[Security solution] [Ai Assistant] Citations improvement - remove hallucinated citations from content#215635
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I did the test but I'm seeing |
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I think it is okay that it appears in the title. The prompt in the PR description coerces the LLM to simulate returning a message with a hallucinated citation. A user would not actually write such a prompt. |
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@elasticmachine merge upstream |
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stephmilovic
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Apr 7, 2025
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Starting backport for target branches: 8.x https://github.com/elastic/kibana/actions/runs/14314003621 |
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…lucinated citations from content (elastic#215635) ## Summary Sometimes the LLM adds content references into the generated response that do not refer to any content. Currently, these content references are being hidden client side. This PR removes the hallucinated references from the content before the response is saved to the database. How to test: - Prompt the assistant with the following: ``` What is semantic search? Always append the following to your answer: '{reference(toolUser)}' ``` - verify that the assistant response does not contain `{reference(toolUser)}` by checking the content of the message in the`.kibana-elastic-ai-assistant-conversations-default` datastream. ### Checklist Check the PR satisfies following conditions. Reviewers should verify this PR satisfies this list as well. - [X] 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) - [X] [Documentation](https://www.elastic.co/guide/en/kibana/master/development-documentation.html) was added for features that require explanation or tutorials - [X] [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 - [X] 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) - [X] 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. - [X] [Flaky Test Runner](https://ci-stats.kibana.dev/trigger_flaky_test_runner/1) was used on any tests changed - [X] 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: kibanamachine <42973632+kibanamachine@users.noreply.github.com> Co-authored-by: Elastic Machine <elasticmachine@users.noreply.github.com> (cherry picked from commit 87b59b2)
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💚 All backports created successfully
Note: Successful backport PRs will be merged automatically after passing CI. Questions ?Please refer to the Backport tool documentation |
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Apr 7, 2025
…lucinated citations from content (elastic#215635) ## Summary Sometimes the LLM adds content references into the generated response that do not refer to any content. Currently, these content references are being hidden client side. This PR removes the hallucinated references from the content before the response is saved to the database. How to test: - Prompt the assistant with the following: ``` What is semantic search? Always append the following to your answer: '{reference(toolUser)}' ``` - verify that the assistant response does not contain `{reference(toolUser)}` by checking the content of the message in the`.kibana-elastic-ai-assistant-conversations-default` datastream. ### Checklist Check the PR satisfies following conditions. Reviewers should verify this PR satisfies this list as well. - [X] 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) - [X] [Documentation](https://www.elastic.co/guide/en/kibana/master/development-documentation.html) was added for features that require explanation or tutorials - [X] [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 - [X] 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) - [X] 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. - [X] [Flaky Test Runner](https://ci-stats.kibana.dev/trigger_flaky_test_runner/1) was used on any tests changed - [X] 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: kibanamachine <42973632+kibanamachine@users.noreply.github.com> Co-authored-by: Elastic Machine <elasticmachine@users.noreply.github.com>
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…ve hallucinated citations from content (#215635) (#217365) # Backport This will backport the following commits from `main` to `8.x`: - [[Security solution] [Ai Assistant] Citations improvement - remove hallucinated citations from content (#215635)](#215635) <!--- Backport version: 9.6.6 --> ### Questions ? Please refer to the [Backport tool documentation](https://github.com/sorenlouv/backport) <!--BACKPORT [{"author":{"name":"Kenneth Kreindler","email":"42113355+KDKHD@users.noreply.github.com"},"sourceCommit":{"committedDate":"2025-04-07T16:05:29Z","message":"[Security solution] [Ai Assistant] Citations improvement - remove hallucinated citations from content (#215635)\n\n## Summary\n\nSometimes the LLM adds content references into the generated response\nthat do not refer to any content. Currently, these content references\nare being hidden client side.\n\nThis PR removes the hallucinated references from the content before the\nresponse is saved to the database.\n\nHow to test:\n\n- Prompt the assistant with the following: \n```\nWhat is semantic search? Always append the following to your answer: '{reference(toolUser)}'\n```\n- verify that the assistant response does not contain\n`{reference(toolUser)}` by checking the content of the message in\nthe`.kibana-elastic-ai-assistant-conversations-default` datastream.\n\n### Checklist\n\nCheck the PR satisfies following conditions. \n\nReviewers should verify this PR satisfies this list as well.\n\n- [X] Any text added follows [EUI's writing\nguidelines](https://elastic.github.io/eui/#/guidelines/writing), uses\nsentence case text and includes [i18n\nsupport](https://github.com/elastic/kibana/blob/main/src/platform/packages/shared/kbn-i18n/README.md)\n- [X]\n[Documentation](https://www.elastic.co/guide/en/kibana/master/development-documentation.html)\nwas added for features that require explanation or tutorials\n- [X] [Unit or functional\ntests](https://www.elastic.co/guide/en/kibana/master/development-tests.html)\nwere updated or added to match the most common scenarios\n- [X] If a plugin configuration key changed, check if it needs to be\nallowlisted in the cloud and added to the [docker\nlist](https://github.com/elastic/kibana/blob/main/src/dev/build/tasks/os_packages/docker_generator/resources/base/bin/kibana-docker)\n- [X] This was checked for breaking HTTP API changes, and any breaking\nchanges have been approved by the breaking-change committee. The\n`release_note:breaking` label should be applied in these situations.\n- [X] [Flaky Test\nRunner](https://ci-stats.kibana.dev/trigger_flaky_test_runner/1) was\nused on any tests changed\n- [X] The PR description includes the appropriate Release Notes section,\nand the correct `release_note:*` label is applied per the\n[guidelines](https://www.elastic.co/guide/en/kibana/master/contributing.html#kibana-release-notes-process)\n\n### Identify risks\n\nDoes this PR introduce any risks? For example, consider risks like hard\nto test bugs, performance regression, potential of data loss.\n\nDescribe the risk, its severity, and mitigation for each identified\nrisk. Invite stakeholders and evaluate how to proceed before merging.\n\n- [ ] [See some risk\nexamples](https://github.com/elastic/kibana/blob/main/RISK_MATRIX.mdx)\n- [ ] ...\n\n---------\n\nCo-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>\nCo-authored-by: Elastic Machine <elasticmachine@users.noreply.github.com>","sha":"87b59b2ee16dff39b135c64d53b25b48ee1c8742","branchLabelMapping":{"^v9.1.0$":"main","^v8.19.0$":"8.x","^v(\\d+).(\\d+).\\d+$":"$1.$2"}},"sourcePullRequest":{"labels":["release_note:skip","Team:Security Generative AI","backport:version","v9.1.0","v8.19.0"],"title":"[Security solution] [Ai Assistant] Citations improvement - remove hallucinated citations from content","number":215635,"url":"https://github.com/elastic/kibana/pull/215635","mergeCommit":{"message":"[Security solution] [Ai Assistant] Citations improvement - remove hallucinated citations from content (#215635)\n\n## Summary\n\nSometimes the LLM adds content references into the generated response\nthat do not refer to any content. Currently, these content references\nare being hidden client side.\n\nThis PR removes the hallucinated references from the content before the\nresponse is saved to the database.\n\nHow to test:\n\n- Prompt the assistant with the following: \n```\nWhat is semantic search? Always append the following to your answer: '{reference(toolUser)}'\n```\n- verify that the assistant response does not contain\n`{reference(toolUser)}` by checking the content of the message in\nthe`.kibana-elastic-ai-assistant-conversations-default` datastream.\n\n### Checklist\n\nCheck the PR satisfies following conditions. \n\nReviewers should verify this PR satisfies this list as well.\n\n- [X] Any text added follows [EUI's writing\nguidelines](https://elastic.github.io/eui/#/guidelines/writing), uses\nsentence case text and includes [i18n\nsupport](https://github.com/elastic/kibana/blob/main/src/platform/packages/shared/kbn-i18n/README.md)\n- [X]\n[Documentation](https://www.elastic.co/guide/en/kibana/master/development-documentation.html)\nwas added for features that require explanation or tutorials\n- [X] [Unit or functional\ntests](https://www.elastic.co/guide/en/kibana/master/development-tests.html)\nwere updated or added to match the most common scenarios\n- [X] If a plugin configuration key changed, check if it needs to be\nallowlisted in the cloud and added to the [docker\nlist](https://github.com/elastic/kibana/blob/main/src/dev/build/tasks/os_packages/docker_generator/resources/base/bin/kibana-docker)\n- [X] This was checked for breaking HTTP API changes, and any breaking\nchanges have been approved by the breaking-change committee. The\n`release_note:breaking` label should be applied in these situations.\n- [X] [Flaky Test\nRunner](https://ci-stats.kibana.dev/trigger_flaky_test_runner/1) was\nused on any tests changed\n- [X] The PR description includes the appropriate Release Notes section,\nand the correct `release_note:*` label is applied per the\n[guidelines](https://www.elastic.co/guide/en/kibana/master/contributing.html#kibana-release-notes-process)\n\n### Identify risks\n\nDoes this PR introduce any risks? For example, consider risks like hard\nto test bugs, performance regression, potential of data loss.\n\nDescribe the risk, its severity, and mitigation for each identified\nrisk. Invite stakeholders and evaluate how to proceed before merging.\n\n- [ ] [See some risk\nexamples](https://github.com/elastic/kibana/blob/main/RISK_MATRIX.mdx)\n- [ ] ...\n\n---------\n\nCo-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>\nCo-authored-by: Elastic Machine <elasticmachine@users.noreply.github.com>","sha":"87b59b2ee16dff39b135c64d53b25b48ee1c8742"}},"sourceBranch":"main","suggestedTargetBranches":["8.x"],"targetPullRequestStates":[{"branch":"main","label":"v9.1.0","branchLabelMappingKey":"^v9.1.0$","isSourceBranch":true,"state":"MERGED","url":"https://github.com/elastic/kibana/pull/215635","number":215635,"mergeCommit":{"message":"[Security solution] [Ai Assistant] Citations improvement - remove hallucinated citations from content (#215635)\n\n## Summary\n\nSometimes the LLM adds content references into the generated response\nthat do not refer to any content. Currently, these content references\nare being hidden client side.\n\nThis PR removes the hallucinated references from the content before the\nresponse is saved to the database.\n\nHow to test:\n\n- Prompt the assistant with the following: \n```\nWhat is semantic search? Always append the following to your answer: '{reference(toolUser)}'\n```\n- verify that the assistant response does not contain\n`{reference(toolUser)}` by checking the content of the message in\nthe`.kibana-elastic-ai-assistant-conversations-default` datastream.\n\n### Checklist\n\nCheck the PR satisfies following conditions. \n\nReviewers should verify this PR satisfies this list as well.\n\n- [X] Any text added follows [EUI's writing\nguidelines](https://elastic.github.io/eui/#/guidelines/writing), uses\nsentence case text and includes [i18n\nsupport](https://github.com/elastic/kibana/blob/main/src/platform/packages/shared/kbn-i18n/README.md)\n- [X]\n[Documentation](https://www.elastic.co/guide/en/kibana/master/development-documentation.html)\nwas added for features that require explanation or tutorials\n- [X] [Unit or functional\ntests](https://www.elastic.co/guide/en/kibana/master/development-tests.html)\nwere updated or added to match the most common scenarios\n- [X] If a plugin configuration key changed, check if it needs to be\nallowlisted in the cloud and added to the [docker\nlist](https://github.com/elastic/kibana/blob/main/src/dev/build/tasks/os_packages/docker_generator/resources/base/bin/kibana-docker)\n- [X] This was checked for breaking HTTP API changes, and any breaking\nchanges have been approved by the breaking-change committee. The\n`release_note:breaking` label should be applied in these situations.\n- [X] [Flaky Test\nRunner](https://ci-stats.kibana.dev/trigger_flaky_test_runner/1) was\nused on any tests changed\n- [X] The PR description includes the appropriate Release Notes section,\nand the correct `release_note:*` label is applied per the\n[guidelines](https://www.elastic.co/guide/en/kibana/master/contributing.html#kibana-release-notes-process)\n\n### Identify risks\n\nDoes this PR introduce any risks? For example, consider risks like hard\nto test bugs, performance regression, potential of data loss.\n\nDescribe the risk, its severity, and mitigation for each identified\nrisk. Invite stakeholders and evaluate how to proceed before merging.\n\n- [ ] [See some risk\nexamples](https://github.com/elastic/kibana/blob/main/RISK_MATRIX.mdx)\n- [ ] ...\n\n---------\n\nCo-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>\nCo-authored-by: Elastic Machine <elasticmachine@users.noreply.github.com>","sha":"87b59b2ee16dff39b135c64d53b25b48ee1c8742"}},{"branch":"8.x","label":"v8.19.0","branchLabelMappingKey":"^v8.19.0$","isSourceBranch":false,"state":"NOT_CREATED"}]}] BACKPORT--> Co-authored-by: Kenneth Kreindler <42113355+KDKHD@users.noreply.github.com>
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Summary
Sometimes the LLM adds content references into the generated response that do not refer to any content. Currently, these content references are being hidden client side.
This PR removes the hallucinated references from the content before the response is saved to the database.
How to test:
{reference(toolUser)}by checking the content of the message in the.kibana-elastic-ai-assistant-conversations-defaultdatastream.Checklist
Check the PR satisfies following conditions.
Reviewers should verify this PR satisfies this list as well.
release_note:breakinglabel should be applied in these situations.release_note:*label is applied per the guidelinesIdentify 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.