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Co-authored-by: Mike Birnstiehl <[email protected]>
Co-authored-by: Garrett Spong <[email protected]>

Author: 3 people

solutions/security/ai/ai-assistant-knowledge-base.md

@@ -121,16 +121,16 @@ Refer to the following video for an example of adding a document to Knowledge Ba
 
 ### Add an individual file [add-specific-file]
 
-To add an individual file to knowledge base, you first need to ingest it into an index and ensure that it includes a semantic text or text field. Supported file types include text, PDF, ODF, Word, Excel, PowerPoint, NDJSON, CSV, and TSV.
+To add an individual file to Knowledge Base, you first need to ingest it into an index and ensure that it includes a semantic text or text field. Supported file types include text, PDF, ODF, Word, Excel, PowerPoint, NDJSON, CSV, and TSV.
 
-1. Access the **Upload file** interface by using the [global search field](/explore-analyze/find-and-organize/find-apps-and-objects.md) to find "File upload". 
+1. Access the **Data Visualizer** interface to upload a file using the [global search field](/explore-analyze/find-and-organize/find-apps-and-objects.md) to find "File upload". 
 2. Review the list of currently supported file formats and sizes, then select the file you want to upload. Click **Import**.
-3. In the **Index name** section, name the index that will contain the data in the uploaded file. Go to the **Advanced** tab. 
+3. Go to the **Advanced** tab.  In the **Index name** field , enter a name for the index that will contain the data in the uploaded file.
 4. (Optional) Review and update the mappings and ingest pipeline for your new index. 
 5. Click **Add additional field -> Add semantic text field**. 
-  - For **Field** select the field you want to use as a semantic text field. It should contain information that AI Assistant can use to determine whether a document is relevant to a given query. Do not select a metadata field. Click **Add**.
+  - For **Field**, select the field you want to use as a semantic text field. It should contain information that AI Assistant can use to determine whether a document is relevant to a given query. Do not select a metadata field.
   - For **Copy to field**, enter a name for your new semantic text field.
-  - For **Inference service**, use the default or select another model that's enabled in your environment. 
+  - For **Inference endpoint**, use the default or select another model that's enabled in your environment. 
   - Click **Add**. The new field appears in the **Mappings** section.
 6. Click **Import**. File ingest begins and should complete within a few seconds.
 7. Once your file has been ingested to an index, add it to Knowledge Base by following the steps to [add an index](#knowledge-base-add-knowledge-index). 
@@ -174,7 +174,7 @@ You can use an {{es}} connector or web crawler to create an index that contains
 
 You can ingest data from third-party platforms such as Github, Jira, Teams, Google Drive, Slack, email, and [more](elasticsearch://reference/search-connectors/index.md) using [content connectors](/solutions/security/get-started/content-connectors.md). 
 
-Once you've set up a content connector, data from the selected source is ingested to an {{es}} index. To add it knowledge base, follow the steps to [add an index](#knowledge-base-add-knowledge-index). 
+Once you've set up a content connector, data from the selected source is ingested to an {{es}} index. To add it to Knowledge Base, follow the steps to [add an index](#knowledge-base-add-knowledge-index). 
 
 
 #### Use a web crawler to add threat intelligence to Knowledge Base [_use_a_web_crawler_to_add_threat_intelligence_to_knowledge_base]

solutions/security/ai/usecase-knowledge-base-walkthrough.md

@@ -10,11 +10,11 @@ products:
 
 # Use AI Assistant's Knowledge Base to improve response quality
 
-You can use AI Assistant's Knowledge Base to give it information on anything from threat hunting playbooks, to on-call rotations, security research, infrastructure information, your team's internal communications from platforms like Slack or Teams, and more — constrained only by your creativity. This page guides you through an example of how to ingest data from various sources into AI Assistant's Knowledge Base, and shows how this can improve the quality of its responses in a threat response scenario. 
+You can use AI Assistant's Knowledge Base to give it information on anything from threat hunting playbooks, to on-call rotations, security research, infrastructure information, your team's internal communications from platforms like Slack or Teams, and more — constrained only by your creativity. This page guides you through ingesting data from various sources into AI Assistant's Knowledge Base, and shows how this can improve the quality of its responses in a threat response scenario. 
 
 ## Prerequisites
 
-Before attempting to follow this guide, review the [Knowlege Base](/solutions/security/ai/ai-assistant-knowledge-base.md) topic for general information and prerequisites, and [enable Knowledge Base](/solutions/security/ai/ai-assistant-knowledge-base.md#enable-knowledge-base).
+Before following this guide, review the [Knowledge Base](/solutions/security/ai/ai-assistant-knowledge-base.md) topic for general information and prerequisites, and [enable Knowledge Base](/solutions/security/ai/ai-assistant-knowledge-base.md#enable-knowledge-base).
 
 ## Add relevant data from various sources to Knowledge Base
 
@@ -34,7 +34,7 @@ If you add information about who is responsible for security incidents at differ
 
 If information about your on-call rotation is contained in a file, you can follow the steps to [add an individual file](/solutions/security/ai/ai-assistant-knowledge-base.md#add-specific-file) to Knowledge Base. 
 
-However, you can also copy and paste the information to directly [add it as a markdown document](/solutions/security/ai/ai-assistant-knowledge-base.md#knowledge-base-add-knowledge-document). Adding it as a markdown document is fast, and easy to update when the on-call rotation changes. 
+However, you can also copy and paste the information to directly [add it as a markdown document](/solutions/security/ai/ai-assistant-knowledge-base.md#knowledge-base-add-knowledge-document). Adding it as a markdown document is fast and easy to update when the on-call rotation changes. 
 
 :::{image} /solutions/images/security-knowledge-base-add-on-call-rotation.png
 :alt: Knowledge base's Edit document entry menu showing a snippet of an on call rotation document
@@ -52,7 +52,7 @@ If you have threat hunting playbooks stored in a GitHub repository, you can add
 
 ## Use Knowledge Base in conversations
 
-AI Assistant will use the information you've added to Knowledge Base to inform its responses to your prompts. With the information we've added in this example, you can ask questions like:
+AI Assistant will use the information you've added to Knowledge Base to inform its responses to your prompts. With the information we've added in this guide, you can ask questions like:
 
 - Is this alert related to any ongoing incidents?
 - Who should I contact to escalate this potential threat?