basic query set example A basic query set contains only the `queryText` field for each entry. It is suitable for general relevance tests where no single "correct" answer exists. #### Example query set without reference answers -``` + +```json {"queryText": "t towels kitchen"} {"queryText": "table top bandsaw for metal"} {"queryText": "tan strappy heels for women"} @@ -103,8 +104,9 @@ A basic query set contains only the `queryText` field for each entry. It is suit This format includes the `referenceAnswer` field alongside the `queryText`. It is ideal for evaluating applications designed to provide specific answers, such as chatbots or question-answering systems. -#### Example query set with reference answer -``` +#### Example query set with reference answers + +```json {"queryText": "What is the capital of France?", "referenceAnswer": "Paris"} {"queryText": "Who wrote 'Romeo and Juliet'?", "referenceAnswer": "William Shakespeare"} {"queryText": "What is the chemical symbol for water?", "referenceAnswer": "H2O"} @@ -112,7 +114,6 @@ This format includes the `referenceAnswer` field alongside the `queryText`. It i {"queryText": "When was the first iPhone released?", "referenceAnswer": "June 29, 2007"} ``` -**Use Case: LLM-Generated Judgments** The `referenceAnswer` field is particularly useful when using [LLMs (Large Language Models) to generate judgments]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/judgments/). The LLM can use the reference answer as a ground truth to compare against the retrieved search results, allowing it to accurately score the relevance of the response. From 5adee8eb1efcdbdd6f99af84f2a71f0ad032aa47 Mon Sep 17 00:00:00 2001 From: Nathan Bower Date: Fri, 15 Aug 2025 12:37:52 -0400 Subject: [PATCH 11/11] Apply suggestions from code review Signed-off-by: Nathan Bower --- .../evaluate-search-quality.md | 2 +- .../explore-experiment-results.md | 18 +++++++++--------- .../search-relevance/optimize-hybrid-search.md | 2 +- _search-plugins/search-relevance/query-sets.md | 12 ++++++------ 4 files changed, 17 insertions(+), 17 deletions(-) diff --git a/_search-plugins/search-relevance/evaluate-search-quality.md b/_search-plugins/search-relevance/evaluate-search-quality.md index b8dc45f95f7..031e3112b4d 100644 --- a/_search-plugins/search-relevance/evaluate-search-quality.md +++ b/_search-plugins/search-relevance/evaluate-search-quality.md @@ -207,4 +207,4 @@ The results include the original request parameters along with the following met - `NDCG@k`: The Normalized Discounted Cumulative Gain, which compares the actual ranking of results against a perfect ranking, with higher weights given to top results. This measures the quality of result ordering. -To review these results in a visual way, see [Exploring search evaluation results]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/explore-experiment-results/). +To review these results visually, see [Exploring search evaluation results]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/explore-experiment-results/). diff --git a/_search-plugins/search-relevance/explore-experiment-results.md b/_search-plugins/search-relevance/explore-experiment-results.md index 034dff680b0..2bfad3cd1d8 100644 --- a/_search-plugins/search-relevance/explore-experiment-results.md +++ b/_search-plugins/search-relevance/explore-experiment-results.md @@ -17,9 +17,9 @@ In addition to retrieving the experiment results using the API, you can explore You can install the dashboards in one of the following ways: -* In the **Actions** column, select a visualization icon in the experiment overview. +* In the **Actions** column, select a visualization icon in the experiment overview. -* Select the **Install Dashboards** button in the upper right corner of the experiment overview. +* Select the **Install Dashboards** button in the upper-right corner of the experiment overview. Experiment overview of the Search Relevance Workbench including dashboard installation options{: .img-fluid } @@ -33,7 +33,7 @@ Once you install the dashboards, in the **Actions** column, select the visualiza * The search evaluation dashboard focuses on the individual query level and provides insights about well-performing queries and queries with open relevance potential. -* The hybrid search dashboard providesan overview of how the different hybrid search parameter configurations performed and let you identify candidate queries for further exploration and experimentation. +* The hybrid search dashboard provides an overview of how the different hybrid search parameter configurations performed and lets you identify candidate queries for further exploration and experimentation. ### Search evaluation dashboard @@ -41,9 +41,9 @@ The search evaluation dashboard, shown in the following image, aggregates perfor Search evaluation dashboard with visualizations{: .img-fluid } -The **Deep Dive Summary** panel shows the aggregate metrics for NDCG, MAP, precision and coverage (see [Evaluating search quality]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/search-configurations/)). +The **Deep Dive Summary** panel shows the aggregate metrics for NDCG, MAP, precision, and coverage (see [Evaluating search quality]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/search-configurations/)). -The **Deep Dive Query Scores** pane shows individual query performance ranked by NDCG score (highest to lowest). Use this pane to identify your best and worst performing queries. +The **Deep Dive Query Scores** pane shows individual query performance ranked by NDCG score (highest to lowest). Use this pane to identify your best- and worst-performing queries. The **Deep Dive Score Densities** pane shows how metric values are distributed across your query set. Use this pane to understand whether poor performance is widespread or concentrated in specific queries. The x-axis shows metric values, while the y-axis shows how frequently those values occur. @@ -55,20 +55,20 @@ Use the hybrid search evaluation dashboard, shown in the following image, to com Hybrid search optimization evaluation dashboard with visualizations{: .img-fluid } -The **Variant Performance Chart** shows your experiment variants arranged visually from best to worst performing (left to right, by decreasing NDCG). Use this chart to quickly identify your top performing queries and view performance patterns across different parameter combinations at a glance. +The **Variant Performance Chart** shows your experiment variants arranged visually from best to worst performing (left to right, by decreasing NDCG). Use this chart to quickly identify your top-performing queries and view performance patterns across different parameter combinations at a glance. -The **Variant Performance** pane shows the same variant data in a sortable table format with all metrics visible. Use this pane to compare specific metric values across variants and customize your analysis by sorting on different performance measures . To sort by a column, select the column header. +The **Variant Performance** pane shows the same variant data in a sortable table format with all metrics visible. Use this pane to compare specific metric values across variants and customize your analysis by sorting on different performance measures. To sort by a column, select the column header. ### Customizing the dashboards The dashboards are installed as saved objects. After installing them, you can edit the dashboards or clone and customize them to your specific requirements. -To learn how to customize the source files, see the [Updating the default dashboards](https://github.com/opensearch-project/dashboards-search-relevance/blob/main/DEVELOPER_GUIDE.md#updating-default-dashboards). +To learn how to customize the source files, see [Updating the default dashboards](https://github.com/opensearch-project/dashboards-search-relevance/blob/main/DEVELOPER_GUIDE.md#updating-default-dashboards). ### Resetting dashboards -To reset the dashboards, select the **Install Dashboards** button in the upper right corner of the experiment overview. This will reinstall the dashboards. +To reset the dashboards, select the **Install Dashboards** button in the upper-right corner of the experiment overview. This will reinstall the dashboards. diff --git a/_search-plugins/search-relevance/optimize-hybrid-search.md b/_search-plugins/search-relevance/optimize-hybrid-search.md index a8a1a76a7b8..3519712c715 100644 --- a/_search-plugins/search-relevance/optimize-hybrid-search.md +++ b/_search-plugins/search-relevance/optimize-hybrid-search.md @@ -111,4 +111,4 @@ POST _plugins/_sql ``` {% include copy-curl.html %} -To review these results in a visual way, see [Exploring search evaluation results]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/explore-experiment-results/). +To review these results visually, see [Exploring search evaluation results]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/explore-experiment-results/). diff --git a/_search-plugins/search-relevance/query-sets.md b/_search-plugins/search-relevance/query-sets.md index 0595d110418..27357738dea 100644 --- a/_search-plugins/search-relevance/query-sets.md +++ b/_search-plugins/search-relevance/query-sets.md @@ -71,20 +71,20 @@ PUT _plugins/_search_relevance/query_sets ## Query set formats -The Search Relevance Workbench supports two formats for query sets, each designed for different use cases. Both formats are a collection of user queries, but they differ in whether they include an expected answer. +Search Relevance Workbench supports two formats for query sets, each designed for different use cases. Both formats are a collection of user queries, but they differ in whether they include an expected answer. -* **Basic query set:** A list of user queries without any additional information. This is useful for general relevance testing where no specific answer is expected. +* **Basic query set**: A list of user queries without any additional information. This is useful for general relevance testing where no specific answer is expected. -* **Query set with reference answers:** A list of user queries, in which each query is paired with its expected answer. This format is particularly useful for evaluating applications designed to provide a specific answer, such as question-answering systems. +* **Query set with reference answers**: A list of user queries, in which each query is paired with its expected answer. This format is particularly useful for evaluating applications designed to provide a specific answer, such as question-answering systems. ### Fields -All query sets are comprised of one or more entries. Each entry is a JSON object containing the following fields. +All query sets comprise one or more entries. Each entry is a JSON object containing the following fields. | Field | Data type | Description | | :--- | :--- | :--- | | `queryText` | String | The user query string. Required. | -| `referenceAnswer` | String | The expected or correct answer to the user query. This field is used for generating judgments, especially with LLMs. Optional. | +| `referenceAnswer` | String | The expected or correct answer to the user query. This field is used for generating judgments, especially with large language models (LLMs). Optional. | ### Basic query set example @@ -115,7 +115,7 @@ This format includes the `referenceAnswer` field alongside the `queryText`. It i ``` -The `referenceAnswer` field is particularly useful when using [LLMs (Large Language Models) to generate judgments]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/judgments/). The LLM can use the reference answer as a ground truth to compare against the retrieved search results, allowing it to accurately score the relevance of the response. +The `referenceAnswer` field is particularly useful when using [LLMs to generate judgments]({{site.url}}{{site.baseurl}}/search-plugins/search-relevance/judgments/). The LLM can use the reference answer as a ground truth to compare against the retrieved search results, allowing it to accurately score the relevance of the response. ## Managing query sets