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Remove references to unstructured logs GA
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blog-service/2025-07-01-search.md

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blog-service/2025-07-02-search.md

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---
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title: New in Copilot - Multi-Turn Conversations (Search)
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image: https://help.sumologic.com/img/sumo-square.png
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keywords:
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- copilot
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- log-search
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- search
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hide_table_of_contents: true
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---
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import useBaseUrl from '@docusaurus/useBaseUrl';
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Copilot now supports multi-turn conversations, allowing you to ask follow-up questions without repeating your original search context. This enhancement enables more natural, iterative investigations. Copilot keeps track of your query history so you can refine searches, dig deeper into results, and troubleshoot faster.
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This feature is available in the new Sumo Logic UI for all users with Copilot access. [Learn more](/docs/search/copilot/).

cid-redirects.json

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"/docs/search/logreduce/influence-the-logreduce-outcome": "/docs/search/behavior-insights/logreduce/influence-the-logreduce-outcome",
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"/docs/search/logreduce/understand-the-logreduce-relevance-column": "/docs/search/behavior-insights/logreduce/understand-the-logreduce-relevance-column",
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"/docs/search/behavior-insights/logreduce-values": "/docs/search/behavior-insights/logreduce/logreduce-values",
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"/docs/search/copilot-unstructured-logs-beta": "/docs/search/copilot",
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"/docs/send-data/hosted-collectors/cloud-to-cloud-integration-framework/azure-event-hubs-cloud-to-cloud-source-migration":"/docs/send-data/collect-from-other-data-sources/azure-monitoring/azure-event-hubs-source-migration",
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"/docs/manage/manage-subscription/upgrade-sumo-logic-credits-account": "/docs/manage/manage-subscription/upgrade-account/upgrade-sumo-logic-flex-account",
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"/docs/manage/manage-subscription/upgrade-cloud-flex-legacy-account": "/docs/manage/manage-subscription/upgrade-account/upgrade-cloud-flex-legacy-account",
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---
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id: copilot-unstructured-logs-beta
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title: Sumo Logic Copilot - Unstructured Logs Support (Beta)
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description: Streamline your log analysis with Sumo Logic Copilot, our AI-based assistant that simplifies log analysis by letting you ask questions in plain English, even for logs without a well-defined structure.
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---
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import useBaseUrl from '@docusaurus/useBaseUrl';
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<head>
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<meta name="robots" content="noindex" />
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</head>
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<p><a href="/docs/beta"><span className="beta">Beta</span></a></p>
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This feature is in Beta. For more information, contact your Sumo Logic account executive.
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Unstructured Logs Support for [Sumo Logic Copilot](/docs/search/copilot), our AI assistant, enables it to understand and provide insights from raw, text-based logs, even if they don't follow a structured format like JSON. This means you can ask questions in plain English and get meaningful results from nearly any log data, without requiring Field Extraction Rules (FERs).
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## What's new
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Currently, [Copilot works best on structured (JSON) logs](/docs/search/copilot/#compatible-log-formats). With this beta update, Copilot automatically applies parsing logic to unstructured logs, even if no FERs are configured.
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At this stage, Copilot prioritizes unstructured logs that are already used in dashboards, allowing it to surface insights from high-value log sources out-of-the-box. This means it won’t interpret all raw logs yet, but we’re actively working to broaden this support beyond dashboards.
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* **Broader coverage**. Copilot now parses and generates insights from unstructured log formats, even without FERs, making it useful for environments that include custom or inconsistent log types.
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* **Improved usability**. Ask questions in natural language. Copilot interprets your intent and suggests relevant searches, even for raw, non-JSON logs.
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* **Performance and reliability**. Response times and suggestion accuracy are consistent with Copilot’s structured log experience.
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* **Security and compliance**. The same strict data handling and privacy standards apply. Unstructured Logs Support builds on Copilot’s secure foundation.
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<!---No need to call it out until GA
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### Powered by Intelliparse mode
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Unstructured Logs Support is powered by [Intelliparse mode (Beta)](/docs/search/get-started-with-search/build-search/intelliparse-beta), a new parsing engine that automatically extracts fields from raw logs based on patterns already used in your dashboards. This eliminates the need for manual Field Extraction Rules (FERs) and allows Copilot to surface insights from unstructured logs out-of-the-box. Behind the scenes, Copilot injects a hidden `intelliparse` operator into relevant queries to make unstructured logs easier to work with.
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-->
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### Common use cases
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* **General log exploration**. Ask questions about unstructured logs that are already used in your dashboards, even if they lack predefined fields.
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* **Error triage**. Investigate frequently visualized log data to surface patterns and recurring issues in unstructured formats.
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* **Security insights**. Detect anomalies or signs of failed logins by querying raw logs already powering security dashboards.
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* **Smarter prioritization**. Copilot focuses on unstructured logs that are visualized in dashboards, helping you get meaningful insights from high-value data sources.
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## FAQ
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**Will Copilot interpret all my logs?**<br/>
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Copilot prioritizes unstructured logs that are already used in dashboards. This improves the relevance of insights and helps focus on high-value logs.
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**How is this different from structured log support?**<br/>
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Structured logs have predefined fields, allowing Copilot to map queries directly. For unstructured logs, Copilot uses AI and parsing techniques to infer structure on the fly.

docs/search/copilot.md

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* **Enhanced query experience**. Auto-complete to streamline natural language queries.
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* **Multi-turn conversations**. Ask follow-up questions without repeating yourself.
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## Support for unstructured logs
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Copilot now supports unstructured logs, including raw text logs with no predefined fields or Field Extraction Rules (FERs). If these logs are already visualized in dashboards, Copilot automatically parses them and surfaces insights using natural language queries.
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This capability is powered by [Intelliparse mode (Beta)](/docs/search/get-started-with-search/build-search/intelliparse-beta), which infers structure from patterns already used in your dashboards. Behind the scenes, Copilot injects the `intelliparse` operator into queries to extract fields on the fly—no FER setup required.
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Here are some use cases:
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* Explore raw logs without defined fields
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* Triage errors and detect patterns
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* Investigate anomalies in security dashboards
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Copilot does not currently interpret all unstructured logs. It prioritizes those already visualized in dashboards to ensure the most relevant and accurate insights. Unlike structured logs, which contain clearly defined fields, unstructured logs require Copilot to infer structure at query time using AI and pattern recognition.
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## Security and compliance
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Sumo Logic Copilot leverages foundational models provided by Amazon Bedrock, inheriting their robust compliance and security posture. For detailed information, refer to the following Amazon Bedrock security and compliance resources:
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#### Compatible Log Formats
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* **Supported**. JSON, partial JSON, unstructured logs (with or without FERs).
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* **Not supported**. Metrics or trace telemetry.
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Copilot querying is compatible with JSON logs, partial JSON logs, and unstructured logs with Field Extraction Rules. It cannot be used to query metrics or trace telemetry.
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To retrieve a list of `_sourceCategories` with JSON data, use the following query:
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<details>
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<summary>Can I use Copilot to analyze unstructured logs?</summary>
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Yes. Copilot can parse raw logs without FERs. It also supports semi-structured logs (JSON + unstructured payloads).
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Yes, Copilot can extract relevant insights from unstructured logs, provided Field Extraction Rules (FERs) are applied. It also supports semi-structured logs (JSON + unstructured payloads).
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</details>
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<details>
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If you prefer not to use Sumo Logic Copilot, please contact our [support team](https://support.sumologic.com/support/s/). Your account will be updated accordingly.
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</details>
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## Feedback
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We want your feedback! Let us know what you think by clicking the thumbs up or thumbs down icon and entering the context of your query.

docs/search/get-started-with-search/build-search/intelliparse-beta.md

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This integration allows Copilot to work with raw, unstructured log data; no setup required on your part.
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:::tip
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Want to learn more about Intelliparse mode? [See how it works in Log Search](/docs/search/copilot/#support-for-unstructured-logs).
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Want to learn more about Intelliparse mode? [See how it works in Log Search](/docs/search/copilot-unstructured-logs-beta).
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:::

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