From 10d020903adc4fbb0c6a415b48d49049972b04e3 Mon Sep 17 00:00:00 2001 From: Liyun Xiu Date: Thu, 31 Oct 2024 13:06:46 +0800 Subject: [PATCH] Add data summary documentation Signed-off-by: Liyun Xiu --- .../dashboards-assistant/data-summary.md | 81 ++++++++++++++++++ images/dashboards-assistant/data-summary.png | Bin 0 -> 765221 bytes 2 files changed, 81 insertions(+) create mode 100644 _dashboards/dashboards-assistant/data-summary.md create mode 100644 images/dashboards-assistant/data-summary.png diff --git a/_dashboards/dashboards-assistant/data-summary.md b/_dashboards/dashboards-assistant/data-summary.md new file mode 100644 index 0000000000..58420fc4ba --- /dev/null +++ b/_dashboards/dashboards-assistant/data-summary.md @@ -0,0 +1,81 @@ +--- +layout: default +title: Data Summary +parent: OpenSearch Assistant for OpenSearch Dashboards +nav_order: 1 +has_children: false +--- + +# Data Summary +**Experimental** +{: .label .label-purple } + +The OpenSearch-Dashboards Assistant data summary feature helps you generate summary for your data which reside in OpenSearch indices using LLM. + +## Configuration + +### Prerequisites +1. Enable query enhancement from setting through path: Management -> Dashboards Managements -> Advanced settings -> Enable query enhancements +2. Configure `os_query_assist_ppl` agent. You can follow the flow-framework's query assist [examples](https://github.com/opensearch-project/flow-framework/blob/main/sample-templates). + +### Enable Alert Insight +```yaml +queryEnhancements.queryAssist.summary.enabled: true +``` +{% include copy.html %} +### Create agents with OpenSearch flow-framework +Use OpenSearch flow-framework to create the required agents. Please follow [flow-framework documentation](https://github.com/opensearch-project/flow-framework) to create the agents. +You can start with the flow-framework example template for query assist summary agent, see the example template [here](https://github.com/opensearch-project/flow-framework/tree/main/sample-templates). + +### Configure agents +Create root agents for data summary. +``` +POST /.plugins-ml-config/_doc/os_data2summary +{ + "type": "os_root_agent", + "configuration": { + "agent_id": "your agent id for summary" + } +} +``` +{% include copy-curl.html %} + +### Verify +You can verify if the agents are created successfully by calling the agents with example payload. +Test agents for data summary. +``` +POST /_plugins/_ml/agents//_execute +{ + "parameters": { + "sample_data":"'[{\"_index\":\"90943e30-9a47-11e8-b64d-95841ca0b247\",\"_source\":{\"referer\":\"http://twitter.com/success/gemini-9a\",\"request\":\"/beats/metricbeat/metricbeat-6.3.2-amd64.deb\",\"agent\":\"Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; .NET CLR 1.1.4322)\",\"extension\":\"deb\",\"memory\":null,\"ip\":\"239.67.210.53\",\"index\":\"opensearch_dashboards_sample_data_logs\",\"message\":\"239.67.210.53 - - [2018-08-30T15:29:01.686Z] \\\"GET /beats/metricbeat/metricbeat-6.3.2-amd64.deb HTTP/1.1\\\" 404 2633 \\\"-\\\" \\\"Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; .NET CLR 1.1.4322)\\\"\",\"url\":\"https://artifacts.opensearch.org/downloads/beats/metricbeat/metricbeat-6.3.2-amd64.deb\",\"tags\":\"success\",\"geo\":{\"srcdest\":\"CN:PL\",\"src\":\"CN\",\"coordinates\":{\"lat\":44.91167028,\"lon\":-108.4455092},\"dest\":\"PL\"},\"utc_time\":\"2024-09-05 15:29:01.686\",\"bytes\":2633,\"machine\":{\"os\":\"win xp\",\"ram\":21474836480},\"response\":\"404\",\"clientip\":\"239.67.210.53\",\"host\":\"artifacts.opensearch.org\",\"event\":{\"dataset\":\"sample_web_logs\"},\"phpmemory\":null,\"timestamp\":\"2024-09-05 15:29:01.686\"}}]'", + "sample_count":1, + "total_count":383, + "question":"Are there any errors in my logs?", + "ppl":"source=opensearch_dashboards_sample_data_logs| where QUERY_STRING(['response'], '4* OR 5*')"} +} +``` +{% include copy-curl.html %} + +## Data Summary API +Call API `/api/assistant/data2summary` to generate data summary, `sample_count`, `total_count`, `question` and `ppl` are optional. +``` +POST /api/assistant/data2summary +{ + "sample_data":"'[{\"_index\":\"90943e30-9a47-11e8-b64d-95841ca0b247\",\"_source\":{\"referer\":\"http://twitter.com/success/gemini-9a\",\"request\":\"/beats/metricbeat/metricbeat-6.3.2-amd64.deb\",\"agent\":\"Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; .NET CLR 1.1.4322)\",\"extension\":\"deb\",\"memory\":null,\"ip\":\"239.67.210.53\",\"index\":\"opensearch_dashboards_sample_data_logs\",\"message\":\"239.67.210.53 - - [2018-08-30T15:29:01.686Z] \\\"GET /beats/metricbeat/metricbeat-6.3.2-amd64.deb HTTP/1.1\\\" 404 2633 \\\"-\\\" \\\"Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; .NET CLR 1.1.4322)\\\"\",\"url\":\"https://artifacts.opensearch.org/downloads/beats/metricbeat/metricbeat-6.3.2-amd64.deb\",\"tags\":\"success\",\"geo\":{\"srcdest\":\"CN:PL\",\"src\":\"CN\",\"coordinates\":{\"lat\":44.91167028,\"lon\":-108.4455092},\"dest\":\"PL\"},\"utc_time\":\"2024-09-05 15:29:01.686\",\"bytes\":2633,\"machine\":{\"os\":\"win xp\",\"ram\":21474836480},\"response\":\"404\",\"clientip\":\"239.67.210.53\",\"host\":\"artifacts.opensearch.org\",\"event\":{\"dataset\":\"sample_web_logs\"},\"phpmemory\":null,\"timestamp\":\"2024-09-05 15:29:01.686\"}}]'", + "sample_count":1, + "total_count":383, + "question":"Are there any errors in my logs?", + "ppl":"source=opensearch_dashboards_sample_data_logs| where QUERY_STRING(['response'], '4* OR 5*')" +} +``` +{% include copy-curl.html %} +Parameter | Description | Required +:--- |:--------------------------------------------------------------------------------------------------------| :--- | `true` +question | user's natual language question to query data | `false` +ppl | PPL to query data, in query assist, this is generated by LLM from user's natual language question | `false` +sample_data | sampling data from query result | `true` +sample_count | number of data entries in `sample_data` | `false` +total_count | total number of data in query result | `false` +## Data Summary UI in Discover Page +Enter the discover page, after you change query language to PPL, you will see summary panel. +data summary \ No newline at end of file diff --git a/images/dashboards-assistant/data-summary.png b/images/dashboards-assistant/data-summary.png new file mode 100644 index 0000000000000000000000000000000000000000..dc2e4e22f0033d2dc65a359105fb12dda0672de1 GIT binary patch literal 765221 zcmeFZcT`hd_bwWG6G25#K)`}X6Oi7ms34%!ARPpR5Q_8?s(@0<^zqK|)Co5_*%S z2t?^56aghtLkm4{HgEZU-??|(am8`}yC-9Wy|a^D=3LJ#&zx)V^se4bc2-_i5D3J6 z`_^>>U=s!cG5Inx0!I$F{?Y=04rw@FyLR{XwQE9mAGtd^yE=eCx1J`OGJy?0bLW^F zoGt^=8eDac2ulJPTzyFM&X4aj3#WE`_-nhHJjX4n!41*Hu@`(ZPL-50uhoI?-tBLR zunc%bTeToQmPyW3-J_B^Lc6k5y~w9Pz50(@CM=BT!qo1CpHny&_9E+LyO0mvC25e+ zYnH;wnqV1m6&2csOM|<$HPtknW=@<7nAy;;;d`cx=i#I5J z_lAWvsP}m)K3bWsic@u|GJKqq?<&7UdqVu(<>`|jZ4NhkM7=hQV#xA;LJ_jM@QEYV zkl>nfC)RlD>g=U+t|>1y@yVa4?ZN8Lr_N!Lw$P>Y{0I%CNz!pRz07gDxU05y=bBwO zRi{YJQQ}Z79*2^%Owe=PV6z==&NkNTr)gMWh0@oK@)wjzb$$`dlENwLe0pj$LC0XW z^d@%4MpCUnuGjG|M|eAuqDcxq>JOhkl%TfkXjT?rN(PFL$*?>d~r)`dY zV*H33-Lmq}`^Ca&Aw-jY8N{E|@%_oUfJA1i$;(GJj-8?TB*@DnL_QvN^;766yW^%z z&rg#jlM+AC=%4PQ8yDgk)%lrw{o3f!#$%tD_r|l?#5r0s*$N8x##SQd{Gu7snT5}u zTK#lauunr+@nx`k~|jQZ2pY&Fe9$a>-%1A@y%)P%h`1&$OSQ(-9=VT}{k zyrInKeU)nCaIrhIgTakKeq<3e%!In;V8NpZI$R;X+Vqk7+DY-#hh)z$A3ko}-gcMW z7xQnWYi>L3J%?$yHihDvx$T%r zyaq+*XnnZ~m=4X+_lIHa+8+2n^ih9-F23Skvh4rp^|M96T}F7J#H&p`c|CPKYc3c= zME(aqIUD_>`mdN}OIc4yY~0|KRyvb2$s8T`Doz~qfgCqMp`6#+9l7jnUhlQC3u+)W zH#9W7AX^NwfYyQ<=EpX&OKm^u$FPD(d;tcx-$XPy@X!Y9yl=`za>R!#W5QQFX%-sz zHX?;M8Q)%3yG3)%X4T9iTc?3bny!OE`1K(Px`M_)42vs+YNLP$s5dhAJC_pM#c*Gb zQ^QdOd2BTx*!NQ#@j}cjZ%%t(7nHdoaU`gj!S+nuEzYCi&1Xb!@xFZegj4hqU3yH? zY4PWjPu%Z#hZ5z^8k*BAc+nPg; 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