From e3b8fbb768f7ca21b54edf64663c2e9a62d289f1 Mon Sep 17 00:00:00 2001
From: Benjamin Ironside Goldstein
<91905639+benironside@users.noreply.github.com>
Date: Tue, 25 Jun 2024 11:32:16 -0400
Subject: [PATCH] [Serverless] Twin PR, AI use cases (#5471)
* Implements changes from ESS PR
* fixes broken id-based links
* updates docnav
* minor bugfix
* bugfixes
* minor fixes
* incorporates Nat's review
---
.../assistant/ai-assistant-alert-triage.mdx | 4 +-
.../assistant/ai-assistant-esql-queries.mdx | 21 +++++++
docs/serverless/assistant/ai-assistant.mdx | 21 ++-----
docs/serverless/assistant/ai-use-cases.mdx | 13 ++++
.../images/attck-disc-11-alerts-disc.png | Bin 0 -> 285889 bytes
.../attck-disc-esql-query-gen-example.png | Bin 0 -> 508906 bytes
.../assistant/llm-connector-guides.mdx | 15 +++++
...k-disc-ai-assistant-incident-reporting.mdx | 57 ++++++++++++++++++
.../serverless-security.docnav.json | 36 ++++++++---
9 files changed, 139 insertions(+), 28 deletions(-)
create mode 100644 docs/serverless/assistant/ai-assistant-esql-queries.mdx
create mode 100644 docs/serverless/assistant/ai-use-cases.mdx
create mode 100644 docs/serverless/assistant/images/attck-disc-11-alerts-disc.png
create mode 100644 docs/serverless/assistant/images/attck-disc-esql-query-gen-example.png
create mode 100644 docs/serverless/assistant/llm-connector-guides.mdx
create mode 100644 docs/serverless/assistant/usecase-attack-disc-ai-assistant-incident-reporting.mdx
diff --git a/docs/serverless/assistant/ai-assistant-alert-triage.mdx b/docs/serverless/assistant/ai-assistant-alert-triage.mdx
index d230314a38..6251add6f9 100644
--- a/docs/serverless/assistant/ai-assistant-alert-triage.mdx
+++ b/docs/serverless/assistant/ai-assistant-alert-triage.mdx
@@ -1,6 +1,6 @@
---
slug: /serverless/security/triage-alerts-with-elastic-ai-assistant
-title: Triage alerts with Elastic AI Assistant
+title: Triage alerts
description: Elastic AI Assistant can help you enhance and streamline your alert triage workflows.
tags: ["security", "overview", "get-started"]
status: in review
@@ -34,6 +34,6 @@ Elastic AI Assistant can streamline the documentation and report generation proc
* “Generate a summary of this incident/alert and include diagrams of events.”
* “Provide more details on the mitigation strategies used.”
-After you review the report, click **Add to existing case** at the top of AI Assistant's response. This allows you to save a record of the report and make it available to your team. n
+After you review the report, click **Add to existing case** at the top of AI Assistant's response. This allows you to save a record of the report and make it available to your team.
\ No newline at end of file
diff --git a/docs/serverless/assistant/ai-assistant-esql-queries.mdx b/docs/serverless/assistant/ai-assistant-esql-queries.mdx
new file mode 100644
index 0000000000..5fec9ca59f
--- /dev/null
+++ b/docs/serverless/assistant/ai-assistant-esql-queries.mdx
@@ -0,0 +1,21 @@
+---
+slug: /serverless/security/ai-assistant-esql-queries
+title: Generate, customize, and learn about ((esql)) queries
+description: AI Assistant has specialized ((esql)) capabilities.
+tags: ["security","overview","get-started"]
+status: in review
+---
+
+Elastic AI Assistant can help you learn about and leverage the Elasticsearch Query Language (((esql))).
+
+With AI Assistant's enabled, AI Assistant benefits from specialized training data that enables it to answer questions related to ((esql)) at an expert level.
+
+AI Assistant can help with ((esql)) in many ways, including:
+
+* **Education and training**: AI Assistant can serve as a powerful ((esql)) learning tool. Ask it for examples, explanations of complex queries, and best practices.
+* **Writing new queries**: Prompt AI Assistant to provide a query that accomplishes a particular task, and it will generate a query matching your description. For example: "Write a query to identify documents with `curl.exe` usage and calculate the sum of `destination.bytes`" or "What query would return all user logins to [a host] in the last six hours?"
+* **Providing feedback to optimize existing queries**: Send AI Assistant a query you want to work on and ask it for improvements, refactoring, a general assessment, or to optimize the query's performance with large data sets.
+* **Customizing queries for your environment**: Since each environment is unique, you may need to customize queries that you used in other contexts. AI Assistant can suggest necessary modifications based on contextual information you provide.
+* **Troubleshooting**: Having trouble with a query or getting unexpected results? Ask AI Assistant to help you troubleshoot.
+
+In these ways and others, AI Assistant can enable you to make use of ((esql))'s advanced search capabilities to accomplish goals across ((elastic-sec)).
\ No newline at end of file
diff --git a/docs/serverless/assistant/ai-assistant.mdx b/docs/serverless/assistant/ai-assistant.mdx
index 43a6e25b9e..52c1ebbd40 100644
--- a/docs/serverless/assistant/ai-assistant.mdx
+++ b/docs/serverless/assistant/ai-assistant.mdx
@@ -11,29 +11,16 @@ status: in review
The Elastic AI Assistant utilizes generative AI to bolster your cybersecurity operations team. It allows users to interact with ((elastic-sec)) for tasks such as alert investigation, incident response, and query generation or conversion using natural language and much more.
-AI Assistant can connect to multiple LLM providers so you can select the best model for your needs.
-
-The Elastic AI Assistant is designed to enhance your analysis with smart dialogues. Its capabilities are still developing. Users should exercise caution as the quality of its responses might vary. Your insights and feedback will help us improve this feature. Always cross-verify AI-generated advice for accuracy.
-
-
-
-
-When choosing a third-party provider to use with AI Assistant, remember that different services may impose rate limits on their APIs. This may negatively affect AI Assistant performance. In addition, different models support various context lengths. Models with larger context lengths will provide a better experience when using the AI Assistant.
-
-For example, refer to OpenAI's documentation on [rate limits](https://platform.openai.com/docs/guides/rate-limits/) and [GPT-4 models](https://help.openai.com/en/articles/7127966-what-is-the-difference-between-the-gpt-4-models) for more information on their available options.
-
+Elastic AI Assistant is designed to enhance your analysis with smart dialogues. Its capabilities are still developing. Users should exercise caution as the quality of its responses might vary. Your insights and feedback will help us improve this feature. Always cross-verify AI-generated advice for accuracy.
* This feature requires the Security Analytics Complete .
-* You must have the appropriate user role to set up and use AI Assistant.
- {/* Placeholder statement until we know which specific roles are required. */}
-
* You need an account with a third-party generative AI provider, which AI Assistant uses to generate responses. Supported providers are OpenAI, Azure OpenAI Service, and Amazon Bedrock.
@@ -54,9 +41,11 @@ Elastic can automatically anonymize event data that you provide to AI Assistant
## Set up AI Assistant
-You must create a generative AI connector before you can use AI Assistant.
+You must create a generative AI connector before you can use AI Assistant. AI Assistant can connect to multiple large language model (LLM) providers so you can select the best model for your needs. To set up a connector, refer to .
-For more information about setting up generative AI connectors, refer to , , or .
+
+While AI Assistant is compatible with many different models, our testing found increased quality with Azure 32k, and faster, more cost-effective responses with Claude 3 Haiku and OpenAI GPT4 Turbo. For more information, refer to the .
+
diff --git a/docs/serverless/assistant/ai-use-cases.mdx b/docs/serverless/assistant/ai-use-cases.mdx
new file mode 100644
index 0000000000..073ebce8b8
--- /dev/null
+++ b/docs/serverless/assistant/ai-use-cases.mdx
@@ -0,0 +1,13 @@
+---
+slug: /serverless/security/ai-use-cases
+title: Use cases
+description: Learn about use cases for AI in ((elastic-sec)).
+tags: ["security","overview","get-started"]
+status: in review
+---
+
+The guides in this section describe use cases for AI Assistant and Attack discovery. Refer to them for examples of each tool's individual capabilities, and of what they can do together.
+
+*
+*
+*
\ No newline at end of file
diff --git a/docs/serverless/assistant/images/attck-disc-11-alerts-disc.png b/docs/serverless/assistant/images/attck-disc-11-alerts-disc.png
new file mode 100644
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