From 34ee9d53f5e0ead8717295957d0e970c7c8cc2f5 Mon Sep 17 00:00:00 2001
From: Tal Borenstein <tal@keephq.dev>
Date: Sun, 22 Sep 2024 14:47:51 +0300
Subject: [PATCH] feat: incident copilot

---
 keep-ui/app/incidents/[id]/incident-chat.css |    4 +
 keep-ui/app/incidents/[id]/incident-chat.tsx |   51 +
 keep-ui/app/incidents/[id]/incident.tsx      |   13 +-
 keep-ui/app/incidents/[id]/layout.tsx        |   14 +-
 keep-ui/package-lock.json                    | 4753 +++++++++++++++++-
 keep-ui/package.json                         |    2 +
 keep-ui/pages/api/copilotkit.ts              |   28 +
 keep-ui/utils/hooks/useAlerts.ts             |    5 +-
 keep/api/models/alert.py                     |   20 +-
 9 files changed, 4658 insertions(+), 232 deletions(-)
 create mode 100644 keep-ui/app/incidents/[id]/incident-chat.css
 create mode 100644 keep-ui/app/incidents/[id]/incident-chat.tsx
 create mode 100644 keep-ui/pages/api/copilotkit.ts

diff --git a/keep-ui/app/incidents/[id]/incident-chat.css b/keep-ui/app/incidents/[id]/incident-chat.css
new file mode 100644
index 000000000..53f2796d4
--- /dev/null
+++ b/keep-ui/app/incidents/[id]/incident-chat.css
@@ -0,0 +1,4 @@
+.copilotKitInput textarea {
+  height: unset !important;
+  max-height: unset !important;
+}
diff --git a/keep-ui/app/incidents/[id]/incident-chat.tsx b/keep-ui/app/incidents/[id]/incident-chat.tsx
new file mode 100644
index 000000000..7d1dc5f41
--- /dev/null
+++ b/keep-ui/app/incidents/[id]/incident-chat.tsx
@@ -0,0 +1,51 @@
+import { CopilotChat } from "@copilotkit/react-ui";
+import { IncidentDto } from "../models";
+import { useIncidentAlerts } from "utils/hooks/useIncidents";
+import { EmptyStateCard } from "@/components/ui/EmptyStateCard";
+import { useRouter } from "next/navigation";
+import "./incident-chat.css";
+import Loading from "app/loading";
+
+export default function IncidentChat({ incident }: { incident: IncidentDto }) {
+  const router = useRouter();
+  const { data: alerts, isLoading: alertsLoading } = useIncidentAlerts(
+    incident.id
+  );
+
+  if (alertsLoading) return <Loading />;
+  if (!alerts?.items || alerts.items.length === 0)
+    return (
+      <EmptyStateCard
+        title="Chat not available"
+        description="No alerts found for this incident. Go to the alerts feed and assign alerts to interact with the incident."
+        buttonText="Assign alerts to this incident"
+        onClick={() => router.push("/alerts/feed")}
+      />
+    );
+
+  return (
+    <CopilotChat
+      className="h-full overflow-y-hidden"
+      instructions={`You are an expert incident responder.
+      You are responsible for resolving incidents and helping the incident responder team.
+      The information you are provided with is a JSON representing all the data about the incident and a list of alerts that are related to the incident.
+      Your job is to help the incident responder team to resolve the incident by providing insights and recommendations.
+
+      If you are not sure about the answer, you NEED to say you don't know and lack more context.
+
+      Here is the incident JSON with all the details: "${JSON.stringify(
+        incident
+      )}"
+      Here is the list of alerts related to the incident: "${JSON.stringify(
+        alerts.items
+      )}"`}
+      labels={{
+        title: "Incident Assitant",
+        initial:
+          "Hi! 👋 Lets work together to resolve thins incident! What can I help you with?",
+        placeholder:
+          "What do you think the root cause of this incident might be?",
+      }}
+    />
+  );
+}
diff --git a/keep-ui/app/incidents/[id]/incident.tsx b/keep-ui/app/incidents/[id]/incident.tsx
index 2c546f16d..bb2327a6d 100644
--- a/keep-ui/app/incidents/[id]/incident.tsx
+++ b/keep-ui/app/incidents/[id]/incident.tsx
@@ -17,9 +17,10 @@ import IncidentAlerts from "./incident-alerts";
 import { ArrowUturnLeftIcon } from "@heroicons/react/24/outline";
 import { useRouter } from "next/navigation";
 import IncidentTimeline from "./incident-timeline";
-import { CiBellOn, CiViewTimeline } from "react-icons/ci";
+import { CiBellOn, CiChat2, CiViewTimeline } from "react-icons/ci";
 import { IoIosGitNetwork } from "react-icons/io";
 import { EmptyStateCard } from "@/components/ui/EmptyStateCard";
+import IncidentChat from "./incident-chat";
 
 interface Props {
   incidentId: string;
@@ -58,15 +59,16 @@ export default function IncidentView({ incidentId }: Props) {
             </div>
             <div
               id="incidentTabs"
-              className="w-full xl:pl-2.5 overflow-x-scroll"
+              className="w-full xl:pl-2.5 overflow-x-scroll h-full overflow-hidden"
             >
-              <TabGroup defaultIndex={0}>
+              <TabGroup defaultIndex={0} className="h-full">
                 <TabList variant="line" color="orange">
                   <Tab icon={CiBellOn}>Alerts</Tab>
                   <Tab icon={CiViewTimeline}>Timeline</Tab>
                   <Tab icon={IoIosGitNetwork}>Topology</Tab>
+                  <Tab icon={CiChat2}>Chat</Tab>
                 </TabList>
-                <TabPanels>
+                <TabPanels className="h-full">
                   <TabPanel>
                     <IncidentAlerts incident={incident} />
                   </TabPanel>
@@ -83,6 +85,9 @@ export default function IncidentView({ incidentId }: Props) {
                       />
                     </div>
                   </TabPanel>
+                  <TabPanel className="h-[calc(100%-50px)]">
+                    <IncidentChat incident={incident} />
+                  </TabPanel>
                 </TabPanels>
               </TabGroup>
             </div>
diff --git a/keep-ui/app/incidents/[id]/layout.tsx b/keep-ui/app/incidents/[id]/layout.tsx
index 67f020d69..16e8daaf7 100644
--- a/keep-ui/app/incidents/[id]/layout.tsx
+++ b/keep-ui/app/incidents/[id]/layout.tsx
@@ -1,3 +1,13 @@
-export default function Layout({ children }: { children: any }) {
-  return <main>{children}</main>;
+"use client";
+
+import { CopilotKit } from "@copilotkit/react-core";
+import { CopilotSidebar } from "@copilotkit/react-ui";
+import { ReactNode } from "react";
+
+export default function Layout({ children }: { children: ReactNode }) {
+  return (
+    <CopilotKit runtimeUrl="/api/copilotkit">
+      <main>{children}</main>
+    </CopilotKit>
+  );
 }
diff --git a/keep-ui/package-lock.json b/keep-ui/package-lock.json
index 20cbd7923..bf3dcf28c 100644
--- a/keep-ui/package-lock.json
+++ b/keep-ui/package-lock.json
@@ -10,6 +10,8 @@
       "license": "ISC",
       "dependencies": {
         "@boiseitguru/cookie-cutter": "^0.2.3",
+        "@copilotkit/react-core": "^1.3.0",
+        "@copilotkit/react-ui": "^1.3.0",
         "@dagrejs/dagre": "^1.1.3",
         "@dnd-kit/core": "^6.1.0",
         "@dnd-kit/sortable": "^8.0.0",
@@ -392,6 +394,19 @@
         "typescript": "^4.9.5"
       }
     },
+    "node_modules/@0no-co/graphql.web": {
+      "version": "1.0.8",
+      "resolved": "https://registry.npmjs.org/@0no-co/graphql.web/-/graphql.web-1.0.8.tgz",
+      "integrity": "sha512-8BG6woLtDMvXB9Ajb/uE+Zr/U7y4qJ3upXi0JQHZmsKUJa7HjF/gFvmL2f3/mSmfZoQGRr9VoY97LCX2uaFMzA==",
+      "peerDependencies": {
+        "graphql": "^14.0.0 || ^15.0.0 || ^16.0.0"
+      },
+      "peerDependenciesMeta": {
+        "graphql": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/@aashutoshrathi/word-wrap": {
       "version": "1.2.6",
       "resolved": "https://registry.npmjs.org/@aashutoshrathi/word-wrap/-/word-wrap-1.2.6.tgz",
@@ -423,6 +438,28 @@
         "node": ">=6.0.0"
       }
     },
+    "node_modules/@anthropic-ai/sdk": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/sdk/-/sdk-0.27.3.tgz",
+      "integrity": "sha512-IjLt0gd3L4jlOfilxVXTifn42FnVffMgDC04RJK1KDZpmkBWLv0XC92MVVmkxrFZNS/7l3xWgP/I3nqtX1sQHw==",
+      "dependencies": {
+        "@types/node": "^18.11.18",
+        "@types/node-fetch": "^2.6.4",
+        "abort-controller": "^3.0.0",
+        "agentkeepalive": "^4.2.1",
+        "form-data-encoder": "1.7.2",
+        "formdata-node": "^4.3.2",
+        "node-fetch": "^2.6.7"
+      }
+    },
+    "node_modules/@anthropic-ai/sdk/node_modules/@types/node": {
+      "version": "18.19.50",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-18.19.50.tgz",
+      "integrity": "sha512-xonK+NRrMBRtkL1hVCc3G+uXtjh1Al4opBLjqVmipe5ZAaBYWW6cNAiBVZ1BvmkBhep698rP3UM3aRAdSALuhg==",
+      "dependencies": {
+        "undici-types": "~5.26.4"
+      }
+    },
     "node_modules/@babel/code-frame": {
       "version": "7.24.2",
       "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.24.2.tgz",
@@ -2222,200 +2259,1978 @@
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     },
-    "node_modules/@dagrejs/dagre": {
-      "version": "1.1.3",
-      "resolved": "https://registry.npmjs.org/@dagrejs/dagre/-/dagre-1.1.3.tgz",
-      "integrity": "sha512-umT7fBPECI4zgxxXW07H3vJN7W1WZcnBjk613eOEAKcwoFrYNyMZO+1SHmoC8zPZWR18DquK2wRUp9VHUE+94g==",
+    "node_modules/@copilotkit/react-core": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/@copilotkit/react-core/-/react-core-1.3.0.tgz",
+      "integrity": "sha512-gjiINkCYYQXML+pms1fOwaC0IQKJYYbZL9ZTYCVJxiqEDJimR/TiZW7FBeI33+yXz6xyPuAp+CDTvv/NJboWbA==",
       "dependencies": {
-        "@dagrejs/graphlib": "2.2.2"
+        "@copilotkit/runtime-client-gql": "1.3.0",
+        "@copilotkit/shared": "1.3.0",
+        "@scarf/scarf": "^1.3.0",
+        "untruncate-json": "^0.0.1"
+      },
+      "peerDependencies": {
+        "react": "^18.2.0",
+        "react-dom": "^18.2.0"
       }
     },
-    "node_modules/@dagrejs/graphlib": {
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-      "engines": {
-        "node": ">17.0.0"
+    "node_modules/@copilotkit/react-ui": {
+      "version": "1.3.0",
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+      "dependencies": {
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+        "@copilotkit/runtime-client-gql": "1.3.0",
+        "@copilotkit/shared": "1.3.0",
+        "@headlessui/react": "^2.1.3",
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+        "@react-aria/focus": "^3.17.1",
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+    "node_modules/urlpattern-polyfill": {
+      "version": "10.0.0",
+      "resolved": "https://registry.npmjs.org/urlpattern-polyfill/-/urlpattern-polyfill-10.0.0.tgz",
+      "integrity": "sha512-H/A06tKD7sS1O1X2SshBVeA5FLycRpjqiBeqGKmBwBDBy28EnRjORxTNe269KSSr5un5qyWi1iL61wLxpd+ZOg=="
+    },
+    "node_modules/urql": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/urql/-/urql-4.1.0.tgz",
+      "integrity": "sha512-NfbfTvxy1sM89EQAJWm89qJZihUWk7BSMfrWgfljFXLOf+e7RK7DtV/Tbg2+82HnCG2x3LcEOJenxiFSYEC+bw==",
+      "dependencies": {
+        "@urql/core": "^5.0.0",
+        "wonka": "^6.3.2"
+      },
+      "peerDependencies": {
+        "@urql/core": "^5.0.0",
+        "react": ">= 16.8.0"
+      }
+    },
     "node_modules/use-debounce": {
       "version": "10.0.1",
       "resolved": "https://registry.npmjs.org/use-debounce/-/use-debounce-10.0.1.tgz",
@@ -14857,6 +19086,14 @@
       "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
       "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw=="
     },
+    "node_modules/utils-merge": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz",
+      "integrity": "sha512-pMZTvIkT1d+TFGvDOqodOclx0QWkkgi6Tdoa8gC8ffGAAqz9pzPTZWAybbsHHoED/ztMtkv/VoYTYyShUn81hA==",
+      "engines": {
+        "node": ">= 0.4.0"
+      }
+    },
     "node_modules/uuid": {
       "version": "8.3.2",
       "resolved": "https://registry.npmjs.org/uuid/-/uuid-8.3.2.tgz",
@@ -14865,6 +19102,47 @@
         "uuid": "dist/bin/uuid"
       }
     },
+    "node_modules/uvu": {
+      "version": "0.5.6",
+      "resolved": "https://registry.npmjs.org/uvu/-/uvu-0.5.6.tgz",
+      "integrity": "sha512-+g8ENReyr8YsOc6fv/NVJs2vFdHBnBNdfE49rshrTzDWOlUx4Gq7KOS2GD8eqhy2j+Ejq29+SbKH8yjkAqXqoA==",
+      "dependencies": {
+        "dequal": "^2.0.0",
+        "diff": "^5.0.0",
+        "kleur": "^4.0.3",
+        "sade": "^1.7.3"
+      },
+      "bin": {
+        "uvu": "bin.js"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/validator": {
+      "version": "13.12.0",
+      "resolved": "https://registry.npmjs.org/validator/-/validator-13.12.0.tgz",
+      "integrity": "sha512-c1Q0mCiPlgdTVVVIJIrBuxNicYE+t/7oKeI9MWLj3fh/uq2Pxh/3eeWbVZ4OcGW1TUf53At0njHw5SMdA3tmMg==",
+      "engines": {
+        "node": ">= 0.10"
+      }
+    },
+    "node_modules/value-or-promise": {
+      "version": "1.0.12",
+      "resolved": "https://registry.npmjs.org/value-or-promise/-/value-or-promise-1.0.12.tgz",
+      "integrity": "sha512-Z6Uz+TYwEqE7ZN50gwn+1LCVo9ZVrpxRPOhOLnncYkY1ZzOYtrX8Fwf/rFktZ8R5mJms6EZf5TqNOMeZmnPq9Q==",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/vary": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz",
+      "integrity": "sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
     "node_modules/vfile": {
       "version": "6.0.1",
       "resolved": "https://registry.npmjs.org/vfile/-/vfile-6.0.1.tgz",
@@ -14960,6 +19238,14 @@
       "resolved": "https://registry.npmjs.org/weak-map/-/weak-map-1.0.8.tgz",
       "integrity": "sha512-lNR9aAefbGPpHO7AEnY0hCFjz1eTkWCXYvkTRrTHs9qv8zJp+SkVYpzfLIFXQQiG3tVvbNFQgVg2bQS8YGgxyw=="
     },
+    "node_modules/web-streams-polyfill": {
+      "version": "4.0.0-beta.3",
+      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-4.0.0-beta.3.tgz",
+      "integrity": "sha512-QW95TCTaHmsYfHDybGMwO5IJIM93I/6vTRk+daHTWFPhwh+C8Cg7j7XyKrwrj8Ib6vYXe0ocYNrmzY4xAAN6ug==",
+      "engines": {
+        "node": ">= 14"
+      }
+    },
     "node_modules/web-vitals": {
       "version": "4.2.2",
       "resolved": "https://registry.npmjs.org/web-vitals/-/web-vitals-4.2.2.tgz",
@@ -14973,6 +19259,20 @@
         "get-canvas-context": "^1.0.1"
       }
     },
+    "node_modules/webidl-conversions": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
+      "integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ=="
+    },
+    "node_modules/whatwg-url": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
+      "integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==",
+      "dependencies": {
+        "tr46": "~0.0.3",
+        "webidl-conversions": "^3.0.0"
+      }
+    },
     "node_modules/which": {
       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
@@ -15062,6 +19362,11 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/wonka": {
+      "version": "6.3.4",
+      "resolved": "https://registry.npmjs.org/wonka/-/wonka-6.3.4.tgz",
+      "integrity": "sha512-CjpbqNtBGNAeyNS/9W6q3kSkKE52+FjIj7AkFlLr11s/VWGUu6a2CdYSdGxocIhIVjaW/zchesBQUKPVU69Cqg=="
+    },
     "node_modules/world-calendars": {
       "version": "1.0.3",
       "resolved": "https://registry.npmjs.org/world-calendars/-/world-calendars-1.0.3.tgz",
@@ -15218,13 +19523,21 @@
       }
     },
     "node_modules/zod": {
-      "version": "3.22.4",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-3.22.4.tgz",
-      "integrity": "sha512-iC+8Io04lddc+mVqQ9AZ7OQ2MrUKGN+oIQyq1vemgt46jwCwLfhq7/pwnBnNXXXZb8VTVLKwp9EDkx+ryxIWmg==",
+      "version": "3.23.8",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.23.8.tgz",
+      "integrity": "sha512-XBx9AXhXktjUqnepgTiE5flcKIYWi/rme0Eaj+5Y0lftuGBq+jyRu/md4WnuxqgP1ubdpNCsYEYPxrzVHD8d6g==",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
     },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.23.3",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.23.3.tgz",
+      "integrity": "sha512-TYWChTxKQbRJp5ST22o/Irt9KC5nj7CdBKYB/AosCRdj/wxEMvv4NNaj9XVUHDOIp53ZxArGhnw5HMZziPFjog==",
+      "peerDependencies": {
+        "zod": "^3.23.3"
+      }
+    },
     "node_modules/zustand": {
       "version": "4.5.4",
       "resolved": "https://registry.npmjs.org/zustand/-/zustand-4.5.4.tgz",
diff --git a/keep-ui/package.json b/keep-ui/package.json
index 7690720c9..5e65bb103 100644
--- a/keep-ui/package.json
+++ b/keep-ui/package.json
@@ -11,6 +11,8 @@
   },
   "dependencies": {
     "@boiseitguru/cookie-cutter": "^0.2.3",
+    "@copilotkit/react-core": "^1.3.0",
+    "@copilotkit/react-ui": "^1.3.0",
     "@dagrejs/dagre": "^1.1.3",
     "@dnd-kit/core": "^6.1.0",
     "@dnd-kit/sortable": "^8.0.0",
diff --git a/keep-ui/pages/api/copilotkit.ts b/keep-ui/pages/api/copilotkit.ts
new file mode 100644
index 000000000..2af1161ab
--- /dev/null
+++ b/keep-ui/pages/api/copilotkit.ts
@@ -0,0 +1,28 @@
+import { NextApiRequest, NextApiResponse } from "next";
+import {
+  CopilotRuntime,
+  OpenAIAdapter,
+  copilotRuntimeNextJSPagesRouterEndpoint,
+} from "@copilotkit/runtime";
+import OpenAI from "openai";
+
+const openai = new OpenAI({
+  organization: process.env.OPEN_AI_ORGANIZATION_ID,
+  apiKey: process.env.OPEN_AI_API_KEY,
+});
+
+export default async function handler(
+  req: NextApiRequest,
+  res: NextApiResponse
+) {
+  const serviceAdapter = new OpenAIAdapter({ openai });
+  const runtime = new CopilotRuntime();
+
+  const handleRequest = copilotRuntimeNextJSPagesRouterEndpoint({
+    endpoint: "/api/copilotkit",
+    runtime,
+    serviceAdapter,
+  });
+
+  return await handleRequest(req, res);
+}
diff --git a/keep-ui/utils/hooks/useAlerts.ts b/keep-ui/utils/hooks/useAlerts.ts
index 23d73139c..fb2e86dbd 100644
--- a/keep-ui/utils/hooks/useAlerts.ts
+++ b/keep-ui/utils/hooks/useAlerts.ts
@@ -93,7 +93,10 @@ export const useAlerts = () => {
     options: SWRConfiguration = { revalidateOnFocus: true }
   ) => {
     return useSWR<AuditEvent[]>(
-      () => (session && fingerprints ? `${apiUrl}/alerts/audit` : null),
+      () =>
+        session && fingerprints && fingerprints?.length > 0
+          ? `${apiUrl}/alerts/audit`
+          : null,
       (url) =>
         fetcher(url, session?.accessToken, {
           method: "POST",
diff --git a/keep/api/models/alert.py b/keep/api/models/alert.py
index bb4c97eb8..5d635f6eb 100644
--- a/keep/api/models/alert.py
+++ b/keep/api/models/alert.py
@@ -8,7 +8,14 @@
 from uuid import UUID
 
 import pytz
-from pydantic import AnyHttpUrl, BaseModel, Extra, root_validator, validator, PrivateAttr
+from pydantic import (
+    AnyHttpUrl,
+    BaseModel,
+    Extra,
+    PrivateAttr,
+    root_validator,
+    validator,
+)
 
 logger = logging.getLogger(__name__)
 
@@ -410,6 +417,7 @@ def name(self):
     def alerts(self) -> List["AlertDto"]:
         from keep.api.core.db import get_incident_alerts_by_incident_id
         from keep.api.utils.enrichment_helpers import convert_db_alerts_to_dto_alerts
+
         if not self._tenant_id:
             return []
         alerts, _ = get_incident_alerts_by_incident_id(self._tenant_id, str(self.id))
@@ -432,14 +440,16 @@ def set_default_values(cls, values: Dict[str, Any]) -> Dict[str, Any]:
     @classmethod
     def from_db_incident(cls, db_incident):
 
-        severity = IncidentSeverity.from_number(db_incident.severity) \
-            if isinstance(db_incident.severity, int) \
+        severity = (
+            IncidentSeverity.from_number(db_incident.severity)
+            if isinstance(db_incident.severity, int)
             else db_incident.severity
+        )
 
         dto = cls(
             id=db_incident.id,
             user_generated_name=db_incident.user_generated_name,
-            ai_generated_name = db_incident.ai_generated_name,
+            ai_generated_name=db_incident.ai_generated_name,
             user_summary=db_incident.user_summary,
             generated_summary=db_incident.generated_summary,
             is_predicted=db_incident.is_predicted,
@@ -464,4 +474,4 @@ def from_db_incident(cls, db_incident):
 
 class IncidentStatusChangeDto(BaseModel):
     status: IncidentStatus
-    comment: str | None
\ No newline at end of file
+    comment: str | None