From 2dd180538b7fb625da2ba9985e77807fd2a44fd8 Mon Sep 17 00:00:00 2001 From: Cyber MacGeddon Date: Mon, 15 Sep 2025 21:18:29 +0100 Subject: [PATCH 1/2] More query processing stuff --- guides/structured-processing/load-doc.md | 6 ++ guides/structured-processing/load-file.md | 4 + guides/structured-processing/nlp-query.png | Bin 0 -> 49863 bytes guides/structured-processing/query.md | 87 +++++++++++++++++- .../structured-processing/set-collection.png | Bin 0 -> 27647 bytes .../structured-query.png | Bin 0 -> 54969 bytes 6 files changed, 96 insertions(+), 1 deletion(-) create mode 100644 guides/structured-processing/nlp-query.png create mode 100644 guides/structured-processing/set-collection.png create mode 100644 guides/structured-processing/structured-query.png diff --git a/guides/structured-processing/load-doc.md b/guides/structured-processing/load-doc.md index fb334d5..2ed9ae9 100644 --- a/guides/structured-processing/load-doc.md +++ b/guides/structured-processing/load-doc.md @@ -121,6 +121,12 @@ e.g. `Object extraction`. ## Step 3: Launch Document Processing +When loading the document on the workbench, it can help to decide to store +the data in a particular collection for later. Click the dialog +top right, and set the collection to `cities`. + +Set collection option + On the Library page, select your document containing city information, click 'Submit' at the bottom of the screen. diff --git a/guides/structured-processing/load-file.md b/guides/structured-processing/load-file.md index dafba77..71df5ff 100644 --- a/guides/structured-processing/load-file.md +++ b/guides/structured-processing/load-file.md @@ -379,6 +379,10 @@ and collection load. ## Notes +- At the time of writing, the prompts work well at XML processing, + but we'll be optimising to work with smaller models and provide + better coverage of other data types. We recommend you stick with + XML data for TrustGraph 1.3. - You may find that the prompts are sensitive to different LLMs, and that you may see hallucinations or insensitivity to different data features. - XPath expressions have some incompatibilities and edge cases with diff --git a/guides/structured-processing/nlp-query.png b/guides/structured-processing/nlp-query.png new file mode 100644 index 0000000000000000000000000000000000000000..d66641d7c131a4143677643a357f25ac0c70883b GIT binary patch literal 49863 zcmd?RXIN8P+b-(TWdo6=C)`1|0*iIX$u&VWzMOHY6|C;oPQ1cjXgFTZoEPhh?!5A&7@F$h`I&Tj$$4MQylby)O{^z| zuvU8hyu|0f!9#)9RJ0WlVlttyuvm|r@3doErj-%U(@O>kse(`4Ti=>nT3QZ0rwHbvvIo_VWq5c&w{G1s7gLm@Klu9Vxv{;yy@i#Pz}d5BM@L6xSsfG>f&voSx0eb3 zs4h}}V6xcr;sJQ@wcN{7oD4Rid@?ddq6++)CnY2$B|q$)8gAp_6BK;3%Ptq!Zyl4F z$vG&n@$ktt&hu1Lc(uDck=D|AgIDinbUWAErW*;jV!Ot)d;Uh2ybzB{PPrZf-ia!7 znBKi>!Nzf>ni*WPKH1GuAf<(GO=eQ0UCD_CUxbaH7XLTl2GKL- zAC?AAoNy{J!y$ZFE@x;p)3&#?@Dz3a>lJ7#T%87CZ8H1qxyQc`&~sN?HIn-yeze#u 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zk_q4ShpTVP5^qZB1af&1QqR&Qt%Z$UJC}bRpa92mc+b?NzOs|aFsc!)+4(-JfluYY z%T0*e3NL%wwSra28aeYmoUBEZ$JRYpEJVgzy+chzt26cac8TFNX^-{SsqjS@JGY!* zbYmg7-0fg>^d5?Wqe5+P@;S1wyc2Hw^9T%7$vons?ceX`_<4-o*LjR8cwLqcxI;Rv z6Lx;ynUp%5<>#m2r{=`Ip8sI5{yRa2{~y+5hh<7{1zRbLP1)Tu6-CW^MG6m|{};CQ23r6C literal 0 HcmV?d00001 diff --git a/guides/structured-processing/query.md b/guides/structured-processing/query.md index a902d0d..c11d086 100644 --- a/guides/structured-processing/query.md +++ b/guides/structured-processing/query.md @@ -32,11 +32,46 @@ Before starting this guide, ensure you have: - Python 3.10 or later with the TrustGraph CLI tools installed (`pip install trustgraph-cli`) - Sample documents or structured data files to process +## Workbench + +The Structured Query page on the workbench UI allows you to run the +queries we'll be running here. Make sure: + +- You have set the collection parameter correctly in the session state + popover, top-right. +- Be sure to set a flow which has object processing enabled e.g. the + `obj-ex` flow which you created if you are following this guide. + +NLP query + +Structured query + ## NLP query operation This operation takes a natural language query, and uses an LLM prompt to convert to a GraphQL query. This uses defined schema, so you need -to have the pies schema loaded: +to have the schemas loaded in the previous guide steps. + +This is a building block for more complete functionality, but it may +be useful for you to be able to look at converted queries to check that +your application is performing well. + +```bash +tg-invoke-nlp-query -f obj-ex -q 'Cities with more than 22.8m people' +``` + +If successful the output is something like... + +``` +Generated GraphQL Query: +---------------------------------------- +query { cities(where: {population: {gt: 22800000}}) { city country population } } +---------------------------------------- +Detected Schemas: cities +Confidence: 95.00% +``` + +Querying the pies data: ``` tg-invoke-nlp-query -f obj-ex \ @@ -59,6 +94,31 @@ Confidence: 95.00% This operation takes a GraphQL query, and executes it on the object store. +City example: + +``` +tg-invoke-objects-query -f obj-ex --collection cities -q ' +{ + cities(where: {population: {gt: 22800000}}) { city country population } +} +' +``` + +``` ++-----------+------------+------------+ +| city | country | population | ++-----------+------------+------------+ +| Shanghai | China | 30482140 | +| São Paulo | Brazil | 22990007 | +| Delhi | India | 34665569 | +| Tokyo | Japan | 37036204 | +| Dhaka | Bangladesh | 24652864 | +| Cairo | Egypt | 23074225 | ++-----------+------------+------------+ +``` + +Pies example: + ``` tg-invoke-objects-query -f obj-ex \ --collection uk-pies \ @@ -86,6 +146,28 @@ You can use `--format` to request CSV or JSON output. This is an API which uses the above two operations in sequence. +Cities example: + +``` +tg-invoke-structure-query -f obj-ex --collection cities \ + -q 'Cities with more than 22.8m people' +``` + +``` ++-----------+------------+------------+ +| city | country | population | ++-----------+------------+------------+ +| Shanghai | China | 30482140 | +| São Paulo | Brazil | 22990007 | +| Delhi | India | 34665569 | +| Tokyo | Japan | 37036204 | +| Dhaka | Bangladesh | 24652864 | +| Cairo | Egypt | 23074225 | ++-----------+------------+------------+ +``` + +Pies example: + ``` tg-invoke-structured-query -f obj-ex \ --collection uk-pies \ @@ -107,6 +189,9 @@ You can use `--format` to request CSV or JSON output. ## With collections +Using the same schema with different collections allows you to group +data: + ``` tg-invoke-structured-query -f obj-ex \ --collection fr-pies \ diff --git a/guides/structured-processing/set-collection.png b/guides/structured-processing/set-collection.png new file 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