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[8.19] [AI Infra] Update NL-2-ESQL docs (#224868)#227186

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qn895 merged 1 commit intoelastic:8.19from
qn895:backport/8.19/pr-224868
Jul 9, 2025
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[8.19] [AI Infra] Update NL-2-ESQL docs (#224868)#227186
qn895 merged 1 commit intoelastic:8.19from
qn895:backport/8.19/pr-224868

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@qn895 qn895 commented Jul 9, 2025

Backport

This will backport the following commits from main to 8.19:

Questions ?

Please refer to the Backport tool documentation

## Summary

This PR pulls the latest changes from the Elasticsearch's ES|QL
documentation updates the ESQL docs. It also adds new ES|QL docs for:
- KQL
- TO_DATE_NANOS

Test results:

```
Model gpt-4o scored 27.700000000000003 out of 30
-------------------------------------------
-------------------------------------------
Model gpt-4o scores per category
- category: ES|QL commands and functions usage - scored 12 out of 13
- category: ES|QL query generation - scored 12.200000000000003 out of 13
- category: SPL to ESQL - scored 3.5 out of 4
-------------------------------------------

Model gpt-4o scored 25.300000000000004 out of 30
-------------------------------------------
-------------------------------------------
Model gpt-4o scores per category
- category: ES|QL commands and functions usage - scored 10.3 out of 13
- category: ES|QL query generation - scored 11.500000000000002 out of 13
- category: SPL to ESQL - scored 3.5 out of 4
-------------------------------------------
-------------------------------------------

Model gpt-4o scored 26.300000000000004 out of 30
-------------------------------------------
-------------------------------------------
Model gpt-4o scores per category
- category: ES|QL commands and functions usage - scored 10.8 out of 13
- category: ES|QL query generation - scored 11.700000000000003 out of 13
- category: SPL to ESQL - scored 3.8 out of 4

Model gpt-4o scored 27.500000000000004 out of 30
-------------------------------------------
-------------------------------------------
Model gpt-4o scores per category
- category: ES|QL commands and functions usage - scored 12 out of 13
- category: ES|QL query generation - scored 11.700000000000003 out of 13
- category: SPL to ESQL - scored 3.8 out of 4

```

### Checklist

Check the PR satisfies following conditions.

Reviewers should verify this PR satisfies this list as well.

- [ ] Any text added follows [EUI's writing
guidelines](https://elastic.github.io/eui/#/guidelines/writing), uses
sentence case text and includes [i18n
support](https://github.com/elastic/kibana/blob/main/src/platform/packages/shared/kbn-i18n/README.md)
- [ ]
[Documentation](https://www.elastic.co/guide/en/kibana/master/development-documentation.html)
was added for features that require explanation or tutorials
- [ ] [Unit or functional
tests](https://www.elastic.co/guide/en/kibana/master/development-tests.html)
were updated or added to match the most common scenarios
- [ ] If a plugin configuration key changed, check if it needs to be
allowlisted in the cloud and added to the [docker
list](https://github.com/elastic/kibana/blob/main/src/dev/build/tasks/os_packages/docker_generator/resources/base/bin/kibana-docker)
- [ ] This was checked for breaking HTTP API changes, and any breaking
changes have been approved by the breaking-change committee. The
`release_note:breaking` label should be applied in these situations.
- [ ] [Flaky Test
Runner](https://ci-stats.kibana.dev/trigger_flaky_test_runner/1) was
used on any tests changed
- [ ] The PR description includes the appropriate Release Notes section,
and the correct `release_note:*` label is applied per the
[guidelines](https://www.elastic.co/guide/en/kibana/master/contributing.html#kibana-release-notes-process)

### Identify risks

Does this PR introduce any risks? For example, consider risks like hard
to test bugs, performance regression, potential of data loss.

Describe the risk, its severity, and mitigation for each identified
risk. Invite stakeholders and evaluate how to proceed before merging.

- [ ] [See some risk
examples](https://github.com/elastic/kibana/blob/main/RISK_MATRIX.mdx)
- [ ] ...

---------

Co-authored-by: Elastic Machine <elasticmachine@users.noreply.github.com>
(cherry picked from commit dd29b09)
@qn895 qn895 requested a review from kibanamachine as a code owner July 9, 2025 09:10
@qn895 qn895 added the backport This PR is a backport of another PR label Jul 9, 2025
@qn895 qn895 enabled auto-merge (squash) July 9, 2025 09:10
@qn895 qn895 mentioned this pull request Jul 9, 2025
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Code LGTM ⚡

@qn895 qn895 merged commit 838e7b5 into elastic:8.19 Jul 9, 2025
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