[feat] plugin: AI summary of search results from a self-hosted LLM

Adds an optional plugin that shows a generated summary above the search results, similar to the answer boxes in Brave and Google. The text is produced by an LLM server the administrator runs, reached over the OpenAI chat completions API, so queries never leave the operator's own network. The summary is grounded on the top search results rather than the model's training data. It is generated asynchronously: post_search adds an empty placeholder and returns, and the browser fills it from the /ai_summary endpoint, which streams the answer as NDJSON. No summary is generated beyond page one, outside the general category, for non-HTML formats, or when an engine already answered with an infobox or an instant answer. The client side follows the existing plugin pattern: one file in client/simple/src/js/plugin/, one conditional load in router.ts, one LESS import. No build configuration changes and no new dependencies. The plugin is not activated by default. Instance defaults live in an ai_summary: section; the server, model, API key and grounding are user preferences, and all four can be locked. Signed-off-by: Jason Witty <jasonpwitty+github@proton.me>
[upd] github-actions: Bump JamesIves/github-pages-deploy-action (#6521 )
2026-08-15 19:55:07 -07:00 · 2026-08-14 10:18:45 +02:00 · 2026-08-13 18:16:56 +02:00 · 2026-08-12 16:14:58 +02:00 · 2026-08-12 16:13:15 +02:00 · 2026-08-12 19:05:02 +08:00
95 changed files with 3394 additions and 819 deletions
@@ -0,0 +1,39 @@
+// Closes issues and prs whose authors/agents don't accept the ai policy
+// https://github.com/searxng/searxng/blob/master/AI_POLICY.rst
+
+module.exports = async ({ github, context }) => {
+  const item = context.payload.pull_request || context.payload.issue;
+  const body = item.body || '';
+  const kind = context.payload.pull_request ? 'pull request' : 'issue';
+
+  // https://github.com/searxng/searxng/pull/6476#discussion_r3683782481
+  const hasBox = /\[[Xx]\].*AI Policy/.test(body);
+  const hasRef = /\[AI Policy\]:\s*https:\/\/github\.com\/searxng\/searxng\/.*AI_POLICY/.test(body);
+  if (hasBox && hasRef) {
+    return;
+  }
+
+  const { owner, repo } = context.repo;
+  await github.rest.issues.createComment({
+    owner,
+    repo,
+    issue_number: item.number,
+    body:
+      'Hello! Thank you for your contribution.\n\n' +
+      `Unfortunately your ${kind} was closed as the AI Policy has not been accepted.\n\n` +
+      `Please open a new ${kind} after confirming your contribution aligns with our AI Policy.`,
+  });
+  await github.rest.issues.addLabels({
+    owner,
+    repo,
+    issue_number: item.number,
+    labels: ['invalid:slop'],
+  });
+  await github.rest.issues.update({
+    owner,
+    repo,
+    issue_number: item.number,
+    state: 'closed',
+    state_reason: 'not_planned',
+  });
+};
@@ -0,0 +1,38 @@
+---
+# yamllint disable rule:line-length
+name: AI Policy
+
+# Closes any new issues and PRs from people (or agents) who don't accept the AI Policy
+
+# yamllint disable-line rule:truthy
+on:
+  issues:
+    types: [opened]
+  pull_request_target:
+    types: [opened]
+
+permissions:
+  contents: read
+  issues: write
+  pull-requests: write
+
+jobs:
+  check:
+    name: Check AI Policy
+    # for issues with an author who has not contributed before
+    if: >-
+      github.event.sender.type != 'Bot' &&
+      contains(fromJSON('["NONE","FIRST_TIMER","FIRST_TIME_CONTRIBUTOR"]'),
+               github.event.issue.author_association ||
+               github.event.pull_request.author_association)
+    runs-on: ubuntu-26.04-arm
+    steps:
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
+        with:
+          persist-credentials: "false"
+
+      - uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3  # v9.0.0
+        with:
+          script: |
+            const script = require('./.github/scripts/ai_policy.cjs');
+            await script({ github, context });
@@ -50,7 +50,7 @@ jobs:

    steps:
      - name: Login to GHCR
-        uses: docker/login-action@06fb636fac595d6fb4b28a5dfcb21a6f5091859c  # v4.5.0
+        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f  # v4.6.0
        with:
          registry: "ghcr.io"
          username: "${{ github.repository_owner }}"
@@ -110,7 +110,7 @@ jobs:

    steps:
      - name: Login to GHCR
-        uses: docker/login-action@06fb636fac595d6fb4b28a5dfcb21a6f5091859c  # v4.5.0
+        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f  # v4.6.0
        with:
          registry: "ghcr.io"
          username: "${{ github.repository_owner }}"
@@ -144,14 +144,14 @@ jobs:

    steps:
      - name: Login to Docker Hub
-        uses: docker/login-action@06fb636fac595d6fb4b28a5dfcb21a6f5091859c  # v4.5.0
+        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f  # v4.6.0
        with:
          registry: "docker.io"
          username: "${{ secrets.DOCKER_USER }}"
          password: "${{ secrets.DOCKER_TOKEN }}"

      - name: Login to GHCR
-        uses: docker/login-action@06fb636fac595d6fb4b28a5dfcb21a6f5091859c  # v4.5.0
+        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f  # v4.6.0
        with:
          registry: "ghcr.io"
          username: "${{ github.repository_owner }}"
@@ -61,7 +61,7 @@ jobs:

      - if: github.ref_name == 'master'
        name: Release
-        uses: JamesIves/github-pages-deploy-action@d92aa235d04922e8f08b40ce78cc5442fcfbfa2f  # v4.8.0
+        uses: JamesIves/github-pages-deploy-action@fa24774553152dd7873cd16ebd8d959b010c5445  # v4.9.0
        with:
          folder: "dist/docs"
          branch: "gh-pages"
@@ -179,3 +179,4 @@ features or generally made SearXNG better:
 - Tommaso Colella `<https://github.com/gioleppe>`
 - @AgentScrubbles
 - Filip Mikina `<https://github.com/fiffek>`
+- Jason Witty `<https://github.com/jasonwitty>`
@@ -15,22 +15,22 @@
        "swiped-events": "1.2.0"
      },
      "devDependencies": {
-        "@biomejs/biome": "2.5.3",
+        "@biomejs/biome": "2.5.5",
        "@types/node": "^26.1.1",
-        "browserslist": "^4.28.6",
+        "browserslist": "^4.28.7",
        "browserslist-to-esbuild": "^2.1.1",
        "edge.js": "^6.5.1",
-        "less": "^4.6.7",
+        "less": "^4.8.0",
        "mathjs": "^15.2.0",
        "sharp": "~0.35.3",
        "sort-package-json": "^4.0.0",
-        "stylelint": "^17.14.0",
+        "stylelint": "^17.14.1",
        "stylelint-config-standard-less": "^4.1.0",
        "stylelint-prettier": "^5.0.3",
        "svgo": "^4.0.2",
        "typescript": "~7.0.2",
-        "vite": "^8.1.4",
-        "vite-bundle-analyzer": "^1.3.8"
+        "vite": "^8.1.5",
+        "vite-bundle-analyzer": "^1.3.9"
      }
    },
    "node_modules/@babel/code-frame": {
@@ -69,9 +69,9 @@
      }
    },
    "node_modules/@biomejs/biome": {
-      "version": "2.5.3",
-      "resolved": "https://registry.npmjs.org/@biomejs/biome/-/biome-2.5.3.tgz",
-      "integrity": "sha512-MrJswFdei9EfDwwUy2tQrPDpK0AO+RmMFvBoaaJ6ayBc3sUbHdCE+XG5N8vp+5So41ZupZJQm0roHFFhMGVD7A==",
+      "version": "2.5.5",
+      "resolved": "https://registry.npmjs.org/@biomejs/biome/-/biome-2.5.5.tgz",
+      "integrity": "sha512-r1S8nFsAG1MY+vJFZALzIvwXAJv6ejDQ0mxP21Tgr9YK3ZFtjrvbBwDdNhx1rUqvccEIeNg20cYCNzl6Cr69pQ==",
      "dev": true,
      "license": "MIT OR Apache-2.0",
      "bin": {
@@ -85,20 +85,20 @@
        "url": "https://opencollective.com/biome"
      },
      "optionalDependencies": {
-        "@biomejs/cli-darwin-arm64": "2.5.3",
-        "@biomejs/cli-darwin-x64": "2.5.3",
-        "@biomejs/cli-linux-arm64": "2.5.3",
-        "@biomejs/cli-linux-arm64-musl": "2.5.3",
-        "@biomejs/cli-linux-x64": "2.5.3",
-        "@biomejs/cli-linux-x64-musl": "2.5.3",
-        "@biomejs/cli-win32-arm64": "2.5.3",
-        "@biomejs/cli-win32-x64": "2.5.3"
+        "@biomejs/cli-darwin-arm64": "2.5.5",
+        "@biomejs/cli-darwin-x64": "2.5.5",
+        "@biomejs/cli-linux-arm64": "2.5.5",
+        "@biomejs/cli-linux-arm64-musl": "2.5.5",
+        "@biomejs/cli-linux-x64": "2.5.5",
+        "@biomejs/cli-linux-x64-musl": "2.5.5",
+        "@biomejs/cli-win32-arm64": "2.5.5",
+        "@biomejs/cli-win32-x64": "2.5.5"
      }
    },
    "node_modules/@biomejs/cli-darwin-arm64": {
-      "version": "2.5.3",
-      "resolved": "https://registry.npmjs.org/@biomejs/cli-darwin-arm64/-/cli-darwin-arm64-2.5.3.tgz",
-      "integrity": "sha512-QhYP9muVQ0nUO5zztFuPbEwi4+94sJWVjaZds9aMi1l/KNZBiUjdiSUrGHsTaMGDXrYl+r4AS2sUKfgH3w+V3g==",
+      "version": "2.5.5",
+      "resolved": "https://registry.npmjs.org/@biomejs/cli-darwin-arm64/-/cli-darwin-arm64-2.5.5.tgz",
+      "integrity": "sha512-kUrAhXVWUrwmAUnV2iXSK7umxKFysTwvqK+Ty6ptUcLY/7T3SnCAjUowE4uvwaEej6nXZ7hu/dTtbokKdsPeag==",
      "cpu": [
        "arm64"
      ],
@@ -113,9 +113,9 @@
      }
    },
    "node_modules/@biomejs/cli-darwin-x64": {
-      "version": "2.5.3",
-      "resolved": "https://registry.npmjs.org/@biomejs/cli-darwin-x64/-/cli-darwin-x64-2.5.3.tgz",
-      "integrity": "sha512-NC1Ss13UaW7QZX+y8j44bF7AP0jSJdBl6iRhe0MAkvaSqZy+mWg3GaXsrb+eSoHoGDBtaXWEbMVV0iVN2cZ7cQ==",
+      "version": "2.5.5",
+      "resolved": "https://registry.npmjs.org/@biomejs/cli-darwin-x64/-/cli-darwin-x64-2.5.5.tgz",
+      "integrity": "sha512-DamiYc5bUYZ2uxlfc+RLEPtz1Abb6PO5eTbOkufLpSGwd/7AMQAdxhFYiXmwwkJL8IsT8S7GvdgwDHqaMFAvKw==",
      "cpu": [
        "x64"
      ],
@@ -130,9 +130,9 @@
      }
    },
    "node_modules/@biomejs/cli-linux-arm64": {
-      "version": "2.5.3",
-      "resolved": "https://registry.npmjs.org/@biomejs/cli-linux-arm64/-/cli-linux-arm64-2.5.3.tgz",
-      "integrity": "sha512-ksx1KWeyYW18ILL04msF/J4ZBtBDN33znYK8Z/aNv/vlBVxL9/g3mGP+omgHJKy4+KWbK87vcmmpmurfNjSgiA==",
+      "version": "2.5.5",
+      "resolved": "https://registry.npmjs.org/@biomejs/cli-linux-arm64/-/cli-linux-arm64-2.5.5.tgz",
+      "integrity": "sha512-lRKF/pH/1RiYiBKExi3TCZVAtvzEm77aifrvcNiDFrR9WxeAnDUjDnseb6y2XV85mjitLs6SILGm2XG77cHtSQ==",
      "cpu": [
        "arm64"
      ],
@@ -150,9 +150,9 @@
      }
    },
    "node_modules/@biomejs/cli-linux-arm64-musl": {
-      "version": "2.5.3",
-      "resolved": "https://registry.npmjs.org/@biomejs/cli-linux-arm64-musl/-/cli-linux-arm64-musl-2.5.3.tgz",
-      "integrity": "sha512-fccix0w6xp6csCXgxeC0dU/3ecgRQal0y+cv2SP9ajNlhe7Yrk2Ug7UDe2j9AT9ZDYitkXpvUKgZjjuoYeP4Vg==",
+      "version": "2.5.5",
+      "resolved": "https://registry.npmjs.org/@biomejs/cli-linux-arm64-musl/-/cli-linux-arm64-musl-2.5.5.tgz",
+      "integrity": "sha512-U4WMl/sy/E/Q73vf15VspakLRRs2LDFcCeBxJnQfXzssb88zpV6PJPaQ3ezhQ7H6Ht2/8bvuZeHgJWzmoxllZg==",
      "cpu": [
        "arm64"
      ],
@@ -170,9 +170,9 @@
      }
    },
    "node_modules/@biomejs/cli-linux-x64": {
-      "version": "2.5.3",
-      "resolved": "https://registry.npmjs.org/@biomejs/cli-linux-x64/-/cli-linux-x64-2.5.3.tgz",
-      "integrity": "sha512-yMkJtilsgvILDcVkh187aVLTb64xYsrxYajx5kym+r1ULkO5HUOfu9AYKLGQbOVLwJtT2utNw7hhFNg+17mUYA==",
+      "version": "2.5.5",
+      "resolved": "https://registry.npmjs.org/@biomejs/cli-linux-x64/-/cli-linux-x64-2.5.5.tgz",
+      "integrity": "sha512-H/O39nJEw/2Zm/fm7hrmxxoF8kK/aU1uCoPp70ruXVbomaAdLpJJnCmL11Q2JotT8QVHH06So04Oq53lCSwSwQ==",
      "cpu": [
        "x64"
      ],
@@ -190,9 +190,9 @@
      }
    },
    "node_modules/@biomejs/cli-linux-x64-musl": {
-      "version": "2.5.3",
-      "resolved": "https://registry.npmjs.org/@biomejs/cli-linux-x64-musl/-/cli-linux-x64-musl-2.5.3.tgz",
-      "integrity": "sha512-O/yU9YKRUiHhmcjF2f38PSjseVk3G4VLWYc0G2HWpzdBVREV6G8IGWIVEFf7MFPfWIzNUIvPsEjeAZQIOgnLcQ==",
+      "version": "2.5.5",
+      "resolved": "https://registry.npmjs.org/@biomejs/cli-linux-x64-musl/-/cli-linux-x64-musl-2.5.5.tgz",
+      "integrity": "sha512-m7wC7tjX5Lrmo69dc4md8FeKpPU1NTCY1v7xUoQQ2vadWwNnBS0KZOG8471otFPHrTHihQJAjQPgMObpLvDe6A==",
      "cpu": [
        "x64"
      ],
@@ -210,9 +210,9 @@
      }
    },
    "node_modules/@biomejs/cli-win32-arm64": {
-      "version": "2.5.3",
-      "resolved": "https://registry.npmjs.org/@biomejs/cli-win32-arm64/-/cli-win32-arm64-2.5.3.tgz",
-      "integrity": "sha512-cX5z+GYwRcqEok0AH3KSfQGgqYd0Nomfp6Fbe1uiTtELE38hdH2k842wQ9wLNaF/JJ7r4rjJQ4VR+ce+fRmQbw==",
+      "version": "2.5.5",
+      "resolved": "https://registry.npmjs.org/@biomejs/cli-win32-arm64/-/cli-win32-arm64-2.5.5.tgz",
+      "integrity": "sha512-7BryINPuYypLUAH3o/o5ZdgomJ4zn3EDR0ChZJst7n32S6ZhKbgHXuYydLu+YAnx59ehGFR0z/MG6qnzQi3Yyw==",
      "cpu": [
        "arm64"
      ],
@@ -227,9 +227,9 @@
      }
    },
    "node_modules/@biomejs/cli-win32-x64": {
-      "version": "2.5.3",
-      "resolved": "https://registry.npmjs.org/@biomejs/cli-win32-x64/-/cli-win32-x64-2.5.3.tgz",
-      "integrity": "sha512-ExSaJWi4/u6+GXCszlSKpWSjKNbDseAYqqkCznsCsZ/4uidZ/BEqsCc5/3ctlq6dfIubdIIRSVLC/PG9xPl70Q==",
+      "version": "2.5.5",
+      "resolved": "https://registry.npmjs.org/@biomejs/cli-win32-x64/-/cli-win32-x64-2.5.5.tgz",
+      "integrity": "sha512-bIBFo+n6MIxdNcVFy5CrurbKiZQiUciK3bt8+O9I4wjFZNTfXLpi+giq47522eXqW5NBc9ulx7dR1SlZKi2J5g==",
      "cpu": [
        "x64"
      ],
@@ -244,22 +244,22 @@
      }
    },
    "node_modules/@cacheable/memory": {
-      "version": "2.0.9",
-      "resolved": "https://registry.npmjs.org/@cacheable/memory/-/memory-2.0.9.tgz",
-      "integrity": "sha512-HdMx6DoGywB30vacDbBsITbIX4pgFqj1zsrV58jZBUw3klzkNoXhj7qOqAgledhxG7YZI5rBSJg7Zp8/VG0DuA==",
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@cacheable/memory/-/memory-2.2.0.tgz",
+      "integrity": "sha512-CTLKqLItRCEixEAewD3/j9DB3/o96gpTPD4eJ1v+DGOlxZRZncRQkGYqqnAGCscYd6RNeXfGeiuCphsPtqyIfQ==",
      "dev": true,
      "license": "MIT",
      "dependencies": {
-        "@cacheable/utils": "^2.4.1",
+        "@cacheable/utils": "^2.5.0",
        "@keyv/bigmap": "^1.3.1",
        "hookified": "^1.15.1",
        "keyv": "^5.6.0"
      }
    },
    "node_modules/@cacheable/utils": {
-      "version": "2.4.1",
-      "resolved": "https://registry.npmjs.org/@cacheable/utils/-/utils-2.4.1.tgz",
-      "integrity": "sha512-eiFgzCbIneyMlLOmNG4g9xzF7Hv3Mga4LjxjcSC/ues6VYq2+gUbQI8JqNuw/ZM8tJIeIaBGpswAsqV2V7ApgA==",
+      "version": "2.5.0",
+      "resolved": "https://registry.npmjs.org/@cacheable/utils/-/utils-2.5.0.tgz",
+      "integrity": "sha512-buipgOVDkkPXNR5+xBpDw7Zk2n1EvU7qBJCNUcL7rhQ//kfpOXPAvQ511Os0vpLYJ1pZnvudNytkQt2hst3wqA==",
      "dev": true,
      "license": "MIT",
      "dependencies": {
@@ -315,9 +315,9 @@
      }
    },
    "node_modules/@csstools/css-syntax-patches-for-csstree": {
-      "version": "1.1.5",
-      "resolved": "https://registry.npmjs.org/@csstools/css-syntax-patches-for-csstree/-/css-syntax-patches-for-csstree-1.1.5.tgz",
-      "integrity": "sha512-oNjBvzLq2GPZtJphCjLqXow/cHySHSgtxvKZb7OqSZ/xHgw6NWNhfad+6AB9cLeVm6eA9d/qMll3JdEHjy6M+A==",
+      "version": "1.1.7",
+      "resolved": "https://registry.npmjs.org/@csstools/css-syntax-patches-for-csstree/-/css-syntax-patches-for-csstree-1.1.7.tgz",
+      "integrity": "sha512-fQ+05118eQS1cofO3aJpB5efgpBZMvIzwr/sbC8kDLVA5XLG8q1kJV5yzrUAI1f7lvhPnm8fgIjzFB8/O/5Dig==",
      "dev": true,
      "funding": [
        {
@@ -1131,9 +1131,9 @@
      }
    },
    "node_modules/@oxc-project/types": {
-      "version": "0.138.0",
-      "resolved": "https://registry.npmjs.org/@oxc-project/types/-/types-0.138.0.tgz",
-      "integrity": "sha512-1a7ZKmrRTCoN1XMZ4L0PyyqrMnrNlLyPuOkdSX2MZg7IiIGRUyurNhAm73ptDOraoBcIordsIGKNPKUzy3ZmfA==",
+      "version": "0.139.0",
+      "resolved": "https://registry.npmjs.org/@oxc-project/types/-/types-0.139.0.tgz",
+      "integrity": "sha512-r9gHphtCs+1M7J0pw6Sn/hh/Wpa/iQrOOkrNAlVLF/gHq+/CJmHIWKKUUhdWjcD6CIa8idarspCsASiXCXvFUw==",
      "dev": true,
      "license": "MIT",
      "funding": {
@@ -1215,9 +1215,9 @@
      }
    },
    "node_modules/@rolldown/binding-android-arm64": {
-      "version": "1.1.4",
-      "resolved": "https://registry.npmjs.org/@rolldown/binding-android-arm64/-/binding-android-arm64-1.1.4.tgz",
-      "integrity": "sha512-EZLpf/8y7GXkkra90ML47kzik/GMP3EMcE9bPyHmRfxLC6z9+aW5A8poCsoxjrT5GfEcNAAvWwUHjvP1pUQkfw==",
+      "version": "1.1.5",
+      "resolved": "https://registry.npmjs.org/@rolldown/binding-android-arm64/-/binding-android-arm64-1.1.5.tgz",
+      "integrity": "sha512-lZg8fqIv2v7FF237bwMgzGZEJvGL79/s5knJ/i6FmsGF4XXlzccZ4jb+TrFIxtSSxFtIpdsgrPZeMk1I9AFcyQ==",
      "cpu": [
        "arm64"
      ],
@@ -1232,9 +1232,9 @@
      }
    },
    "node_modules/@rolldown/binding-darwin-arm64": {
-      "version": "1.1.4",
-      "resolved": "https://registry.npmjs.org/@rolldown/binding-darwin-arm64/-/binding-darwin-arm64-1.1.4.tgz",
-      "integrity": "sha512-aUi+HBvmYb7j8krl1+qJgkG8C17fO79gk3c+jPw4S8glRFc1DTija9S3EyaTSQUm5GJXYKDAsugBEhFHH2vYiQ==",
+      "version": "1.1.5",
+      "resolved": "https://registry.npmjs.org/@rolldown/binding-darwin-arm64/-/binding-darwin-arm64-1.1.5.tgz",
+      "integrity": "sha512-51Bnx9pNiMRKSUNtBfySkNJ9vMU9Hh3I1ozDd6gyPPYzaXCfnptUcEZxXGYFn+ul2dtcMUiqGR1Yai2K10uoTw==",
      "cpu": [
        "arm64"
      ],
@@ -1249,9 +1249,9 @@
      }
    },
    "node_modules/@rolldown/binding-darwin-x64": {
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      "resolved": "https://registry.npmjs.org/import-fresh/-/import-fresh-3.3.1.tgz",
@@ -3318,9 +3304,9 @@
      "license": "Apache-2.0"
    },
    "node_modules/less": {
-      "version": "4.6.7",
-      "resolved": "https://registry.npmjs.org/less/-/less-4.6.7.tgz",
-      "integrity": "sha512-o3UxHBPPVY1HtCXx15/z1NlknQiWyafRNbtLEv+6xFaDRI2g2xPKIH43do9dSwt8bGLTsjNSaifa48N3d6odsQ==",
+      "version": "4.8.0",
+      "resolved": "https://registry.npmjs.org/less/-/less-4.8.0.tgz",
+      "integrity": "sha512-7Y7DJBMbsW29UGjOG6NGvxQEx71AaDcrryBwYCMaFwn0kj8FkSueKN9r9WexVOetKEhXh38kL++WJncfkEpS+g==",
      "dev": true,
      "license": "Apache-2.0",
      "dependencies": {
@@ -3336,10 +3322,10 @@
      "optionalDependencies": {
        "errno": "^0.1.1",
        "graceful-fs": "^4.1.2",
-        "image-size": "~0.5.0",
        "make-dir": "^5.1.0",
        "mime": "^1.4.1",
        "needle": "^3.1.0",
+        "probe-image-size": "^7.2.3",
        "source-map": "~0.6.0"
      }
    },
@@ -3611,6 +3597,14 @@
      "dev": true,
      "license": "MIT"
    },
+    "node_modules/lodash.merge": {
+      "version": "4.6.2",
+      "resolved": "https://registry.npmjs.org/lodash.merge/-/lodash.merge-4.6.2.tgz",
+      "integrity": "sha512-0KpjqXRVvrYyCsX1swR/XTK0va6VQkQM6MNo7PqW77ByjAhoARA8EfrP1N4+KlKj8YS0ZUCtRT/YUuhyYDujIQ==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true
+    },
    "node_modules/lodash.truncate": {
      "version": "4.4.2",
      "resolved": "https://registry.npmjs.org/lodash.truncate/-/lodash.truncate-4.4.2.tgz",
@@ -3733,9 +3727,9 @@
      "license": "MIT"
    },
    "node_modules/nanoid": {
-      "version": "3.3.12",
-      "resolved": "https://registry.npmjs.org/nanoid/-/nanoid-3.3.12.tgz",
-      "integrity": "sha512-ZB9RH/39qpq5Vu6Y+NmUaFhQR6pp+M2Xt76XBnEwDaGcVAqhlvxrl3B2bKS5D3NH3QR76v3aSrKaF/Kiy7lEtQ==",
+      "version": "3.3.16",
+      "resolved": "https://registry.npmjs.org/nanoid/-/nanoid-3.3.16.tgz",
+      "integrity": "sha512-bzlKTyNJ7+LdGIIwy8ijFpIqEQIvafahV7eYykJ8Cvh42EdJeODoJ6gUJXpQJvej1BddH8OqTXZNE/KfbWAu8Q==",
      "dev": true,
      "funding": [
        {
@@ -3932,9 +3926,9 @@
      }
    },
    "node_modules/postcss": {
-      "version": "8.5.16",
-      "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.5.16.tgz",
-      "integrity": "sha512-vuwillviilfKZsg0VGj5R/YwwcHx4SLsIOI/7K6mQkWx+l5cUHTjj5g0AasTBcyXsbfTgrwsUNmVUb5xVwyPwg==",
+      "version": "8.5.22",
+      "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.5.22.tgz",
+      "integrity": "sha512-KBDEIpLrvpv16pp3K0Fw+UCoZfopFjjgeB+0tA/aaThfEE74kKDLrgg603YvOWJyg3+WYtyq3xYsQWsIyZlPqQ==",
      "dev": true,
      "funding": [
        {
@@ -3952,7 +3946,7 @@
      ],
      "license": "MIT",
      "dependencies": {
-        "nanoid": "^3.3.12",
+        "nanoid": "^3.3.16",
        "picocolors": "^1.1.1",
        "source-map-js": "^1.2.1"
      },
@@ -4058,6 +4052,73 @@
        "node": ">=6.0.0"
      }
    },
+    "node_modules/probe-image-size": {
+      "version": "7.3.0",
+      "resolved": "https://registry.npmjs.org/probe-image-size/-/probe-image-size-7.3.0.tgz",
+      "integrity": "sha512-7CaDeBwiAbh6ohXsvLbAZhO7wzsZAmaevfxe39qvCwRh8LyaZfDlBGGLU1CCTgrTLtCOdwBBhjOrIHaIIimHfQ==",
+      "dev": true,
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/puzrin"
+        },
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/nodeca"
+        }
+      ],
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "lodash.merge": "^4.6.2",
+        "needle": "^2.5.2",
+        "stream-parser": "~0.3.1"
+      }
+    },
+    "node_modules/probe-image-size/node_modules/debug": {
+      "version": "3.2.7",
+      "resolved": "https://registry.npmjs.org/debug/-/debug-3.2.7.tgz",
+      "integrity": "sha512-CFjzYYAi4ThfiQvizrFQevTTXHtnCqWfe7x1AhgEscTz6ZbLbfoLRLPugTQyBth6f8ZERVUSyWHFD/7Wu4t1XQ==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "ms": "^2.1.1"
+      }
+    },
+    "node_modules/probe-image-size/node_modules/iconv-lite": {
+      "version": "0.4.24",
+      "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.4.24.tgz",
+      "integrity": "sha512-v3MXnZAcvnywkTUEZomIActle7RXXeedOR31wwl7VlyoXO4Qi9arvSenNQWne1TcRwhCL1HwLI21bEqdpj8/rA==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "safer-buffer": ">= 2.1.2 < 3"
+      },
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/probe-image-size/node_modules/needle": {
+      "version": "2.9.1",
+      "resolved": "https://registry.npmjs.org/needle/-/needle-2.9.1.tgz",
+      "integrity": "sha512-6R9fqJ5Zcmf+uYaFgdIHmLwNldn5HbK8L5ybn7Uz+ylX/rnOsSp1AHcvQSrCaFN+qNM1wpymHqD7mVasEOlHGQ==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "debug": "^3.2.6",
+        "iconv-lite": "^0.4.4",
+        "sax": "^1.2.4"
+      },
+      "bin": {
+        "needle": "bin/needle"
+      },
+      "engines": {
+        "node": ">= 4.4.x"
+      }
+    },
    "node_modules/property-information": {
      "version": "7.1.0",
      "resolved": "https://registry.npmjs.org/property-information/-/property-information-7.1.0.tgz",
@@ -4198,13 +4259,13 @@
      }
    },
    "node_modules/rolldown": {
-      "version": "1.1.4",
-      "resolved": "https://registry.npmjs.org/rolldown/-/rolldown-1.1.4.tgz",
-      "integrity": "sha512-IjZYiLxZwpnhwhdBH2ugdTGVSdhCQUmLxLoqyjiL0JxYjyRst+5a0P3xfrTxJ5F638j4Mvvw5FAX5XE6eHpXbA==",
+      "version": "1.1.5",
+      "resolved": "https://registry.npmjs.org/rolldown/-/rolldown-1.1.5.tgz",
+      "integrity": "sha512-t9z29cJjXf/vxQ8dyhCSpt6H6aSwHTk8cT5I3iy6SMXuFpk5mB6PL6XfC8PCwrPTx93udwKUm9HRteAlTGBLiA==",
      "dev": true,
      "license": "MIT",
      "dependencies": {
-        "@oxc-project/types": "=0.138.0",
+        "@oxc-project/types": "=0.139.0",
        "@rolldown/pluginutils": "^1.0.0"
      },
      "bin": {
@@ -4214,21 +4275,21 @@
        "node": "^20.19.0 || >=22.12.0"
      },
      "optionalDependencies": {
-        "@rolldown/binding-android-arm64": "1.1.4",
-        "@rolldown/binding-darwin-arm64": "1.1.4",
-        "@rolldown/binding-darwin-x64": "1.1.4",
-        "@rolldown/binding-freebsd-x64": "1.1.4",
-        "@rolldown/binding-linux-arm-gnueabihf": "1.1.4",
-        "@rolldown/binding-linux-arm64-gnu": "1.1.4",
-        "@rolldown/binding-linux-arm64-musl": "1.1.4",
-        "@rolldown/binding-linux-ppc64-gnu": "1.1.4",
-        "@rolldown/binding-linux-s390x-gnu": "1.1.4",
-        "@rolldown/binding-linux-x64-gnu": "1.1.4",
-        "@rolldown/binding-linux-x64-musl": "1.1.4",
-        "@rolldown/binding-openharmony-arm64": "1.1.4",
-        "@rolldown/binding-wasm32-wasi": "1.1.4",
-        "@rolldown/binding-win32-arm64-msvc": "1.1.4",
-        "@rolldown/binding-win32-x64-msvc": "1.1.4"
+        "@rolldown/binding-android-arm64": "1.1.5",
+        "@rolldown/binding-darwin-arm64": "1.1.5",
+        "@rolldown/binding-darwin-x64": "1.1.5",
+        "@rolldown/binding-freebsd-x64": "1.1.5",
+        "@rolldown/binding-linux-arm-gnueabihf": "1.1.5",
+        "@rolldown/binding-linux-arm64-gnu": "1.1.5",
+        "@rolldown/binding-linux-arm64-musl": "1.1.5",
+        "@rolldown/binding-linux-ppc64-gnu": "1.1.5",
+        "@rolldown/binding-linux-s390x-gnu": "1.1.5",
+        "@rolldown/binding-linux-x64-gnu": "1.1.5",
+        "@rolldown/binding-linux-x64-musl": "1.1.5",
+        "@rolldown/binding-openharmony-arm64": "1.1.5",
+        "@rolldown/binding-wasm32-wasi": "1.1.5",
+        "@rolldown/binding-win32-arm64-msvc": "1.1.5",
+        "@rolldown/binding-win32-x64-msvc": "1.1.5"
      }
    },
    "node_modules/run-parallel": {
@@ -4447,6 +4508,36 @@
        "node": ">=0.10.0"
      }
    },
+    "node_modules/stream-parser": {
+      "version": "0.3.1",
+      "resolved": "https://registry.npmjs.org/stream-parser/-/stream-parser-0.3.1.tgz",
+      "integrity": "sha512-bJ/HgKq41nlKvlhccD5kaCr/P+Hu0wPNKPJOH7en+YrJu/9EgqUF+88w5Jb6KNcjOFMhfX4B2asfeAtIGuHObQ==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "debug": "2"
+      }
+    },
+    "node_modules/stream-parser/node_modules/debug": {
+      "version": "2.6.9",
+      "resolved": "https://registry.npmjs.org/debug/-/debug-2.6.9.tgz",
+      "integrity": "sha512-bC7ElrdJaJnPbAP+1EotYvqZsb3ecl5wi6Bfi6BJTUcNowp6cvspg0jXznRTKDjm/E7AdgFBVeAPVMNcKGsHMA==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "ms": "2.0.0"
+      }
+    },
+    "node_modules/stream-parser/node_modules/ms": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/ms/-/ms-2.0.0.tgz",
+      "integrity": "sha512-Tpp60P6IUJDTuOq/5Z8cdskzJujfwqfOTkrwIwj7IRISpnkJnT6SyJ4PCPnGMoFjC9ddhal5KVIYtAt97ix05A==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true
+    },
    "node_modules/string-width": {
      "version": "8.2.1",
      "resolved": "https://registry.npmjs.org/string-width/-/string-width-8.2.1.tgz",
@@ -4497,9 +4588,9 @@
      }
    },
    "node_modules/stylelint": {
-      "version": "17.14.0",
-      "resolved": "https://registry.npmjs.org/stylelint/-/stylelint-17.14.0.tgz",
-      "integrity": "sha512-8xkHPpdqYryeIsOgfsYTmr6cIeC4nLYWk5S8BPxpodq8mIuepggkMljsHewWfuAjj/+qpRKou2QerhjMH3iasg==",
+      "version": "17.14.1",
+      "resolved": "https://registry.npmjs.org/stylelint/-/stylelint-17.14.1.tgz",
+      "integrity": "sha512-xVQwyiuxALUBNB2fBe0tmNemg9KqLtdj3T64mioFDar79B2cU8LIyz+3KL6LdiHs9NkeNfwxpKSaIVOY8f112g==",
      "dev": true,
      "funding": [
        {
@@ -4515,7 +4606,7 @@
      "dependencies": {
        "@csstools/css-calc": "^3.2.1",
        "@csstools/css-parser-algorithms": "^4.0.0",
-        "@csstools/css-syntax-patches-for-csstree": "^1.1.5",
+        "@csstools/css-syntax-patches-for-csstree": "^1.1.6",
        "@csstools/css-tokenizer": "^4.0.0",
        "@csstools/media-query-list-parser": "^5.0.0",
        "@csstools/selector-resolve-nested": "^4.0.0",
@@ -4527,9 +4618,9 @@
        "debug": "^4.4.3",
        "fast-glob": "^3.3.3",
        "fastest-levenshtein": "^1.0.16",
-        "file-entry-cache": "^11.1.3",
+        "file-entry-cache": "^11.1.5",
        "global-modules": "^2.0.0",
-        "globby": "^16.2.0",
+        "globby": "^16.2.1",
        "globjoin": "^0.1.4",
        "html-tags": "^5.1.0",
        "ignore": "^7.0.5",
@@ -4539,12 +4630,12 @@
        "micromatch": "^4.0.8",
        "normalize-path": "^3.0.0",
        "picocolors": "^1.1.1",
-        "postcss": "^8.5.15",
+        "postcss": "^8.5.16",
        "postcss-safe-parser": "^7.0.1",
        "postcss-selector-parser": "^7.1.4",
        "postcss-value-parser": "^4.2.0",
        "string-width": "^8.2.1",
-        "supports-hyperlinks": "^4.4.0",
+        "supports-hyperlinks": "^4.5.0",
        "svg-tags": "^1.0.0",
        "table": "^6.9.0",
        "write-file-atomic": "^7.0.1"
@@ -4705,9 +4796,9 @@
      }
    },
    "node_modules/supports-hyperlinks": {
-      "version": "4.4.0",
-      "resolved": "https://registry.npmjs.org/supports-hyperlinks/-/supports-hyperlinks-4.4.0.tgz",
-      "integrity": "sha512-UKbpT93hN5Nr9go5UY7bopIB9YQlMz9nm/ct4IXt/irb5YRkn9WaqrOBJGZ5Pwvsd5FQzSVeYlGdXoCAPQZrPg==",
+      "version": "4.5.0",
+      "resolved": "https://registry.npmjs.org/supports-hyperlinks/-/supports-hyperlinks-4.5.0.tgz",
+      "integrity": "sha512-ZW2OvfeCXrNTbLakPUzjQG922EeGCOteFSVoek5DKStTh898wf7zgtuFlzQN8HfZCxC3Eh02yJVrRW51hADf+w==",
      "dev": true,
      "license": "MIT",
      "dependencies": {
@@ -5003,16 +5094,16 @@
      "license": "MIT"
    },
    "node_modules/vite": {
-      "version": "8.1.4",
-      "resolved": "https://registry.npmjs.org/vite/-/vite-8.1.4.tgz",
-      "integrity": "sha512-bTT9PsdWO+MQMNG9ZXIP/qM9wGh37DFxTV/sPq9cFpHr3w4jkgef032PkAL9jAqhk3Nz8NQw3O8n6/xFkqO4QQ==",
+      "version": "8.1.5",
+      "resolved": "https://registry.npmjs.org/vite/-/vite-8.1.5.tgz",
+      "integrity": "sha512-7ULLwsCdYx/nRyrpiEwvqb5TFHrMVZyBt+rg/OAXT7rgj/z+DtTDyKFeLAdDkubDVDKD8jOsndmy7m55XcfUsw==",
      "dev": true,
      "license": "MIT",
      "dependencies": {
        "lightningcss": "^1.32.0",
        "picomatch": "^4.0.5",
-        "postcss": "^8.5.16",
-        "rolldown": "~1.1.4",
+        "postcss": "^8.5.17",
+        "rolldown": "~1.1.5",
        "tinyglobby": "^0.2.17"
      },
      "bin": {
@@ -5081,9 +5172,9 @@
      }
    },
    "node_modules/vite-bundle-analyzer": {
-      "version": "1.3.8",
-      "resolved": "https://registry.npmjs.org/vite-bundle-analyzer/-/vite-bundle-analyzer-1.3.8.tgz",
-      "integrity": "sha512-IIk7WPhoYs7pyo75jwI+dFt7yykgjK7NY+dqnJtiZnyqP2k6NgPb3TY80FLFjtgnfk/o+OjI18+anKyeviCbRA==",
+      "version": "1.3.9",
+      "resolved": "https://registry.npmjs.org/vite-bundle-analyzer/-/vite-bundle-analyzer-1.3.9.tgz",
+      "integrity": "sha512-hhy975B+ToseJaSJp3mURHriZUrMgaM2qx0BkP62kN6Yp46rw7EE3dl8ExFWYdn00OIwe7GbsA5PknvstNWG4Q==",
      "dev": true,
      "license": "MIT",
      "bin": {
@@ -29,21 +29,21 @@
    "swiped-events": "1.2.0"
  },
  "devDependencies": {
-    "@biomejs/biome": "2.5.3",
+    "@biomejs/biome": "2.5.5",
    "@types/node": "^26.1.1",
-    "browserslist": "^4.28.6",
+    "browserslist": "^4.28.7",
    "browserslist-to-esbuild": "^2.1.1",
    "edge.js": "^6.5.1",
-    "less": "^4.6.7",
+    "less": "^4.8.0",
    "mathjs": "^15.2.0",
    "sharp": "~0.35.3",
    "sort-package-json": "^4.0.0",
-    "stylelint": "^17.14.0",
+    "stylelint": "^17.14.1",
    "stylelint-config-standard-less": "^4.1.0",
    "stylelint-prettier": "^5.0.3",
    "svgo": "^4.0.2",
    "typescript": "~7.0.2",
-    "vite": "^8.1.4",
-    "vite-bundle-analyzer": "^1.3.8"
+    "vite": "^8.1.5",
+    "vite-bundle-analyzer": "^1.3.9"
  }
 }
@@ -5,13 +5,7 @@ import { assertElement } from "../util/assertElement.ts";

 const fetchResults = async (qInput: HTMLInputElement, query: string): Promise<void> => {
  try {
-    let res: Response;
-
-    if (settings.method === "GET") {
-      res = await http("GET", `./autocompleter?q=${query}`);
-    } else {
-      res = await http("POST", "./autocompleter", { body: new URLSearchParams({ q: query }) });
-    }
+    const res = await http("GET", `./autocompleter?q=${query}`);

    const results = await res.json();

@@ -0,0 +1,223 @@
+// SPDX-License-Identifier: AGPL-3.0-or-later
+
+import { Plugin } from "../Plugin.ts";
+import { settings } from "../toolkit.ts";
+import { assertElement } from "../util/assertElement.ts";
+
+type Message = { role: "user" | "assistant"; content: string };
+type ContextItem = { title: string; url: string; snippet: string };
+type StreamLine = { delta?: string; done?: boolean; model?: string; error?: string };
+
+// keep in sync with the server side defaults (searx/ai_summary.py)
+const MAX_CONTEXT_ITEMS = 5;
+const MAX_HISTORY_MESSAGES = 12;
+const MAX_TITLE_LENGTH = 300;
+const MAX_SNIPPET_LENGTH = 1000;
+
+/**
+ * Fills the AI summary placeholder (rendered by the ai_summary plugin of the
+ * server) by streaming an answer from the /ai_summary endpoint, with an
+ * expand button and a follow-up question chat.
+ */
+export default class AiSummary extends Plugin {
+  private readonly messages: Message[] = [];
+  private context: ContextItem[] = [];
+  private controller: AbortController | undefined;
+
+  public constructor() {
+    super("ai_summary");
+  }
+
+  protected async run(): Promise<void> {
+    const box = document.getElementById("ai_summary");
+    if (!box) return;
+
+    try {
+      const { query } = box.dataset;
+      if (!query) return;
+
+      if (box.dataset.grounding === "1") {
+        this.context = AiSummary.collectContext();
+      }
+
+      this.wireControls(box);
+
+      this.messages.push({ role: "user", content: query });
+      await this.exchange(box);
+    } catch (error) {
+      // never fail silently, always leave a message in the summary box
+      AiSummary.showError(box, error);
+    }
+  }
+
+  protected async post(): Promise<void> {
+    // noop
+  }
+
+  /**
+   * Scrape the top search results from the DOM as grounding context.
+   */
+  private static collectContext(): ContextItem[] {
+    const items: ContextItem[] = [];
+    for (const article of document.querySelectorAll<HTMLElement>("#urls article.result")) {
+      if (items.length >= MAX_CONTEXT_ITEMS) break;
+
+      const link = article.querySelector<HTMLAnchorElement>("h3 a");
+      if (!link) continue;
+
+      items.push({
+        title: (link.textContent ?? "").trim().slice(0, MAX_TITLE_LENGTH),
+        url: link.href,
+        snippet: (article.querySelector(".content")?.textContent ?? "").trim().slice(0, MAX_SNIPPET_LENGTH)
+      });
+    }
+    return items;
+  }
+
+  private wireControls(box: HTMLElement): void {
+    const body = box.querySelector<HTMLElement>(".ai-summary-body");
+    const moreButton = box.querySelector<HTMLElement>(".ai-summary-more");
+    const followupForm = box.querySelector<HTMLFormElement>(".ai-summary-followup");
+    assertElement(body);
+    assertElement(moreButton);
+    assertElement(followupForm);
+
+    moreButton.addEventListener("click", () => {
+      const collapsed = body.classList.toggle("collapsed");
+      moreButton.textContent = collapsed
+        ? (moreButton.dataset.btnTextCollapsed ?? "")
+        : (moreButton.dataset.btnTextNotCollapsed ?? "");
+      followupForm.classList.toggle("invisible", collapsed);
+    });
+
+    followupForm.addEventListener("submit", (event: Event) => {
+      event.preventDefault();
+
+      const input = followupForm.querySelector<HTMLInputElement>("input");
+      assertElement(input);
+
+      const question = input.value.trim();
+      if (!question || this.controller) return;
+
+      input.value = "";
+      this.messages.push({ role: "user", content: question });
+      // the server rejects too long histories, drop the oldest messages
+      this.messages.splice(0, this.messages.length - (MAX_HISTORY_MESSAGES - 1));
+
+      const questionElement = Object.assign(document.createElement("p"), {
+        textContent: question,
+        className: "ai-summary-question"
+      });
+      box.querySelector(".ai-summary-answers")?.append(questionElement);
+
+      void this.exchange(box);
+    });
+  }
+
+  /**
+   * Send the message history to /ai_summary and stream the answer into a new
+   * block in the answer area.
+   */
+  private async exchange(box: HTMLElement): Promise<void> {
+    const answers = box.querySelector<HTMLElement>(".ai-summary-answers");
+    assertElement(answers);
+
+    const block = Object.assign(document.createElement("p"), {
+      className: "ai-summary-content typing"
+    });
+    answers.append(block);
+
+    const controller = new AbortController();
+    this.controller = controller;
+
+    let text = "";
+    const handleLine = (line: string): void => {
+      if (!line.trim()) return;
+
+      const data = JSON.parse(line) as StreamLine;
+      if (data.error) {
+        throw new Error(data.error);
+      }
+      if (data.delta) {
+        text += data.delta;
+        block.textContent = text;
+        this.updateMoreButton(box);
+      }
+      if (data.done && data.model) {
+        const modelElement = box.querySelector<HTMLElement>(".ai-summary-model");
+        if (modelElement) modelElement.textContent = data.model;
+      }
+    };
+
+    try {
+      const res = await fetch("./ai_summary", {
+        method: "POST",
+        headers: { "Content-Type": "application/json" },
+        body: JSON.stringify({ messages: this.messages, context: this.context }),
+        signal: controller.signal
+      });
+      if (!res.ok) {
+        // the status is shown to the user: it is often the only thing
+        // available to diagnose a failure on a device without dev tools
+        throw new Error(`HTTP ${res.status}`);
+      }
+
+      if (res.body) {
+        const reader = res.body.getReader();
+        const decoder = new TextDecoder();
+        let buffer = "";
+
+        for (;;) {
+          // biome-ignore lint/performance/noAwaitInLoops: chunks of a stream are read sequentially
+          const { done, value } = await reader.read();
+          if (done) break;
+
+          buffer += decoder.decode(value, { stream: true });
+          const lines = buffer.split("\n");
+          buffer = lines.pop() ?? "";
+          for (const line of lines) handleLine(line);
+        }
+        handleLine(buffer);
+      } else {
+        // some webviews (e.g. Brave iOS) wrap fetch and don't expose a
+        // streaming body: no typing effect, render the answer in one go
+        const body = await res.text();
+        for (const line of body.split("\n")) handleLine(line);
+      }
+      this.messages.push({ role: "assistant", content: text });
+    } catch (error) {
+      AiSummary.showError(box, error);
+    } finally {
+      block.classList.remove("typing");
+      this.controller = undefined;
+      this.updateMoreButton(box);
+    }
+  }
+
+  private static showError(box: HTMLElement, error: unknown): void {
+    console.error("Error loading AI summary:", error);
+
+    const message = settings.translations?.error_loading_ai_summary ?? "Error loading the AI summary";
+    const reason = error instanceof Error && error.message ? ` (${error.message})` : "";
+
+    const errorElement = Object.assign(document.createElement("div"), {
+      textContent: `${message}${reason}`,
+      className: "dialog-error"
+    });
+    errorElement.setAttribute("role", "alert");
+    (box.querySelector<HTMLElement>(".ai-summary-answers") ?? box).append(errorElement);
+  }
+
+  /**
+   * Show the expand button as soon as the (collapsed) body overflows.
+   */
+  private updateMoreButton(box: HTMLElement): void {
+    const body = box.querySelector<HTMLElement>(".ai-summary-body");
+    const moreButton = box.querySelector<HTMLElement>(".ai-summary-more");
+    if (!(body && moreButton)) return;
+
+    if (!body.classList.contains("collapsed") || body.scrollHeight > body.clientHeight + 4) {
+      moreButton.classList.remove("invisible");
+    }
+  }
+}
@@ -34,6 +34,13 @@ ready(() => {
      where: [Endpoints.results]
    });
  }
+
+  if (settings.plugins?.includes("ai_summary")) {
+    load(() => import("./plugin/AiSummary.ts").then(({ default: Plugin }) => new Plugin()), {
+      on: "endpoint",
+      where: [Endpoints.results]
+    });
+  }
 });

 ready(
@@ -0,0 +1,90 @@
+// SPDX-License-Identifier: AGPL-3.0-or-later
+
+@keyframes ai-summary-caret {
+  50% {
+    opacity: 0;
+  }
+}
+
+.ai-summary {
+  display: flex;
+  flex-direction: column;
+  gap: 0.5rem;
+
+  .ai-summary-header {
+    display: flex;
+    align-items: baseline;
+    gap: 0.5rem;
+
+    .ai-summary-title {
+      font-size: 0.9em;
+      font-weight: bold;
+      text-transform: uppercase;
+      letter-spacing: 0.05em;
+    }
+
+    .ai-summary-model {
+      font-size: 0.8em;
+      opacity: 0.7;
+    }
+  }
+
+  .ai-summary-body.collapsed {
+    max-height: 8em;
+    overflow: hidden;
+    mask-image: linear-gradient(to bottom, #000 60%, transparent 100%);
+  }
+
+  .ai-summary-answers {
+    display: flex;
+    flex-direction: column;
+    gap: 0.5rem;
+  }
+
+  .ai-summary-content {
+    margin: 0;
+    white-space: pre-line;
+    overflow-wrap: anywhere;
+
+    &.typing::after {
+      content: "▍";
+      animation: ai-summary-caret 1s step-end infinite;
+    }
+  }
+
+  .ai-summary-question {
+    margin: 0;
+    font-weight: bold;
+  }
+
+  .ai-summary-more {
+    align-self: center;
+    border: none;
+    .show-content-button();
+  }
+
+  .ai-summary-followup {
+    display: flex;
+    gap: 0.5rem;
+
+    input {
+      flex: 1;
+      padding: 5px 10px;
+      border: 1px solid var(--color-sidebar-border);
+      background: var(--color-answer-background);
+      color: var(--color-answer-font);
+      .rounded-corners-tiny;
+    }
+
+    button {
+      border: none;
+      .show-content-button();
+    }
+  }
+
+  .ai-summary-disclaimer {
+    margin: 0;
+    font-size: 0.8em;
+    opacity: 0.7;
+  }
+}
@@ -35,7 +35,8 @@ table {
    width: 300px;
  }

-  input[type="text"] {
+  input[type="text"],
+  input[type="password"] {
    width: 13.25rem;
    color: var(--color-toolkit-input-text-font);
    border: none;
@@ -65,7 +66,8 @@ table {
    width: 15em;

    select,
-    input[type="text"] {
+    input[type="text"],
+    input[type="password"] {
      font-size: inherit !important;
      margin-top: 0;
      .ltr-margin-right(1rem);
@@ -13,6 +13,7 @@
@import "stats.less";
@import "result_templates.less";
@import "weather.less";
+@import "ai_summary.less";

 // for index.html template
@import "index.less";
@@ -29,10 +29,11 @@ By default and without any extensions, SearXNG serves these resolvers:
 - ``duckduckgo``
 - ``allesedv``
 - ``google``
+- ``kagi``
 - ``yandex``

 With the above setting favicons are displayed, the user has the option to
-deactivate this feature in his settings.  If the user is to have the option of
+deactivate this feature in their settings.  If the user is to have the option of
 selecting from several *resolvers*, a further setting is required / but this
 setting will be discussed :ref:`later <register resolvers>` in this article,
 first we have to setup the favicons cache.
@@ -208,6 +209,7 @@ choose from, the following configuration could be used:
   "duckduckgo" = "searx.favicons.resolvers.duckduckgo"
   "allesedv" = "searx.favicons.resolvers.allesedv"
   # "google" = "searx.favicons.resolvers.google"
+   # "kagi" = "searx.favicons.resolvers.kagi"
   # "yandex" = "searx.favicons.resolvers.yandex"

 .. note::
@@ -226,6 +228,7 @@ into the *proxy*:
 - :py:obj:`searx.favicons.resolvers.duckduckgo`
 - :py:obj:`searx.favicons.resolvers.allesedv`
 - :py:obj:`searx.favicons.resolvers.google`
+- :py:obj:`searx.favicons.resolvers.kagi`
 - :py:obj:`searx.favicons.resolvers.yandex`


@@ -25,3 +25,4 @@ Settings
   settings_outgoing
   settings_categories_as_tabs
   settings_plugins
+   settings_ai_summary
@@ -0,0 +1,171 @@
+.. _settings ai_summary:
+
+===============
+``ai_summary:``
+===============
+
+.. sidebar:: Further reading ..
+
+   - :ref:`ai_summary plugin`
+   - :ref:`settings plugins`
+   - :ref:`settings preferences`
+
+Configuration of the :ref:`AI Summary plugin <ai_summary plugin>`, which shows a
+short AI generated answer above the search results.
+
+The text is produced by an LLM server that you run; SearXNG ships no model and
+contacts no AI provider of its own.  Any server implementing the `OpenAI chat
+completions API`_ works: `Ollama`_, vLLM, llama.cpp, LM Studio, Hugging Face
+TGI and others.  The plugin is not activated by default.
+
+.. _ai_summary quickstart:
+
+Quickstart
+==========
+
+A local setup on the same machine as SearXNG, in four steps.
+
+**1. Install Ollama**
+
+.. code:: sh
+
+   curl -fsSL https://ollama.com/install.sh | sh
+
+**2. Download a model**
+
+.. code:: sh
+
+   ollama pull gemma3:4b
+
+``gemma3:4b`` needs roughly 4 GB of memory and runs on CPU if you have no GPU.
+On a smaller machine use ``gemma3:1b``; any model in the `Ollama library`_
+works.
+
+**3. Configure SearXNG**
+
+Add this to your ``settings.yml``:
+
+.. code:: yaml
+
+   ai_summary:
+     base_url: "http://127.0.0.1:11434"
+     model: "gemma3:4b"
+
+   plugins:
+     searx.plugins.ai_summary.SXNGPlugin:
+       active: true
+     # keep the plugins you already had, see the warning below
+     searx.plugins.calculator.SXNGPlugin: {active: true}
+     searx.plugins.hash_plugin.SXNGPlugin: {active: true}
+     searx.plugins.self_info.SXNGPlugin: {active: true}
+     searx.plugins.unit_converter.SXNGPlugin: {active: true}
+     searx.plugins.ahmia_filter.SXNGPlugin: {active: true}
+     searx.plugins.hostnames.SXNGPlugin: {active: true}
+     searx.plugins.time_zone.SXNGPlugin: {active: true}
+     searx.plugins.tracker_url_remover.SXNGPlugin: {active: true}
+     searx.plugins.infinite_scroll.SXNGPlugin: {active: false}
+     searx.plugins.oa_doi_rewrite.SXNGPlugin: {active: false}
+     searx.plugins.tor_check.SXNGPlugin: {active: false}
+
+.. warning::
+
+   A ``plugins:`` block **replaces** the default list, it is not merged into it
+   (:ref:`settings plugins`).  Listing only the AI Summary plugin switches
+   every other plugin off, which is why the block above repeats the defaults --
+   drop the lines for plugins you do not want.
+
+**4. Restart SearXNG** and search for something.
+
+The summary appears above the results while it is still being written.
+
+Options
+=======
+
+Only ``base_url`` is required.  A model is needed too, but if ``model`` is left
+empty the first entry of ``models`` is used.
+
+.. code:: yaml
+
+   ai_summary:
+     base_url: "http://127.0.0.1:11434"
+     model: "gemma3:4b"
+     grounding: true
+
+.. autoclass:: searx.ai_summary.SettingsAISummary
+   :members:
+
+Servers that require authentication
+===================================
+
+vLLM and llama.cpp started with ``--api-key``, a gateway such as LiteLLM, or an
+LLM server behind an authenticating reverse proxy all expect a key.  Set it
+with ``api_key``:
+
+.. code:: yaml
+
+   ai_summary:
+     base_url: "http://127.0.0.1:8000"
+     api_key: "sk-..."
+     model: "gemma3:4b"
+
+The key is sent as an ``Authorization: Bearer`` header and only to the server in
+``base_url``.  Users who configure a server of their own in the
+``ai_summary_server`` preference never receive it; they set their own key in the
+``ai_summary_api_key`` preference.
+
+SearXNG has no separate secret store, so the key is held in ``settings.yml`` --
+that file should be readable only by the user SearXNG runs as.
+
+.. _ai_summary grounding:
+
+Grounding
+=========
+
+With ``grounding`` enabled, which is the default, the query **and the top search
+results** (title, URL and snippet, at most ``max_context_items`` of them) are
+sent to the LLM server, and the answer reflects what the search found.  With it
+disabled only the query is sent and the model answers from its training data.
+Users can change this in the ``ai_summary_grounding`` preference.
+
+What leaves the network therefore depends on where the LLM server runs: with a
+server on localhost or in the local network, nothing does.
+
+Public SearXNG instances
+========================
+
+The server URL, model and API key are user preferences so that someone running
+SearXNG at home can switch models or debug their LLM server from the
+preferences page, without editing ``settings.yml`` and restarting.
+
+On public SearXNG instances, those same preferences let any visitor choose the
+address the summary request is sent to.  The request is made by the SearXNG
+host, so a visitor can use it to reach machines on your network that they have
+no route to themselves -- an `SSRF`_ vector.
+
+.. attention::
+
+   Lock ``ai_summary_server`` on any SearXNG instance that is reachable by
+   people outside your household.
+
+Locking a preference makes SearXNG use your configured value and ignore the
+user's (:ref:`settings preferences`):
+
+.. code:: yaml
+
+   preferences:
+     lock:
+       - ai_summary_server
+       - ai_summary_api_key
+       - ai_summary_model
+       - ai_summary_grounding
+
+``ai_summary_server`` is the one that matters: locking it closes the SSRF
+vector.  Locking ``ai_summary_api_key`` additionally stops visitors making your
+SearXNG instance send an ``Authorization`` header of their choosing to a host of
+their choosing.  ``ai_summary_model`` and ``ai_summary_grounding`` are about
+cost and consistency rather than security.
+
+.. _Ollama: https://ollama.com/
+.. _Ollama library: https://ollama.com/library
+.. _OpenAI chat completions API: https://platform.openai.com/docs/api-reference/chat
+.. _SSRF: https://owasp.org/www-community/attacks/Server_Side_Request_Forgery
@@ -8,7 +8,7 @@

   search:
     safe_search: 0
-     autocomplete: ""
+     autocomplete: "duckduckgo"
     favicon_resolver: ""
     default_lang: ""
     ban_time_on_fail: 5
@@ -32,7 +32,7 @@
  - ``2``: Strict

 ``autocomplete``:
-  Existing autocomplete backends, leave blank to turn it off.
+  Existing autocomplete backends, set blank to turn it off.

  - ``360search``
  - ``baidu``
@@ -41,6 +41,7 @@
  - ``dbpedia``
  - ``duckduckgo``
  - ``google``
+  - ``kagi``
  - ``mwmbl``
  - ``naver``
  - ``privacywall``
@@ -14,7 +14,7 @@
       limiter: false
       public_instance: false
       image_proxy: false
-       method: "POST"
+       method: "GET"
       default_http_headers:
         X-Content-Type-Options : nosniff
         X-Download-Options : noopen
@@ -58,8 +58,8 @@

 ``method`` : ``GET`` | ``POST``

-  HTTP method.  By defaults ``POST`` is used / The ``POST`` method has the
-  advantage with some WEB browsers that the history is not easy to read, but
+  HTTP method.  By default, ``GET`` is used / The ``POST`` method has the
+  advantage with some browsers that the history is not saved, but
  there are also various disadvantages that sometimes **severely restrict the
  ease of use for the end user** (e.g. back button to jump back to the previous
  search page and drag & drop of search term to new tabs do not work as
@@ -0,0 +1,8 @@
+.. _exaapi engine:
+
+==============
+Exa API Engine
+==============
+
+.. automodule:: searx.engines.exaapi
+   :members:
@@ -0,0 +1,8 @@
+.. _jina engine:
+
+===========
+Jina Engine
+===========
+
+.. automodule:: searx.engines.jina
+   :members:
@@ -1,8 +0,0 @@
-.. _engine presearch:
-
-================
-Presearch Engine
-================
-
-.. automodule:: searx.engines.presearch
-   :members:
@@ -0,0 +1,8 @@
+.. _yandex api engine:
+
+=================
+Yandex Search API
+=================
+
+.. automodule:: searx.engines.yandex_api
+   :members:
@@ -0,0 +1,103 @@
+.. _ai_summary plugin:
+
+==========
+AI Summary
+==========
+
+.. sidebar:: Further reading ..
+
+   - :ref:`Configuration <settings ai_summary>`
+   - :ref:`dev plugin`
+   - :ref:`result types`
+
+The AI Summary plugin shows a generated answer above the ordinary search
+results.  The text comes from an LLM server run by the administrator, which
+speaks the `OpenAI chat completions API`_ -- `Ollama`_, Hugging Face TGI,
+LiteLLM, vLLM, llama.cpp and anything else implementing that specification.
+See :ref:`its configuration <settings ai_summary>` for how to set one up.
+
+The summary is generated asynchronously: the result page is delivered without
+delay and carries an empty placeholder, which the browser fills from a second,
+streaming request.
+
+Request flow
+============
+
+.. _ai_summary dataflow:
+
+.. kernel-render:: DOT
+   :alt: Data flow between browser, SearXNG and the LLM server
+   :caption: A search that produces a summary: two requests, not one
+
+   digraph ai_summary {
+     rankdir=LR;
+     graph [fontname="sans-serif", ranksep=1.1, nodesep=0.4];
+     node  [fontname="sans-serif", fontsize=11, shape=box, style="rounded,filled",
+            fillcolor="#f4f4f4", color="#999999"];
+     edge  [fontname="sans-serif", fontsize=9, color="#666666"];
+
+     browser  [label="browser"];
+     searxng  [label="SearXNG"];
+     engines  [label="search engines", fillcolor="#ffffff"];
+     llm      [label="LLM server\nOllama, vLLM, ...", fillcolor="#ffffff"];
+
+     browser -> searxng [label=" 1  GET /search"];
+     searxng -> engines [label=" 2  query"];
+     searxng -> browser [label=" 3  result page,\l    empty summary box\l", constraint=false];
+     browser -> searxng [label=" 4  POST /ai_summary\l    (query + results)\l"];
+     searxng -> llm     [label=" 5  POST /v1/chat/completions"];
+     llm     -> searxng [label=" 6  SSE token stream", constraint=false];
+     searxng -> browser [label=" 7  NDJSON token stream", constraint=false];
+   }
+
+Steps 1 to 3 are an ordinary SearXNG search.  :py:obj:`SXNGPlugin.post_search
+<searx.plugins.ai_summary.SXNGPlugin.post_search>` adds an empty
+:py:obj:`searx.result_types.AiSummary` placeholder to the answer area and
+returns; the result page is not delayed.
+
+Steps 4 to 7 run in the browser once the page is rendered.
+``client/simple/src/js/plugin/AiSummary.ts`` posts to the ``/ai_summary``
+endpoint (registered in :py:obj:`searx.webapp`), which opens a streaming
+request to the LLM server and re-emits the tokens as they arrive.
+
+The two streams use different formats.  The LLM server sends `SSE`_ --
+``data: {...}`` lines terminated by ``data: [DONE]``.  SearXNG re-emits them to
+the browser as `NDJSON`_: one JSON object per line, ``{"delta": "..."}`` for
+each chunk of text and a final ``{"done": true}``.
+
+When no summary is generated
+============================
+
+:py:obj:`SXNGPlugin.post_search
+<searx.plugins.ai_summary.SXNGPlugin.post_search>` adds no placeholder for:
+
+- page two and beyond
+- categories other than *general*
+- non-HTML output formats (the JSON, CSV and RSS APIs)
+- queries an engine already answered with an infobox (wikipedia, wikidata) or
+  an instant answer (e.g. ddg definitions)
+- an empty query, or no LLM server configured
+
+API keys
+========
+
+The administrator's ``api_key`` is sent only to the configured ``base_url``.
+Users who point the ``ai_summary_server`` preference at a server of their own
+authenticate it with their own ``ai_summary_api_key`` preference, which is
+stored in a cookie and excluded from the preferences URL; the administrator's
+key is never sent to such a server.  A server URL carrying credentials in its
+userinfo is ignored, and the administrator's default is used instead.
+
+:py:obj:`_server_api_key <searx.plugins.ai_summary._server_api_key>` implements
+the rule.
+
+Reference
+=========
+
+.. automodule:: searx.plugins.ai_summary
+   :members:
+
+.. _Ollama: https://ollama.com/
+.. _OpenAI chat completions API: https://platform.openai.com/docs/api-reference/chat
+.. _SSE: https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events
+.. _NDJSON: https://github.com/ndjson/ndjson-spec
@@ -7,6 +7,7 @@ Built-in Plugins
 .. toctree::
   :maxdepth: 1

+   ai_summary
   calculator
   hash_plugin
   hostnames
@@ -20,15 +20,11 @@ If you don't trust anyone, you can set up your own, see :ref:`installation`.

      - :ref:`self hosted <installation>`
      - :ref:`no user tracking / no profiling <SearXNG protect privacy>`
-      - script & cookies are optional
-      - secure, encrypted connections
+      - javascript & cookies are optional
      - :ref:`{{engines | length}} search engines <configured engines>`
      - `58 translations <https://translate.codeberg.org/projects/searxng/searxng/>`_
      - about 70 `well maintained <https://uptime.searxng.org/>`__ instances on searx.space_
      - :ref:`easy integration of search engines <demo online engine>`
-      - professional development: `CI <https://github.com/searxng/searxng/actions>`_,
-	`quality assurance <https://dev.searxng.org/>`_ &
-	`automated tested UI <https://dev.searxng.org/screenshots.html>`_

 .. sidebar:: be a part

@@ -1,4 +1,4 @@
-certifi==2026.6.17
+certifi==2026.7.22
 babel==2.18.0
 flask-babel==4.0.0
 flask==3.1.3
@@ -33,6 +33,9 @@ class SettingsPref(msgspec.Struct, kw_only=True, forbid_unknown_fields=True):
            "theme",
            "results_on_new_tab",
            "doi_resolver",
+            "ai_summary_server",
+            "ai_summary_model",
+            "ai_summary_grounding",
            "simple_style",
            "center_alignment",
            "query_in_title",
@@ -0,0 +1,135 @@
+# SPDX-License-Identifier: AGPL-3.0-or-later
+"""Implementations needed for the AI Summary plugin
+(:py:obj:`searx.plugins.ai_summary`)."""
+# pylint: disable=too-few-public-methods
+
+# Struct fields aren't discovered in Python 3.14
+# - https://github.com/searxng/searxng/issues/5284
+from __future__ import annotations
+
+__all__ = ["SettingsAISummary", "MODELS", "model_choices", "build_chat_messages"]
+
+import msgspec
+
+DEFAULT_SYSTEM_PROMPT = (
+    "You are a search assistant.  Answer the user's search query concisely in"
+    " a few short paragraphs of plain text.  If you are unsure or don't know"
+    " the answer, say so."
+)
+
+DEFAULT_SYSTEM_PROMPT_GROUNDED = (
+    "You are a search assistant.  Answer the user's search query concisely in"
+    " a few short paragraphs of plain text, using the following search results"
+    " as context when they are relevant.  If you are unsure or don't know the"
+    " answer, say so.\n\nSearch results:\n\n{context}"
+)
+
+MODELS: list[str] = []
+"""List of model names a user can select from.  Populated once at
+application setup by :py:obj:`searx.plugins.ai_summary.SXNGPlugin.init`."""
+
+
+class SettingsAISummary(msgspec.Struct, kw_only=True, forbid_unknown_fields=True):
+    """Options for configuring the AI Summary plugin.
+
+    .. code:: yaml
+
+       ai_summary:
+         base_url: "http://127.0.0.1:11434"
+         model: "llama3.2:3b"
+         models:
+           - "llama3.2:3b"
+           - "gemma3:4b"
+    """
+
+    base_url: str = ""
+    """Default base URL of the LLM server (e.g. ``http://127.0.0.1:11434``
+    for Ollama).  Any server that implements the OpenAI chat completions API
+    works (Ollama, vLLM, llama.cpp, LM Studio, Hugging Face TGI, ...).  Users
+    can set their own server URL in the preferences (``ai_summary_server``)
+    unless that preference is locked."""
+
+    api_key: str = ""
+    """Optional API key of the LLM server in
+    :py:obj:`SettingsAISummary.base_url`, sent in an ``Authorization: Bearer``
+    header.  Needed by servers that require authentication, e.g. vLLM or
+    llama.cpp started with ``--api-key``, or an LLM server behind an
+    authenticating reverse proxy.
+
+    This key is **only** sent to :py:obj:`SettingsAISummary.base_url`: a user
+    who points the ``ai_summary_server`` preference at a server of their own
+    gets no ``Authorization`` header from it, so the key can't be captured by
+    a third party.  For their own server, users configure their own key in the
+    ``ai_summary_api_key`` preference (see
+    :py:obj:`searx.plugins.ai_summary._server_api_key`)."""
+
+    model: str = ""
+    """Name of the default model (e.g. ``llama3.2:3b``).  If empty, the first
+    entry of :py:obj:`SettingsAISummary.models` is used.  Users can set their
+    own model in the preferences (``ai_summary_model``) unless that preference
+    is locked."""
+
+    models: list[str] = []
+    """List of model names suggested to the user in the preferences.  If empty
+    and :py:obj:`SettingsAISummary.base_url` is set, the list is requested
+    once at application setup from the LLM server (``GET /v1/models``)."""
+
+    grounding: bool = True
+    """Default of the ``ai_summary_grounding`` user preference: ground the
+    summary on the search results.  Grounded summaries are more accurate and
+    more current at a moderate extra cost (the search results are sent along
+    with the query, so the prompt is longer).  Users can still opt in/out in
+    the preferences unless that preference is locked."""
+
+    connect_timeout: float = 5.0
+    """Timeout (seconds) to establish a TCP connection to the LLM server."""
+
+    read_timeout: float = 30.0
+    """Maximum gap (seconds) between two chunks of the token stream."""
+
+    stream_timeout: float = 120.0
+    """Wall clock limit (seconds) for one completion."""
+
+    max_context_items: int = 5
+    """Maximum number of search results accepted as grounding context."""
+
+    max_history_messages: int = 12
+    """Maximum number of messages (follow-up chat history) per request."""
+
+    max_message_length: int = 4000
+    """Maximum length (characters) of a single message or context snippet."""
+
+    system_prompt: str = DEFAULT_SYSTEM_PROMPT
+    """System prompt used when the *grounding* preference is off."""
+
+    system_prompt_grounded: str = DEFAULT_SYSTEM_PROMPT_GROUNDED
+    """System prompt used when the *grounding* preference is on.  The
+    placeholder ``{context}`` is replaced by an enumeration of the search
+    results sent along with the query."""
+
+
+def model_choices() -> list[str]:
+    """Model names a user can select from in the preferences."""
+    return list(MODELS)
+
+
+def build_chat_messages(
+    cfg: SettingsAISummary,
+    messages: list[dict[str, str]],
+    context: list[dict[str, str]] | None = None,
+) -> list[dict[str, str]]:
+    """Build the message list for the chat completions request from the
+    (already validated) request ``messages``, prepending a system prompt.  When
+    ``context`` items are given, the grounded system prompt is used and the
+    context items are serialized into its ``{context}`` placeholder."""
+
+    if context:
+        ctx_lines = [
+            f"[{no}] {item.get('title', '')} — {item.get('snippet', '')} ({item.get('url', '')})"
+            for no, item in enumerate(context[: cfg.max_context_items], start=1)
+        ]
+        system_prompt = cfg.system_prompt_grounded.replace("{context}", "\n".join(ctx_lines))
+    else:
+        system_prompt = cfg.system_prompt
+
+    return [{"role": "system", "content": system_prompt}, *messages]
@@ -16,7 +16,7 @@ from . import Answerer, AnswererInfo

 def random_characters():
    random_string_letters = string.ascii_lowercase + string.digits + string.ascii_uppercase
-    return [random.choice(random_string_letters) for _ in range(random.randint(8, 32))]
+    return random.choices(random_string_letters, k=random.randint(8, 32))


 def random_string():
@@ -62,7 +62,7 @@ def bing(query: str, _sxng_locale: str) -> list[str]:
    # bing search autocompleter
    base_url = "https://www.bing.com/AS/Suggestions?"
    # cvid has to be a 32 character long string consisting of numbers and uppsercase characters
-    cvid = ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(32))
+    cvid = ''.join(random.choices(string.ascii_uppercase + string.digits, k=32))
    response = get(base_url + urlencode({'qry': query, 'csr': 1, 'cvid': cvid}))
    results: list[str] = []

@@ -157,6 +157,24 @@ def google_complete(query: str, sxng_locale: str) -> list[str]:
    return results


+def kagi(query: str, sxng_locale: str) -> list[str]:
+    """Autocomplete from Kagi."""
+
+    args: dict[str, str] = {'q': query}
+
+    if '-' in sxng_locale:
+        args['r'] = sxng_locale.split('-')[1].lower()
+
+    resp = get("https://kagisuggest.com/api/autosuggest?" + urlencode(args))
+    results: list[str] = []
+
+    if resp.ok:
+        data = resp.json()
+        if len(data) > 1:
+            results = data[1]
+    return results
+
+
 def mwmbl(query: str, _sxng_locale: str) -> list[str]:
    """Autocomplete from Mwmbl_."""

@@ -380,6 +398,7 @@ backends: dict[str, t.Callable[[str, str], list[str]]] = {
    'dbpedia': dbpedia,
    'duckduckgo': duckduckgo,
    'google': google_complete,
+    'kagi': kagi,
    'mwmbl': mwmbl,
    'naver': naver,
    'privacywall': privacywall,
@@ -151,6 +151,6 @@ def get_token() -> str:
    if token:
        token = token.decode('UTF-8')  # type: ignore
    else:
-        token = ''.join(random.choice(string.ascii_lowercase + string.digits) for _ in range(16))
+        token = ''.join(random.choices(string.ascii_lowercase + string.digits, k=16))
        valkey_client.set(TOKEN_KEY, token, ex=TOKEN_LIVE_TIME)
    return token
@@ -288,7 +288,7 @@
            "oc": "Kwanza",
            "pa": "ਅੰਗੋਲਨ ਕਵਾਂਜ਼ਾ",
            "pl": "Kwanza",
-            "pt": "Kwanza",
+            "pt": "kwanza",
            "ru": "ангольская кванза",
            "si": "ක්වන්සා",
            "sr": "анголска кванза",
@@ -334,6 +334,7 @@
            "ro": "Peso argentinian",
            "ru": "аргентинское песо",
            "sk": "Argentinské peso",
+            "sl": "argentinski peso",
            "sr": "аргентински пезос",
            "sv": "Argentinsk peso",
            "ta": "ஆர்ஜென்டின பீசோ",
@@ -2002,7 +2003,7 @@
            "eo": "ganaa cedio",
            "es": "cedi",
            "fi": "Cedi",
-            "fr": "Cedi",
+            "fr": "cedi",
            "ga": "cedi",
            "gl": "Cedi",
            "he": "סדי גאני",
@@ -2952,7 +2953,7 @@
            "pap": "won nortkoreano",
            "pl": "won północnokoreański",
            "pt": "won norte-coreano",
-            "ro": "Won nord-coreean",
+            "ro": "won nord-coreean",
            "ru": "вона КНДР",
            "sk": "severokorejsky won",
            "sl": "severnokorejski von",
@@ -3094,6 +3095,7 @@
            "ca": "tenge",
            "cs": "Tenge",
            "cy": "tenge Casachstan",
+            "da": "Tenge",
            "de": "Tenge",
            "en": "Kazakhstani tenge",
            "eo": "kazaĥa tengo",
@@ -4834,6 +4836,7 @@
            "nl": "Seychelse roepie",
            "pl": "Rupia seszelska",
            "pt": "rupia das Seicheles",
+            "ro": "rupie seychelloză",
            "ru": "сейшельская рупия",
            "sk": "Seychelská rupia",
            "sl": "sejšelska rupija",
@@ -5064,6 +5067,7 @@
            "nl": "Somalische shilling",
            "pl": "Szyling somalijski",
            "pt": "xelim somaliano",
+            "ro": "șiling somalez",
            "ru": "сомалийский шиллинг",
            "sk": "Somálsky šiling",
            "sl": "somalski šiling",
@@ -5883,6 +5887,7 @@
            "ja": "ドン",
            "ko": "베트남 동",
            "lt": "Vietnamo dongas",
+            "ms": "Dồng Vietnam",
            "nl": "Vietnamese dong",
            "oc": "Dong",
            "pa": "ਵੀਅਤਨਾਮੀ ਦੋਙ",
@@ -6122,7 +6127,8 @@
            "ro": "Gulden caraibian",
            "ru": "Карибский гульден",
            "sk": "Karibský gulden",
-            "sl": "karibski goldinar"
+            "sl": "karibski goldinar",
+            "sv": "Karibisk gulden"
        },
        "XDR": {
            "ar": "حقوق السحب الخاصة",
@@ -6724,6 +6730,8 @@
        "antilliaanse gulden": "ANG",
        "antilski gulden": "ANG",
        "aoa": "AOA",
+        "apvienotās karalistes ekonomika": "GBP",
+        "apvienotās karalistes saimniecība": "GBP",
        "apvienotās karalistes sterliņu mārciņa": "GBP",
        "ar": "MGA",
        "arab accounting dinar": "XAD",
@@ -6836,6 +6844,7 @@
        "avustralya doları": "AUD",
        "awg": "AWG",
        "az arany mint befektetés": "XAU",
+        "az egyesült királyság gazdasága": "GBP",
        "azerbaidžanin manat": "AZN",
        "azerbaidžano manatas": "AZN",
        "azerbaidžānas manats": "AZN",
@@ -7019,6 +7028,7 @@
        "bir etíope": "ETB",
        "biras": "ETB",
        "birleşik arap emirlikleri dirhemi": "AED",
+        "birleşik krallık ekonomisi": "GBP",
        "birma kjato": "MMK",
        "birr": "ETB",
        "birr da etiópia": "ETB",
@@ -7106,15 +7116,19 @@
        "brit font": "GBP",
        "brita pundo": "GBP",
        "britaj pundoj": "GBP",
+        "britannian talous": "GBP",
        "britanska funta": "GBP",
        "britanski funt": "GBP",
+        "britische wirtschaft": "GBP",
        "britisches pfund": "GBP",
+        "british economy": "GBP",
        "british pound": "GBP",
        "britisk pund": "GBP",
        "britiske pund": "GBP",
        "brits pond": "GBP",
        "britse pond": "GBP",
        "britská libra": "GBP",
+        "brittisk ekonomi": "GBP",
        "brittiska pund": "GBP",
        "brittiskt pund": "GBP",
        "brunei doları": "BND",
@@ -7198,6 +7212,7 @@
        "cedi du ghana": "GHS",
        "cedi ghana": "GHS",
        "cedi ghanese": "GHS",
+        "cedi ghanéen": "GHS",
        "centr afrika franko": "XAF",
        "central african cfa franc": "XAF",
        "centralafrikansk cfa franc": "XAF",
@@ -7300,7 +7315,6 @@
        "colón costa ricense": "CRC",
        "colón costa riquenho": "CRC",
        "colón costa riquense": "CRC",
-        "colón costa riqueny": "CRC",
        "colón costaricain": "CRC",
        "colón costaricano": "CRC",
        "colón costaricien": "CRC",
@@ -8413,6 +8427,7 @@
        "dólares canadenses": "CAD",
        "dólares estadounidenses": "USD",
        "dólares neozelandeses": "NZD",
+        "dồng vietnam": "VND",
        "dram": "AMD",
        "dram armean": "AMD",
        "dram armenia": "AMD",
@@ -8436,6 +8451,7 @@
        "droits de tirage speciaux": "XDR",
        "droits de tirage spéciaux": "XDR",
        "dschibuti franc": "DJF",
+        "dvn": "VND",
        "dzd": "DZD",
        "dzsibuti frank": "DJF",
        "džibučio frankas": "DJF",
@@ -8449,6 +8465,21 @@
        "eastern caribbean currency union": "XCD",
        "eastern caribbean dollar": "XCD",
        "ec$": "XCD",
+        "economi'r deyrnas unedig": "GBP",
+        "economia": "GBP",
+        "economia del regne unit": "GBP",
+        "economia del regno unito": "GBP",
+        "economia del reialme unit": "GBP",
+        "economia del reino unido": "GBP",
+        "economia do reino unido": "GBP",
+        "economia regatului unit": "GBP",
+        "economie du royaume uni": "GBP",
+        "economie van het verenigd koninkrijk": "GBP",
+        "economía del reino unido": "GBP",
+        "economía do reino unido": "GBP",
+        "economy": "GBP",
+        "economy of the uk": "GBP",
+        "economy of the united kingdom": "GBP",
        "egipatska funta": "EGP",
        "egipta pundo": "EGP",
        "egipto svaras": "EGP",
@@ -8468,6 +8499,12 @@
        "einr": "INR",
        "eiro": "EUR",
        "ekialdeko karibeko dolar": "XCD",
+        "ekonomi britania raya": "GBP",
+        "ekonomi united kingdom": "GBP",
+        "ekonomie van die verenigde koninkryk": "GBP",
+        "ekonomika spojeného království": "GBP",
+        "ekonomika v spojenom kráľovstve": "GBP",
+        "ekonomio de britujo": "GBP",
        "el peso": "GTQ",
        "emalangeni": "SZL",
        "emas sebagai pelaburan": "XAU",
@@ -8499,6 +8536,7 @@
        "ermenistan dramı": "AMD",
        "ern": "ERN",
        "erreal brasildar": "BRL",
+        "erresuma batuko ekonomia": "GBP",
        "errublo": "RUB",
        "errublo errusiar": "RUB",
        "errupia indiar": "INR",
@@ -8569,6 +8607,8 @@
        "eyrir": "ISK",
        "e£": "EGP",
        "èuro": "EUR",
+        "économie britannique": "GBP",
+        "économie du royaume uni": "GBP",
        "észak ír font": "GBP",
        "észak koreai von": "KPW",
        "e₹": "INR",
@@ -8702,6 +8742,9 @@
        "forintti": "HUF",
        "forinți": "HUF",
        "fòrint": "HUF",
+        "förenade konungariket storbritannien och irlands ekonomi": "GBP",
+        "förenade konungariket storbritannien och nordirlands ekonomi": "GBP",
+        "förenade kungarikets ekonomi": "GBP",
        "franak cfp": "XPF",
        "franc": [
            "XPF",
@@ -8954,6 +8997,9 @@
        "gold als kapitalanlage": "XAU",
        "gold as an investment": "XAU",
        "gold as currency": "XAU",
+        "gospodarka wielkiej brytanii": "GBP",
+        "gospodarstvo ujedinjenog kraljevstva": "GBP",
+        "gospodarstvo združenega kraljestva": "GBP",
        "gourde": "HTG",
        "gourde haiti": "HTG",
        "gourde haitiano": "HTG",
@@ -9373,6 +9419,7 @@
        "juaņs": "CNY",
        "juhokoréjsky won": "KRW",
        "juhosudánska libra": "SSP",
+        "jungtinės karalystės ekonomika": "GBP",
        "jungtinių arabų emyratų dirhamas": "AED",
        "jungtinių valstijų doleris": "USD",
        "južnoafrički rand": "ZAR",
@@ -9437,6 +9484,7 @@
        "karibi forint": "XCG",
        "karibia guldeno": "XCG",
        "karibischer gulden": "XCG",
+        "karibisk gulden": "XCG",
        "karibski goldinar": "XCG",
        "karibský gulden": "XCG",
        "karipski gulden": "XCG",
@@ -9497,6 +9545,9 @@
        "kina papua nugini": "PGK",
        "kina papuana": "PGK",
        "kina papuásia": "PGK",
+        "kinh tế anh": "GBP",
+        "kinh tế vương quốc anh": "GBP",
+        "kinh tế vương quốc liên hiệp anh và bắc ireland": "GBP",
        "kip": "LAK",
        "kip laos": "LAK",
        "kip laosiano": "LAK",
@@ -11141,6 +11192,7 @@
        "põhja korea won": "KPW",
        "põhja makedoonia denaar": "MKD",
        "prata como investimento": "XAG",
+        "produits agricole de l'angleterre": "GBP",
        "pula": "BWP",
        "pula botswana": "BWP",
        "pula botswanais": "BWP",
@@ -11191,6 +11243,7 @@
        "qatarisk rial": "QAR",
        "qäpik": "AZN",
        "qindarka": "ALL",
+        "quanza": "AOA",
        "quetzal": "GTQ",
        "quetzal guatemala": "GTQ",
        "quetzal guatemalteco": "GTQ",
@@ -11516,6 +11569,7 @@
        "rupia del pakistan": "PKR",
        "rupia dell'india": "INR",
        "rupia delle seychelles": "SCR",
+        "rupia din seychelles": "SCR",
        "rupia do nepal": "NPR",
        "rupia do paquistão": "PKR",
        "rupia do seri lanca": "LKR",
@@ -11571,6 +11625,7 @@
        ],
        "rupie indiană": "INR",
        "rupie indiane": "INR",
+        "rupie seychelloză": "SCR",
        "rupies índies": "INR",
        "rupija": [
            "NPR",
@@ -12000,6 +12055,10 @@
        "sterliņu mārciņa": "GBP",
        "stērliņu mārciņa": "GBP",
        "stn": "STN",
+        "storbritannien och irlands ekonomi": "GBP",
+        "storbritannien och nordirlands ekonomi": "GBP",
+        "storbritanniens ekonomi": "GBP",
+        "storbritanniens økonomi": "GBP",
        "stredoafrický frank": "XAF",
        "středoafrický frank": "XAF",
        "sucre": "XSU",
@@ -12049,6 +12108,7 @@
        "suriye lirası": "SYP",
        "suudi arabistan riyali": "SAR",
        "suudi riyali": "SAR",
+        "suurbritannia majandus": "GBP",
        "suurbritannia nael": "GBP",
        "suurbritannia naelsterling": "GBP",
        "suvereni bolivar": "VES",
@@ -12155,6 +12215,7 @@
        "švicarski frank": "CHF",
        "švýcarský frank": "CHF",
        "șekel nou": "ILS",
+        "șiling somalez": "SOS",
        "şekel": "ILS",
        "şili pesosu": "CLP",
        "s₣": "CHF",
@@ -12497,6 +12558,8 @@
        "uguiya": "MRU",
        "ugx": "UGX",
        "ui": "UYI",
+        "uk economy": "GBP",
+        "uk's economy": "GBP",
        "ukl": "GBP",
        "ukraina grivna": "UAH",
        "ukraina hrivno": "UAH",
@@ -12537,6 +12600,8 @@
        "unidades de inversion": "MXV",
        "unidades de inversión": "MXV",
        "united arab emirates dirham": "AED",
+        "united kingdom economy": "GBP",
+        "united kingdom's economy": "GBP",
        "united states dollar": [
            "USN",
            "USD"
@@ -12638,6 +12703,7 @@
        "venemaa rubla": "RUB",
        "venezuelai bolívar": "VES",
        "venezuelan digital bolívar": "VED",
+        "verenigd koninkrijk economie": "GBP",
        "verenigde arabiese emirate dirham": "AED",
        "verenigde arabische emiraten dirham": "AED",
        "ves": "VES",
@@ -12669,6 +12735,12 @@
        "wir euro": "CHE",
        "wir franc": "CHW",
        "wir franken": "CHW",
+        "wirtschaft": "GBP",
+        "wirtschaft des vereinigten königreichs": "GBP",
+        "wirtschaft im vereinigten königreich": "GBP",
+        "wirtschaft in dem vereinigten königreich": "GBP",
+        "wirtschaft vom vereinigten königreich": "GBP",
+        "wirtschaft von dem vereinigten königreich": "GBP",
        "wit russische roebel": "BYN",
        "won": "KRW",
        "won bắc triều tiên": "KPW",
@@ -12762,6 +12834,7 @@
        "yeşil burun adaları eskudosu": "CVE",
        "yên nhật": "JPY",
        "yhdistyneen kuningaskunnan punta": "GBP",
+        "yhdistyneen kuningaskunnan talous": "GBP",
        "yhdistyneiden arabiemiraattien dirhami": "AED",
        "yhdysvaltain dollari": "USD",
        "ytl": "TRY",
@@ -13511,6 +13584,8 @@
        "египетский фунт": "EGP",
        "единая система региональных взаиморасчётов": "XSU",
        "единая система региональных взаиморасчетов": "XSU",
+        "економіка великобританії": "GBP",
+        "економіка великої британії": "GBP",
        "енглеска фунта": "GBP",
        "еритрейська накфа": "ERN",
        "еритрејска накфа": "ERN",
@@ -13567,6 +13642,8 @@
        "израелски шекел": "ILS",
        "израильский новый шекель": "ILS",
        "източнокарибски долар": "XCD",
+        "икономика на великобритания": "GBP",
+        "икономика на обединеното кралство": "GBP",
        "индийска рупия": "INR",
        "индийская рупия": "INR",
        "индијска рупија": "INR",
@@ -13980,6 +14057,7 @@
            "PLZ",
            "PLN"
        ],
+        "привреда уједињеног краљевства": "GBP",
        "пула": "BWP",
        "південно африканський ранд": "ZAR",
        "південнокорейська вона": "KRW",
@@ -14067,6 +14145,7 @@
        "севернокорејски вон": "KPW",
        "северо корейская вона": "KPW",
        "северокорейская вона": "KPW",
+        "седі": "GHS",
        "сейшел рупиясе": "SCR",
        "сейшелска рупия": "SCR",
        "сейшельская рупия": "SCR",
@@ -14119,6 +14198,8 @@
        "старый румынский лей": "RON",
        "стерлинг фунты": "GBP",
        "стерлиң фунты": "GBP",
+        "стопанство на великобритания": "GBP",
+        "стопанство на обединеното кралство": "GBP",
        "суверен боливар": "VES",
        "суверенний болівар": "VES",
        "суверенный боливар": "VES",
@@ -14369,6 +14450,7 @@
        "шриланкийска рупия": "LKR",
        "шриланчанска рупија": "LKR",
        "щатски долар": "USD",
+        "экономика великобритании": "GBP",
        "эритрейская накфа": "ERN",
        "эритрея накфасы": "ERN",
        "эсватини лилангение": "SZL",
@@ -14518,6 +14600,8 @@
        "יואן סיני": "CNY",
        "ין יפני": "JPY",
        "כארתולי לארי": "GEL",
+        "כלכלת בריטניה": "GBP",
+        "כלכלת הממלכה המאוחדת": "GBP",
        "כתר דני": "DKK",
        "כתר נורבגי": "NOK",
        "כתר נורווגי": "NOK",
@@ -14665,6 +14749,7 @@
        "استثمار البلاتين": "XPT",
        "استثمار الذهب": "XAU",
        "استثمار الفضة": "XAG",
+        "اقتصاد المملكة المتحدة": "GBP",
        "الاستثمار في الذهب": "XAU",
        "الأوقية الموريتانية": "MRU",
        "البات": "THB",
@@ -14718,6 +14803,7 @@
        "أوقية": "MRU",
        "أوقية موريتانية": "MRU",
        "أوقيه موريتانيه": "MRU",
+        "إقتصاد بريطانى": "GBP",
        "إيسكودو جزر الرأس الأخضر": "CVE",
        "بات": "THB",
        "بات تايلاندي": "THB",
@@ -15100,6 +15186,7 @@
        "মালদ্বীপীয় রুফিয়াহ": "MVR",
        "মিয়ানমার ক্যত": "MMK",
        "মিশরীয় পাউন্ড": "EGP",
+        "যুক্তরাজ্যের অর্থনীতি": "GBP",
        "রুশ রুবল": "RUB",
        "রেনমিনবি": "CNY",
        "রেন্মিন্বি": "CNY",
@@ -15731,6 +15818,7 @@
        "엔": "JPY",
        "엔화": "JPY",
        "영국 파운드": "GBP",
+        "영국의 경제": "GBP",
        "예멘 리알": "YER",
        "예멘 리얄": "YER",
        "예멘리얄": "YER",
@@ -15938,9 +16026,11 @@
        "イエメン・リアル": "YER",
        "イエメン・リヤル": "YER",
        "イエメン・リヤール": "YER",
+        "イギリスの経済": "GBP",
        "イギリスの通貨": "GBP",
        "イギリスポンド": "GBP",
        "イギリス・ポンド": "GBP",
+        "イギリス経済": "GBP",
        "イラクの通貨": "IQD",
        "イラク・ディナール": "IQD",
        "イランの通貨": "IRR",
@@ -16242,6 +16332,7 @@
        "英ポンド": "GBP",
        "西アフリカcfaフラン": "XOF",
        "豪ドル": "AUD",
+        "財政・経済政策": "GBP",
        "越南銅": "VND",
        "金投資": "XAU",
        "韓国ウォン": "KRW",
@@ -81,6 +81,7 @@
      "ca": "ca",
      "ckb": "ckb",
      "cs": "cs",
+      "cv": "cv",
      "cy": "cy",
      "da": "da",
      "de": "de",
@@ -130,7 +131,6 @@
      "ne": "ne",
      "nl": "nl",
      "no": "no",
-      "ny": "ny",
      "om": "om",
      "pa": "pa",
      "pl": "pl",
@@ -8446,6 +8446,7 @@
        "IR",
        "IS",
        "IT",
+        "JE",
        "JM",
        "JO",
        "JP",
@@ -8475,6 +8476,7 @@
        "MC",
        "MD",
        "ME",
+        "MF",
        "MG",
        "MH",
        "MK",
@@ -8541,6 +8543,7 @@
        "SS",
        "ST",
        "SV",
+        "SX",
        "SY",
        "SZ",
        "TC",
@@ -8688,6 +8691,7 @@
      "th": "thai",
      "ti": "tigrinya",
      "tk": "turkmen",
+      "to": "tonga",
      "tr": "turkish",
      "tt": "tatar",
      "uk": "ukrainian",
@@ -5,7 +5,7 @@
    ],
    "ua": "Mozilla/5.0 ({os}; rv:{version}) Gecko/20100101 Firefox/{version}",
    "versions": [
-        "152.0",
-        "151.0"
+        "153.0",
+        "152.0"
    ]
 }
@@ -3521,7 +3521,7 @@
    },
    "Q1377741": {
        "si_name": "Q25250",
-        "symbol": "V_P",
+        "symbol": "V<sub>P</sub>",
        "to_si_factor": 1.0429e+27
    },
    "Q1386162": {
@@ -3694,6 +3694,11 @@
        "symbol": "apc",
        "to_si_factor": 0.0308568
    },
+    "Q16068": {
+        "si_name": null,
+        "symbol": "DM",
+        "to_si_factor": null
+    },
    "Q160857": {
        "si_name": "Q25236",
        "symbol": "hp",
@@ -3872,11 +3877,11 @@
    "Q180892": {
        "si_name": "Q11570",
        "symbol": "M☉",
-        "to_si_factor": 1.9884e+30
+        "to_si_factor": 1.988416e+30
    },
    "Q1811": {
        "si_name": "Q11573",
-        "symbol": "AU",
+        "symbol": "au",
        "to_si_factor": 149597870700.0
    },
    "Q1815100": {
@@ -4454,6 +4459,11 @@
        "symbol": "ng",
        "to_si_factor": 1e-12
    },
+    "Q2285395": {
+        "si_name": null,
+        "symbol": "dBW",
+        "to_si_factor": null
+    },
    "Q22934083": {
        "si_name": "Q25406",
        "symbol": "nC",
@@ -6316,7 +6326,7 @@
    },
    "Q536785": {
        "si_name": "Q844211",
-        "symbol": "ρ_P",
+        "symbol": "ρ<sub>P</sub>",
        "to_si_factor": 5.155e+96
    },
    "Q53679433": {
@@ -6971,7 +6981,7 @@
    },
    "Q685662": {
        "si_name": "Q44395",
-        "symbol": "p_P",
+        "symbol": "p<sub>P</sub>",
        "to_si_factor": 4.633e+113
    },
    "Q686163": {
@@ -82,7 +82,7 @@ fragment SXNG_query on Query {

 def setup(_) -> bool:
    global SXNG_query  # pylint: disable=global-statement
-    rand_str: str = "".join(random.choice(string.ascii_letters) for _ in range(5))
+    rand_str: str = "".join(random.choices(string.ascii_letters, k=5))
    SXNG_query = SXNG_query.replace("SXNG_query", "PhotoSearchPaginationContainer_query_1" + rand_str)
    return True

@@ -32,7 +32,7 @@ base_url = "https://api.bilibili.com/x/web-interface/search/type"

 cookie = {
    "innersign": "0",
-    "buvid3": "".join(random.choice(string.hexdigits) for _ in range(16)) + "infoc",
+    "buvid3": "".join(random.choices(string.hexdigits, k=16)) + "infoc",
    "i-wanna-go-back": "-1",
    "b_ut": "7",
    "FEED_LIVE_VERSION": "V8",
@@ -43,9 +43,10 @@ def init(_):

 def request(query: str, params: "OnlineParams"):
    params["url"] = f"{base_url}/api/{dogpile_categ}"
+    params["headers"]["Origin"] = base_url
+
    params["method"] = "POST"
    params["json"] = {"q": query, "qadf": safe_search_map[params["safesearch"]], "page": params["pageno"]}
-    return params


 def response(resp: "SXNG_Response"):
@@ -0,0 +1,168 @@
+# SPDX-License-Identifier: AGPL-3.0-or-later
+"""Engine to search using the official `Exa Search API`_. Exa is a search engine for AI agents.
+
+.. _Exa Search API: https://exa.ai/docs/reference/search
+
+Configuration
+=============
+
+The engine has the following mandatory setting:
+
+- :py:obj:`api_key`
+
+You can obtain an API key from the `API Key section <https://dashboard.exa.ai/api-keys>`_ in the Exa dashboard.
+
+Optional settings are:
+
+- :py:obj:`results_per_page`
+- :py:obj:`search_type`
+- :py:obj:`content_mode`
+- :py:obj:`content_max_characters`
+
+.. code:: yaml
+
+  - name: exaapi
+    engine: exaapi
+    shortcut: exa
+    api_key: "..."
+    results_per_page: 10
+    search_type: auto
+    content_mode: highlights
+    inactive: false
+
+The API supports SafeSearch and region-aware results.
+"""
+
+import typing as t
+
+from dateutil import parser
+
+from searx.exceptions import SearxEngineAPIException
+from searx.result_types import EngineResults
+from searx.utils import html_to_text
+
+if t.TYPE_CHECKING:
+    from searx.extended_types import SXNG_Response
+    from searx.search.processors import OnlineParams
+
+
+SearchType = t.Literal["fast", "auto", "instant", "deep", "deep-lite", "deep-reasoning"]
+ContentMode = t.Literal["highlights", "text"]
+
+about = {
+    "website": "https://exa.ai",
+    "wikidata_id": None,
+    "official_api_documentation": "https://exa.ai/docs/reference/search",
+    "use_official_api": True,
+    "require_api_key": True,
+    "results": "JSON",
+}
+
+api_key: str = ""
+"""API key for Exa Search API (required)."""
+
+categories = ["general", "web"]
+safesearch = True
+
+base_url = "https://api.exa.ai/search"
+results_per_page: int = 10
+"""Maximum number of results per request. Value must be between 1 and 100, default is 10."""
+
+search_type: SearchType = "auto"
+"""Search type. Default is auto, see documentation for more information."""
+
+content_mode: ContentMode = "highlights"
+"""Content to request from the API: ``highlights`` (excerpts) or ``text`` (page text)."""
+
+content_max_characters: int = 500
+"""Maximum characters for the requested content."""
+
+
+def init(_):
+    if not api_key:
+        raise SearxEngineAPIException("No API key provided")
+    if not 1 <= results_per_page <= 100:
+        raise ValueError("results_per_page must be between 1 and 100")
+    if search_type not in t.get_args(SearchType):
+        raise ValueError(f"Unsupported search type: {search_type}")
+    if content_mode not in t.get_args(ContentMode):
+        raise ValueError(f"Unsupported content mode: {content_mode}")
+    if content_max_characters < 1:
+        raise ValueError("content_max_characters must be at least 1")
+
+
+def _contents_payload() -> dict[str, t.Any]:
+    if content_mode == "text":
+        return {"text": {"maxCharacters": content_max_characters, "stripLinks": True}}
+    return {"highlights": {"maxCharacters": content_max_characters}}
+
+
+def _extract_content(result: dict[str, t.Any]) -> str:
+    if content_mode == "text":
+        return html_to_text(result.get("text") or "")
+    return html_to_text(" ".join(result.get("highlights") or []))
+
+
+def request(query: str, params: "OnlineParams") -> None:
+    """Create the API request."""
+    body: dict[str, t.Any] = {
+        "query": query,
+        "type": search_type,
+        "numResults": results_per_page,
+        "contents": _contents_payload(),
+    }
+
+    # Apply SafeSearch if enabled
+    if params["safesearch"]:
+        body["moderation"] = True
+
+    # Apply region-aware results if specified
+    locale_parts = params["searxng_locale"].split("-")
+    region = locale_parts[-1]
+    if len(locale_parts) > 1:
+        body["userLocation"] = region.upper()
+
+    params["url"] = base_url
+    params["method"] = "POST"
+    params["headers"]["x-api-key"] = api_key
+    params["json"] = body
+
+
+def _extract_published_date(value: str | None):
+    """Extract and parse the published date from the API response.
+
+    Args:
+        value: Raw date string from the API
+
+    Returns:
+        Parsed datetime object or None if parsing fails
+    """
+    if not value:
+        return None
+    try:
+        return parser.parse(value)
+    except (parser.ParserError, TypeError, OverflowError):
+        return None
+
+
+def response(resp: "SXNG_Response") -> EngineResults:
+    """Process the API response and return results."""
+    res = EngineResults()
+
+    for result in resp.json().get("results", []):
+        url = result.get("url")
+        if not url:
+            continue
+
+        res.add(
+            res.types.MainResult(
+                url=url,
+                title=html_to_text(result.get("title") or url),
+                content=_extract_content(result),
+                thumbnail=result.get("image") or "",
+                publishedDate=_extract_published_date(result.get("publishedDate")),
+                author=result.get("author") or "",
+            )
+        )
+
+    return res
@@ -0,0 +1,89 @@
+# SPDX-License-Identifier: AGPL-3.0-or-later
+"""Jina is a search AI and part of Elastic, the company behind ElasticSearch.
+
+The engine requires an API key, you can get one from the
+`API dashboard <https://jina.ai/api-dashboard/>`_ without signup.
+
+.. code:: yaml
+
+  - name: jina
+    engine: jina
+    shortcut: ji
+    api_key: "jina_..."
+    jina_engine: reader
+    inactive: false
+
+By default, Jina's own index is used. You can change that by setting a different :py:obj:`jina_engine`.
+"""
+
+import typing as t
+from urllib.parse import urlencode
+
+from dateutil import parser
+from searx.result_types import EngineResults
+
+if t.TYPE_CHECKING:
+    from searx.extended_types import SXNG_Response
+    from searx.search.processors import OnlineParams
+
+
+about = {
+    "website": "https://jina.ai",
+    "wikidata_id": None,
+    "official_api_documentation": "https://s.jina.ai/docs",
+    "use_official_api": True,
+    "require_api_key": True,
+    "results": "JSON",
+}
+
+categories = ["general"]
+paging = True
+
+jina_engine = "reader"
+"""Search mode. Currently supported values are 'reader', 'google' and 'bing'."""
+
+base_url = "https://s.jina.ai"
+api_key: str | None = None
+
+
+def setup(_):
+    if not api_key:
+        raise ValueError("missing api key")
+
+
+def request(query: str, params: "OnlineParams"):
+    # setting 'no-content' pushes the response time down to a third
+    args = {"q": query, "page": params["pageno"], "engine": jina_engine, "respondWith": "no-content"}
+    params["url"] = f"{base_url}/?{urlencode(args)}"
+    params["headers"].update(
+        {
+            "Accept": "application/json",
+            "Authorization": f"Bearer {api_key}",
+        }
+    )
+
+
+def response(resp: "SXNG_Response"):
+    res = EngineResults()
+
+    json_resp: dict[str, t.Any] = resp.json()
+
+    result: dict[str, str]
+    for result in json_resp["data"]:
+        published_date = None
+        if result.get("date"):
+            try:
+                published_date = parser.parse(result["date"])
+            except parser.ParserError:
+                pass
+
+        res.add(
+            res.types.MainResult(
+                url=result["url"],
+                title=result["title"],
+                content=result["description"],
+                publishedDate=published_date,
+            )
+        )
+
+    return res
@@ -0,0 +1,66 @@
+# SPDX-License-Identifier: AGPL-3.0-or-later
+"""Keenable is a fast web search with keyless mode support"""
+
+import typing as t
+
+from datetime import datetime
+from searx.extended_types import SXNG_Response
+from searx.result_types import EngineResults
+from searx.utils import searxng_useragent
+
+if t.TYPE_CHECKING:
+    from searx.search.processors import OnlineParams
+
+about = {
+    "website": "https://keenable.ai",
+    "official_api_documentation": "https://docs.keenable.ai",
+    "use_official_api": True,
+    "require_api_key": False,
+    "results": "JSON",
+}
+api_key = ""
+""" Optional API Key. You can create a key at `the official website
+<https://keenable.ai/signup>'_ if you need higher rate limits."""
+
+categories = ["general"]
+
+base_url = "https://api.keenable.ai"
+keenable_mode = "pro"
+
+
+def request(query: str, params: "OnlineParams"):
+    if api_key:
+        params["url"] = f"{base_url}/v1/search"
+        params["headers"]["X-API-KEY"] = api_key
+    else:
+        params["url"] = f"{base_url}/v1/search/public"
+
+    params["method"] = "POST"
+    params["headers"]["X-Keenable-Title"] = searxng_useragent()
+    params["json"] = {"query": query, "mode": keenable_mode}
+
+
+def response(resp: "SXNG_Response") -> EngineResults:
+    res = EngineResults()
+
+    results: list[dict[str, str]] = resp.json()["results"]  # type: ignore[reportAny]
+
+    for result in results:
+        published = None
+        pub = result.get("published_at")
+        if pub:
+            try:
+                published = datetime.fromisoformat(pub.rstrip("Z"))
+            except ValueError:
+                pass
+
+        res.add(
+            res.types.MainResult(
+                url=result["url"],
+                title=result["title"],
+                content=result["description"] or result["snippet"],
+                publishedDate=published,
+            )
+        )
+
+    return res
@@ -1,305 +0,0 @@
-# SPDX-License-Identifier: AGPL-3.0-or-later
-"""Presearch supports the search types listed in :py:obj:`search_type` (general,
-images, videos, news).
-
-Configured ``presarch`` engines:
-
-.. code:: yaml
-
-  - name: presearch
-    engine: presearch
-    search_type: search
-    categories: [general, web]
-
-  - name: presearch images
-    ...
-    search_type: images
-    categories: [images, web]
-
-  - name: presearch videos
-    ...
-    search_type: videos
-    categories: [general, web]
-
-  - name: presearch news
-    ...
-    search_type: news
-    categories: [news, web]
-
-.. hint::
-
-   By default Presearch's video category is intentionally placed into::
-
-       categories: [general, web]
-
-
-Search type ``video``
-=====================
-
-The results in the video category are most often links to pages that contain a
-video, for instance many links from Preasearch's video category link content
-from facebook (aka Meta) or Twitter (aka X).  Since these are not real links to
-video streams SearXNG can't use the video template for this and if SearXNG can't
-use this template, then the user doesn't want to see these hits in the videos
-category.
-
-
-Languages & Regions
-===================
-
-In Presearch there are languages for the UI and regions for narrowing down the
-search.  If we set "auto" for the region in the WEB-UI of Presearch and cookie
-``use_local_search_results=false``, then the defaults are set for both (the
-language and the region) from the ``Accept-Language`` header.
-
-Since the region is already "auto" by default, we only need to set the
-``use_local_search_results`` cookie and send the ``Accept-Language`` header.  We
-have to set these values in both requests we send to Presearch; in the first
-request to get the request-ID from Presearch and in the final request to get the
-result list.
-
-The time format returned by Presearch varies depending on the language set.
-Multiple different formats can be supported by using ``dateutil`` parser, but
-it doesn't support formats such as "N time ago", "vor N time" (German),
-"Hace N time" (Spanish). Because of this, the dates are simply joined together
-with the rest of other metadata.
-
-
-Implementations
-===============
-
-"""
-
-from urllib.parse import urlencode, urlparse
-from searx import locales
-from searx.network import get
-from searx.utils import gen_useragent, html_to_text, parse_duration_string
-
-about = {
-    "website": "https://presearch.io",
-    "wikidata_id": "Q7240905",
-    "official_api_documentation": "https://docs.presearch.io/nodes/api",
-    "use_official_api": False,
-    "require_api_key": False,
-    "results": "JSON",
-}
-paging = True
-safesearch = True
-time_range_support = True
-categories = ["general", "web"]  # general, images, videos, news
-
-# HTTP2 requests immediately get blocked by a CAPTCHA
-enable_http2 = False
-
-search_type = "search"
-"""must be any of ``search``, ``images``, ``videos``, ``news``"""
-
-base_url = "https://presearch.com"
-safesearch_map = {0: 'false', 1: 'true', 2: 'true'}
-
-
-def init(_):
-    if search_type not in ['search', 'images', 'videos', 'news']:
-        raise ValueError(f'presearch search_type: {search_type}')
-
-
-def _get_request_id(query, params):
-
-    args = {
-        "q": query,
-        "page": params["pageno"],
-    }
-
-    if params["time_range"]:
-        args["time"] = params["time_range"]
-
-    url = f"{base_url}/{search_type}?{urlencode(args)}"
-
-    headers = {
-        'User-Agent': gen_useragent(),
-        'Cookie': (
-            f"b=1;"
-            f" presearch_session=;"
-            f" use_local_search_results=false;"
-            f" use_safe_search={safesearch_map[params['safesearch']]}"
-        ),
-    }
-    if params['searxng_locale'] != 'all':
-        l = locales.get_locale(params['searxng_locale'])
-
-        # Presearch narrows down the search by region.  In SearXNG when the user
-        # does not set a region (e.g. 'en-CA' / canada) we cannot hand over a region.
-
-        # We could possibly use searx.locales.get_official_locales to determine
-        # in which regions this language is an official one, but then we still
-        # wouldn't know which region should be given more weight / Presearch
-        # performs an IP-based geolocation of the user, we don't want that in
-        # SearXNG ;-)
-
-        if l and l.territory:
-            headers['Accept-Language'] = f"{l.language}-{l.territory},{l.language};" "q=0.9,*;" "q=0.5"
-
-    resp = get(url, headers=headers, timeout=5)
-
-    for line in resp.text.split("\n"):
-        if "window.searchId = " in line:
-            return line.split("= ")[1][:-1].replace('"', ""), resp.cookies
-
-    raise RuntimeError("Couldn't find any request id for presearch")
-
-
-def request(query, params):
-    request_id, cookies = _get_request_id(query, params)
-    params["headers"]["Accept"] = "application/json"
-    params["url"] = f"{base_url}/results?id={request_id}"
-    params["cookies"] = cookies
-
-    return params
-
-
-def _strip_leading_strings(text):
-    for x in ['wikipedia', 'google']:
-        if text.lower().endswith(x):
-            text = text[: -len(x)]
-    return text.strip()
-
-
-def _fix_title(title, url):
-    """
-    Titles from Presearch shows domain + title without spacing, and HTML
-    This function removes these 2 issues.
-    Transforming "translate.google.co.in<em>Google</em> Translate" into "Google Translate"
-    """
-    parsed_url = urlparse(url)
-    domain = parsed_url.netloc
-    title = html_to_text(title)
-    # Fixes issue where domain would show up in the title
-    # translate.google.co.inGoogle Translate -> Google Translate
-    if (
-        title.startswith(domain)
-        and len(title) > len(domain)
-        and not title.startswith(domain + "/")
-        and not title.startswith(domain + " ")
-    ):
-        title = title.removeprefix(domain)
-    return title
-
-
-def parse_search_query(json_results):
-    results = []
-    if not json_results:
-        return results
-
-    for item in json_results.get('specialSections', {}).get('topStoriesCompact', {}).get('data', []):
-        result = {
-            'url': item['link'],
-            'title': _fix_title(item['title'], item['link']),
-            'thumbnail': item['image'],
-            'content': '',
-            'metadata': item.get('source'),
-        }
-        results.append(result)
-
-    for item in json_results.get('standardResults', []):
-        result = {
-            'url': item['link'],
-            'title': _fix_title(item['title'], item['link']),
-            'content': html_to_text(item['description']),
-        }
-        results.append(result)
-
-    info = json_results.get('infoSection', {}).get('data')
-    if info:
-        attributes = []
-        for item in info.get('about', []):
-
-            text = html_to_text(item)
-            if ':' in text:
-                # split text into key / value
-                label, value = text.split(':', 1)
-            else:
-                # In other languages (tested with zh-TW) a colon is represented
-                # by a different symbol --> then we split at the first space.
-                label, value = text.split(' ', 1)
-                label = label[:-1]
-
-            value = _strip_leading_strings(value)
-            attributes.append({'label': label, 'value': value})
-        content = []
-        for item in [info.get('subtitle'), info.get('description')]:
-            if not item:
-                continue
-            item = _strip_leading_strings(html_to_text(item))
-            if item:
-                content.append(item)
-
-        results.append(
-            {
-                'infobox': info['title'],
-                'id': info['title'],
-                'img_src': info.get('image'),
-                'content': ' | '.join(content),
-                'attributes': attributes,
-            }
-        )
-    return results
-
-
-def response(resp):
-    results = []
-    json_resp = resp.json()
-
-    if search_type == 'search':
-        results = parse_search_query(json_resp.get('results', {}))
-
-    elif search_type == 'images':
-        for item in json_resp.get('images', []):
-            results.append(
-                {
-                    'template': 'images.html',
-                    'title': html_to_text(item['title']),
-                    'url': item.get('link'),
-                    'img_src': item.get('image'),
-                    'thumbnail_src': item.get('thumbnail'),
-                }
-            )
-
-    elif search_type == 'videos':
-        # The results in the video category are most often links to pages that contain
-        # a video and not to a video stream --> SearXNG can't use the video template.
-
-        for item in json_resp.get('videos', []):
-            duration = item.get('duration')
-            if duration:
-                duration = parse_duration_string(duration)
-
-            results.append(
-                {
-                    'title': html_to_text(item['title']),
-                    'url': item.get('link'),
-                    'content': item.get('description', ''),
-                    'thumbnail': item.get('image'),
-                    'length': duration,
-                }
-            )
-
-    elif search_type == 'news':
-        for item in json_resp.get('news', []):
-            source = item.get('source')
-            # Bug on their end, time sometimes returns "</a>"
-            time = html_to_text(item.get('time')).strip()
-            metadata = [source]
-            if time != "":
-                metadata.append(time)
-
-            results.append(
-                {
-                    'title': html_to_text(item['title']),
-                    'url': item.get('link'),
-                    'content': html_to_text(item.get('description', '')),
-                    'metadata': ' / '.join(metadata),
-                    'thumbnail': item.get('image'),
-                }
-            )
-
-    return results
@@ -1,74 +0,0 @@
-# SPDX-License-Identifier: AGPL-3.0-or-later
-"""Reddit"""
-
-import json
-from datetime import datetime
-from urllib.parse import urlencode, urljoin, urlparse
-
-# about
-about = {
-    "website": 'https://www.reddit.com/',
-    "wikidata_id": 'Q1136',
-    "official_api_documentation": 'https://www.reddit.com/dev/api',
-    "use_official_api": True,
-    "require_api_key": False,
-    "results": 'JSON',
-}
-
-# engine dependent config
-categories = ['social media']
-page_size = 25
-
-# search-url
-base_url = 'https://www.reddit.com/'
-search_url = base_url + 'search.json?{query}'
-
-
-def request(query, params):
-
-    query = urlencode({'q': query, 'limit': page_size})
-    params['url'] = search_url.format(query=query)
-
-    return params
-
-
-def response(resp):
-
-    img_results = []
-    text_results = []
-
-    search_results = json.loads(resp.text)
-
-    # return empty array if there are no results
-    if 'data' not in search_results:
-        return []
-
-    posts = search_results.get('data', {}).get('children', [])
-
-    # process results
-    for post in posts:
-        data = post['data']
-
-        # extract post information
-        params = {'url': urljoin(base_url, data['permalink']), 'title': data['title']}
-
-        # if thumbnail field contains a valid URL, we need to change template
-        thumbnail = data['thumbnail']
-        url_info = urlparse(thumbnail)
-        # netloc & path
-        if url_info[1] != '' and url_info[2] != '':
-            params['img_src'] = data['url']
-            params['thumbnail_src'] = thumbnail
-            params['template'] = 'images.html'
-            img_results.append(params)
-        else:
-            created = datetime.fromtimestamp(data['created_utc'])
-            content = data['selftext']
-            if len(content) > 500:
-                content = content[:500] + '...'
-            params['content'] = content
-            params['publishedDate'] = created
-            text_results.append(params)
-
-    # show images first and text results second
-    return img_results + text_results
@@ -9,6 +9,7 @@ import codecs
 import hashlib
 import json
 import random
+import string

 from datetime import datetime
 from urllib.parse import urlencode
@@ -43,8 +44,8 @@ paging = True

 base_url = "https://api.swisscows.com"

-CAESAR_ALPHABET = "ABCDEFGHIJKLMNOPQRSTUVWXYZ"
-NONCE_ALPHABET = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789-._~"
+CAESAR_ALPHABET = string.ascii_uppercase
+NONCE_ALPHABET = string.ascii_letters + string.digits + "-._~"

 time_range_map = {"day": "Day", "week": "Week", "month": "Month", "year": "Year"}

@@ -92,7 +93,7 @@ def generate_nonce(length: int = 32) -> str:
    """
    Generate a random char sequence with the given length.
    """
-    return "".join([random.choice(NONCE_ALPHABET) for _ in range(length)])
+    return "".join(random.choices(NONCE_ALPHABET, k=length))


 def caesar_shift_with_switch_case(s: str, offset: int = 13) -> str:
@@ -0,0 +1,217 @@
+# SPDX-License-Identifier: AGPL-3.0-or-later
+"""Yandex Search API (the official **paid** `Yandex Search API v2`_).
+
+Unlike the :origin:`yandex <searx/engines/yandex.py>` engine (which scrapes the
+public HTML interface and is prone to CAPTCHA blocking), this engine talks to
+the official, paid Yandex Cloud Search API.  It requires a Yandex Cloud account,
+a *folder id* and an *API key*.
+
+The API answers with a Base64-encoded XML document, which is decoded and
+parsed here.
+
+Configuration
+=============
+
+The engine is inactive by default because it needs credentials.  To enable it,
+set ``inactive: false`` and add your ``api_key`` and ``yandex_folder_id`` to
+:origin:`searx/settings.yml`:
+
+.. code:: yaml
+
+  - name: yandex api
+    engine: yandex_api
+    shortcut: yda
+    categories: [general, web]
+    inactive: false
+    api_key: ""           # Yandex Cloud API key (``Api-Key``)
+    yandex_folder_id: ""  # Yandex Cloud folder id
+    # optional, see below:
+    yandex_default_language: en
+
+.. _Yandex Search API v2:
+   https://aistudio.yandex.ru/docs/en/search-api/api-ref/WebSearch/search.html
+"""
+
+import math
+import typing as t
+from base64 import b64decode
+
+from lxml import etree
+
+from searx.exceptions import SearxEngineAPIException
+from searx.result_types import EngineResults
+from searx.utils import extract_text
+
+if t.TYPE_CHECKING:
+    from searx.extended_types import SXNG_Response
+    from searx.search.processors import OnlineParams
+
+
+about = {
+    "website": "https://yandex.cloud/en/services/search-api",
+    "wikidata_id": "Q5281",
+    "official_api_documentation": "https://aistudio.yandex.ru/docs/en/search-api/api-ref/WebSearch/search.html",
+    "use_official_api": True,
+    "require_api_key": True,
+    "results": "XML",
+}
+
+# Engine configuration
+categories = ["general", "web"]
+paging = True
+safesearch = True
+
+# Credentials, overwritten via settings.yml
+api_key: str = ""
+"""Yandex Cloud API key, passed as ``Authorization: Api-Key <api_key>``."""
+
+yandex_folder_id: str = ""
+"""Yandex Cloud folder id the API key belongs to."""
+
+# Search tuning, overwritten via settings.yml
+yandex_default_language: str = "en"
+"""Default query language.  It selects the Yandex search domain (e.g. yandex.ru
+for ``ru``, yandex.com for ``en``) and the language of the search-result
+notifications, but only as a fallback -- a request whose own locale matches
+:py:obj:`language_map` overrides it.  Must be one of its keys: ``ru``, ``be``,
+``kk``, ``uk``, ``tr`` or ``en``."""
+
+region: str = ""
+"""Optional Yandex `region id`.
+Only meaningful together with ``SEARCH_TYPE_RU``.
+
+__ https://aistudio.yandex.ru/docs/en/search-api/reference/regions.html
+"""
+
+page_size: int = 10
+"""Number of results requested per page."""
+
+base_url = "https://searchapi.api.cloud.yandex.net/v2/web/search"
+
+# searxng safesearch level -> Yandex familyMode
+safesearch_map = {
+    0: "FAMILY_MODE_NONE",
+    1: "FAMILY_MODE_MODERATE",
+    2: "FAMILY_MODE_STRICT",
+}
+
+# Map a query language to a (search_type, l10n) pair.  It drives both the
+# per-request override (when the query's locale matches) and the
+# ``yandex_default_language`` default.
+language_map = {
+    "ru": ("SEARCH_TYPE_RU", "LOCALIZATION_RU"),
+    "be": ("SEARCH_TYPE_BE", "LOCALIZATION_BE"),
+    "kk": ("SEARCH_TYPE_KK", "LOCALIZATION_KK"),
+    "uk": ("SEARCH_TYPE_RU", "LOCALIZATION_UK"),
+    "tr": ("SEARCH_TYPE_TR", "LOCALIZATION_TR"),
+    "en": ("SEARCH_TYPE_COM", "LOCALIZATION_EN"),
+    # Uzbek ('uz') is intentionally omitted: Yandex offers SEARCH_TYPE_UZ but no
+    # matching LOCALIZATION_UZ, so such queries fall back to the defaults above.
+}
+
+
+def setup(_):
+    """Validate credentials and paging limits when the engine is loaded."""
+    if not api_key or not yandex_folder_id:
+        raise SearxEngineAPIException("missing 'api_key' and/or 'yandex_folder_id' in engine settings")
+    if not 1 <= page_size <= 100:
+        raise SearxEngineAPIException("'page_size' must be in the range 1..100 (Yandex 'groupsOnPage')")
+    if yandex_default_language not in language_map:
+        raise SearxEngineAPIException(f"'yandex_default_language' must be one of {sorted(language_map)}")
+
+
+def request(query: str, params: "OnlineParams"):
+
+    # Yandex returns at most 250 results for a query.
+    max_page = math.ceil(250 / page_size)
+    if params["pageno"] > max_page:
+        params["url"] = None
+        return
+
+    if len(query) > 400:
+        # Yandex rejects a 'queryText' longer than 400 characters; decline the
+        # request gracefully instead of provoking an API error.
+        params["url"] = None
+        return
+
+    lang = params["searxng_locale"].split("-")[0].lower()
+    req_search_type, req_l10n = language_map.get(lang, language_map[yandex_default_language])
+
+    body: dict[str, t.Any] = {
+        "query": {
+            "searchType": req_search_type,
+            "queryText": query,
+            "familyMode": safesearch_map[params["safesearch"]],
+            # the API uses a 0-based page index
+            "page": str(params["pageno"] - 1),
+        },
+        "groupSpec": {
+            "groupMode": "GROUP_MODE_FLAT",
+            "groupsOnPage": str(page_size),
+            "docsInGroup": "1",
+        },
+        "l10n": req_l10n,
+        "folderId": yandex_folder_id,
+        "responseFormat": "FORMAT_XML",
+    }
+    # Yandex accepts a 'region' only together with the Russian search type.
+    if region and req_search_type == "SEARCH_TYPE_RU":
+        body["region"] = region
+
+    params["method"] = "POST"
+    params["url"] = base_url
+    params["headers"]["Authorization"] = f"Api-Key {api_key}"
+    params["headers"]["Content-Type"] = "application/json"
+    params["json"] = body
+
+
+def _raw_xml(resp: "SXNG_Response") -> bytes:
+    """Extract and Base64-decode the XML payload out of the JSON envelope.
+
+    The synchronous ``/v2/web/search`` endpoint returns ``{"rawData":
+    "<base64>"}`` on success; HTTP errors are raised upstream via
+    ``raise_for_httperror``.
+    """
+    data: dict[str, t.Any] = resp.json()
+
+    raw_data = data.get("rawData")
+    if raw_data is None:
+        raise SearxEngineAPIException("Yandex Search API: no 'rawData' in response")
+
+    return b64decode(raw_data)
+
+
+def response(resp: "SXNG_Response") -> EngineResults:
+    res = EngineResults()
+
+    dom = etree.fromstring(_raw_xml(resp))  # pylint: disable=c-extension-no-member
+
+    # An <error> inside <response> signals an application error.  Code 15 simply
+    # means "nothing was found" and must not raise.
+    error = dom.find(".//response/error")
+    if error is not None:
+        if error.get("code") == "15":
+            return res
+        raise SearxEngineAPIException(f"Yandex Search API error {error.get('code')}: {error.text}")
+
+    for doc in dom.iterfind(".//doc"):
+        url = extract_text(doc.find("url"), allow_none=True)
+        title = extract_text(doc.find("title"), allow_none=True)
+        if not url or not title:
+            continue
+
+        content = extract_text(doc.find("headline"), allow_none=True)
+        if not content:
+            passages = doc.find("passages")
+            if passages is not None:
+                content = " ".join(extract_text(p) or "" for p in passages.iterfind("passage")).strip()
+
+        res.add(
+            res.types.MainResult(
+                url=url,
+                title=title,
+                content=content or "",
+            )
+        )
+
+    return res
@@ -13,6 +13,7 @@ cfg_schema = 1   # config's schema version no.
 # "duckduckgo" = "searx.favicons.resolvers.duckduckgo"
 # "allesedv" = "searx.favicons.resolvers.allesedv"
 # "google" = "searx.favicons.resolvers.google"
+# "kagi" = "searx.favicons.resolvers.kagi"
 # "yandex" = "searx.favicons.resolvers.yandex"

 [favicons.cache]
@@ -7,7 +7,7 @@ timeout``) and returns a tuple ``(data, mime)``.
 """


-__all__ = ["DEFAULT_RESOLVER_MAP", "allesedv", "duckduckgo", "google", "yandex"]
+__all__ = ["DEFAULT_RESOLVER_MAP", "allesedv", "duckduckgo", "google", "kagi", "yandex"]

 from typing import Callable
 from searx import network
@@ -76,6 +76,21 @@ def google(domain: str, timeout: int) -> tuple[None | bytes, None | str]:
    return data, mime


+def kagi(domain: str, timeout: int) -> tuple[None | bytes, None | str]:
+    """Favicon Resolver from kagi.com / https://news.kagi.com/api/favicon-proxy"""
+    data, mime = (None, None)
+    # quality can be either 'fast' or 'best', best is slower and can return svgs (e.g. github.com)
+    url = f"https://news.kagi.com/api/favicon-proxy?domain={domain}&quality=fast"
+    logger.debug("fetch favicon from: %s", url)
+
+    # will return a 404 if the favicon does not exist and a 200 if it does,
+    response = network.get(url, **_req_args(timeout=timeout))
+    if response and response.status_code == 200:
+        mime = response.headers['Content-Type']
+        data = response.content
+    return data, mime
+
+
 def yandex(domain: str, timeout: int) -> tuple[None | bytes, None | str]:
    """Favicon Resolver from yandex.com"""
    data, mime = (None, None)
@@ -95,5 +110,6 @@ DEFAULT_RESOLVER_MAP = {
    "allesedv": allesedv,
    "duckduckgo": duckduckgo,
    "google": google,
+    "kagi": kagi,
    "yandex": yandex,
 }
@@ -42,7 +42,7 @@ class PluginInfo:
    description: str
    """Short description of the *answerer*."""

-    preference_section: t.Literal["general", "ui", "privacy", "query"] | None = "general"
+    preference_section: t.Literal["general", "ui", "privacy", "query", "ai"] | None = "general"
    """Section (tab/group) in the preferences where this plugin is shown to the
    user.

@@ -0,0 +1,386 @@
+# SPDX-License-Identifier: AGPL-3.0-or-later
+"""Implementation of the AI Summary plugin, which shows a generated answer above
+the search results.  The answer comes from an LLM server that implements the
+`OpenAI chat completions API`_ (Ollama, vLLM, llama.cpp, LM Studio, Hugging Face
+TGI, ...) and that the administrator runs.
+
+- :ref:`ai_summary plugin` describes the design and the request flow.
+- :ref:`settings ai_summary` describes how to configure it.
+
+This module holds the plugin itself and the ``/ai_summary`` endpoint
+(:py:obj:`ai_summary_view`, registered in :py:obj:`searx.webapp`).  The endpoint
+streams the answer to the browser, so that the result page is never delayed by
+the LLM; :py:obj:`SXNGPlugin.post_search` only adds an empty
+:py:obj:`searx.result_types.AiSummary` placeholder for the client to fill.
+
+Settings of the ``ai_summary:`` section are defined in
+:py:obj:`searx.ai_summary.SettingsAISummary`.
+
+.. _OpenAI chat completions API: https://platform.openai.com/docs/api-reference/chat
+"""
+
+import typing as t
+
+import json
+import logging
+import re
+import time
+from urllib.parse import urlparse
+
+import flask
+import httpx
+from flask_babel import gettext
+
+from searx import get_setting
+from searx.ai_summary import SettingsAISummary, build_chat_messages
+from searx.extended_types import sxng_request
+from searx.result_types import EngineResults
+import searx.ai_summary
+
+from . import Plugin, PluginInfo
+
+if t.TYPE_CHECKING:
+    from searx.search import SearchWithPlugins
+    from searx.extended_types import SXNG_Request
+    from . import PluginCfg
+
+VALID_ROLES = ("user", "assistant")
+# Model names differ per provider: "gemma3:4b" (Ollama), "bedrock/anthropic.
+# claude-3-5-sonnet" (a gateway's routing prefix), "gemini-1.5-pro@001" (a
+# pinned version).  The pattern accepts those and rejects anything that could
+# change the meaning of the request body it is placed into.
+MODEL_NAME_REGEXP = re.compile(r"[A-Za-z0-9._:/@-]{1,128}")
+
+log = logging.getLogger("searx.plugins.ai_summary")
+
+UPSTREAM_RETRIES = 1
+"""How often a request to the LLM server is repeated when the server does not
+answer in time.
+
+An idle LLM server unloads the model, and loads it again on the next request --
+which can take longer than :py:obj:`read_timeout
+<searx.ai_summary.SettingsAISummary.read_timeout>`, because no byte of the
+response is sent while the model is loading.  The request that runs into this
+is also the request that starts the load, so repeating it usually succeeds."""
+
+
+def _get_client(base_url: str, cfg: SettingsAISummary, api_key: str = "") -> httpx.Client:
+    """HTTP client for one request to the LLM server at ``base_url``.  The
+    ``api_key`` (if any) is sent in an ``Authorization: Bearer`` header, see
+    :py:obj:`_server_api_key`."""
+    # the OpenAI API paths are prefixed with /v1, unless the base URL already
+    # points into an API prefix
+    base_url = base_url.rstrip("/")
+    if not base_url.endswith("/v1"):
+        base_url += "/v1"
+    return httpx.Client(
+        base_url=base_url,
+        headers={"Authorization": f"Bearer {api_key}"} if api_key else None,
+        timeout=httpx.Timeout(connect=cfg.connect_timeout, read=cfg.read_timeout, write=10.0, pool=10.0),
+    )
+
+
+def _valid_server(url: str) -> bool:
+    try:
+        parsed = urlparse(url)
+    except ValueError:
+        return False
+    return parsed.scheme in ("http", "https") and bool(parsed.netloc) and len(url) <= 256
+
+
+def _server_id(url: str) -> tuple[str, str, int, str] | None:
+    """Identity of an LLM server URL (scheme, host, port, path) for comparing
+    two URLs, or ``None`` if the URL is unusable.  The ``/v1`` API prefix is
+    not part of the identity, :py:obj:`_get_client` appends it when missing."""
+    try:
+        parsed = urlparse(url)
+    except ValueError:
+        return None
+    # .hostname (not .netloc) drops the userinfo, so that a server URL like
+    # http://llm.example.org@untrusted.example.org/ is identified by the host
+    # the request is actually sent to (untrusted.example.org)
+    if parsed.scheme not in ("http", "https") or not parsed.hostname:
+        return None
+    port = parsed.port or (443 if parsed.scheme == "https" else 80)
+    path = parsed.path.rstrip("/")
+    if path.endswith("/v1"):
+        path = path[: -len("/v1")].rstrip("/")
+    return (parsed.scheme, parsed.hostname.lower(), port, path)
+
+
+def _server_api_key(cfg: SettingsAISummary, server: str, user_api_key: str = "") -> str:
+    """The API key to send to ``server``:
+
+    - the administrator's :py:obj:`cfg.api_key
+      <searx.ai_summary.SettingsAISummary.api_key>` if ``server`` *is* the
+      administrator's server (:py:obj:`cfg.base_url
+      <searx.ai_summary.SettingsAISummary.base_url>`),
+    - otherwise the user's own ``ai_summary_api_key`` preference, which belongs
+      to the server in the user's own ``ai_summary_server`` preference.
+
+    The administrator's key is never sent to a server a user configured --
+    that would hand every user of the instance a way to capture it."""
+    server_id = _server_id(server)
+    if server_id is not None and server_id == _server_id(cfg.base_url):
+        return cfg.api_key
+    return user_api_key
+
+
+def _user_server(request: "SXNG_Request", cfg: SettingsAISummary) -> str:
+    """The LLM server URL for this request: the user's ``ai_summary_server``
+    preference, or the administrator's default."""
+    server = str(request.preferences.get_value("ai_summary_server") or "").strip()
+    # Credentials are stripped from a user's server URL: httpx turns them into
+    # an Authorization header, and a user should not be able to make SearXNG
+    # send a header of their choosing to a host of their choosing.  An
+    # administrator can still use credentials in the configured base_url (e.g.
+    # an LLM server behind basic auth).
+    if server and "@" in urlparse(server).netloc:
+        server = ""
+    return server or cfg.base_url
+
+
+class SXNGPlugin(Plugin):
+    """Plugin that adds the AI summary placeholder to the result page, the
+    ``/ai_summary`` endpoint itself is registered in :py:obj:`searx.webapp`."""
+
+    id = "ai_summary"
+
+    def __init__(self, plg_cfg: "PluginCfg"):
+        super().__init__(plg_cfg)
+
+        self.info = PluginInfo(
+            id=self.id,
+            name=gettext("AI Summary"),
+            description=gettext(
+                "Show an AI generated summary of the search query on top of the"
+                " result page (uses a local LLM server, see the settings below)."
+            ),
+            preference_section="ai",
+        )
+
+    def init(self, app: "flask.Flask") -> bool:
+        cfg: SettingsAISummary = get_setting("ai_summary")
+
+        if cfg.base_url:
+            searx.ai_summary.MODELS = list(cfg.models) or self._probe_models(cfg)
+            if not cfg.model and searx.ai_summary.MODELS:
+                cfg.model = searx.ai_summary.MODELS[0]
+            if cfg.model and cfg.model not in searx.ai_summary.MODELS:
+                searx.ai_summary.MODELS.insert(0, cfg.model)
+
+        return True
+
+    def _probe_models(self, cfg: SettingsAISummary) -> list[str]:
+        """Request the list of models from the LLM server (``GET
+        /v1/models``).  The server might not be up when SearXNG starts, a
+        failing probe only leaves the model suggestion list empty."""
+        try:
+            with _get_client(cfg.base_url, cfg, cfg.api_key) as client:
+                resp = client.get("/models")
+                resp.raise_for_status()
+                models = [model["id"] for model in resp.json().get("data", [])]
+        except (httpx.HTTPError, ValueError, KeyError) as exc:
+            self.log.warning("can't request model list from %s: %s", cfg.base_url, exc)
+            models = []
+        return models or ([cfg.model] if cfg.model else [])
+
+    def post_search(self, request: "SXNG_Request", search: "SearchWithPlugins") -> EngineResults | None:
+        results = EngineResults()
+        sq = search.search_query
+        cfg: SettingsAISummary = get_setting("ai_summary")
+
+        skip = (
+            sq.pageno > 1
+            # post_search is also called for the json, csv and rss formats,
+            # the placeholder is only useful on the HTML result page
+            or request.form.get("format", "html") != "html"
+            or "general" not in sq.categories
+            # an infobox (e.g. wikipedia / wikidata) or an instant answer
+            # (e.g. ddg definitions) most likely already answers the query
+            or bool(search.result_container.infoboxes)
+            or bool(search.result_container.answers)
+            or not sq.query.strip()
+            # without an LLM server (user preference or admin default)
+            # there is nothing to show
+            or not _user_server(request, cfg)
+        )
+        if skip:
+            return None
+
+        grounding = bool(request.preferences.get_value("ai_summary_grounding"))
+        results.add(results.types.AiSummary(query=sq.query, grounding=grounding))
+        return results
+
+
+def _bad_request(msg: str) -> flask.Response:
+    return flask.Response(json.dumps({"error": msg}), status=400, mimetype="application/json")
+
+
+def _validate_messages(messages: t.Any, cfg: SettingsAISummary) -> list[dict[str, str]]:
+    if not isinstance(messages, list) or not messages or len(messages) > cfg.max_history_messages:
+        raise ValueError("invalid messages")
+    for msg in messages:
+        if not isinstance(msg, dict) or msg.keys() != {"role", "content"}:
+            raise ValueError("invalid message")
+        if msg["role"] not in VALID_ROLES or not isinstance(msg["content"], str):
+            raise ValueError("invalid message")
+        if not msg["content"].strip() or len(msg["content"]) > cfg.max_message_length:
+            raise ValueError("invalid message")
+    if messages[-1]["role"] != "user":
+        raise ValueError("last message is not a user message")
+    return messages
+
+
+def _validate_context(context: t.Any, cfg: SettingsAISummary) -> list[dict[str, str]]:
+    if not isinstance(context, list) or len(context) > cfg.max_context_items:
+        raise ValueError("invalid context")
+    for item in context:
+        if not isinstance(item, dict) or not item.keys() <= {"title", "url", "snippet"}:
+            raise ValueError("invalid context item")
+        for val in item.values():
+            if not isinstance(val, str) or len(val) > cfg.max_message_length:
+                raise ValueError("invalid context item")
+    return context
+
+
+def _validate_payload(payload: t.Any, cfg: SettingsAISummary) -> tuple[list[dict[str, str]], list[dict[str, str]]]:
+    """Validate the request body of the ``/ai_summary`` endpoint and return
+    the ``messages`` and ``context`` lists.  Raises a :py:obj:`ValueError` for
+    any malformed payload."""
+
+    if not isinstance(payload, dict):
+        raise ValueError("payload is not an object")
+    return _validate_messages(payload.get("messages"), cfg), _validate_context(payload.get("context", []), cfg)
+
+
+def _open_upstream(client: httpx.Client, payload: dict[str, t.Any]) -> tuple[t.Any, t.Any]:
+    """Start the streaming completion on the LLM server.
+
+    Returns the (already entered) stream context and the response, or
+    ``(None, None)`` if no usable response was received.
+
+    The request is repeated (:py:obj:`UPSTREAM_RETRIES`) when the server did not
+    answer in time, and when it answered ``5xx`` -- both mean *not right now*,
+    and the most common reason is a model that is still being loaded.  A ``4xx``
+    is not repeated: a wrong API key or an unknown model name does not become
+    right when asked twice."""
+
+    for attempt in range(UPSTREAM_RETRIES + 1):
+        stream_ctx = client.stream("POST", "/chat/completions", json=payload)
+        try:
+            resp = stream_ctx.__enter__()  # pylint: disable=unnecessary-dunder-call
+        except httpx.TransportError as exc:
+            if attempt < UPSTREAM_RETRIES:
+                log.debug("LLM server did not answer (%s), asking again", exc)
+                continue
+            log.warning("LLM server did not answer: %s", exc)
+            return None, None
+        except httpx.HTTPError as exc:
+            log.warning("request to the LLM server failed: %s", exc)
+            return None, None
+
+        if resp.status_code == 200:
+            return stream_ctx, resp
+
+        # the body of an error response is short and usually names the cause,
+        # e.g. an unknown model; without it a misconfiguration is invisible
+        detail = ""
+        try:
+            resp.read()
+            detail = resp.text.strip()[:200]
+        except (httpx.HTTPError, UnicodeDecodeError):  # pragma: no cover
+            pass
+        stream_ctx.__exit__(None, None, None)
+
+        # 5xx is the server saying it is not able to answer *right now* -- a
+        # model still loading, a gateway with no upstream yet.  4xx is the
+        # server saying the request is wrong, which a second one would be too.
+        if resp.status_code >= 500 and attempt < UPSTREAM_RETRIES:
+            log.debug("LLM server replied HTTP %s (%s), asking again", resp.status_code, detail)
+            continue
+        log.warning("LLM server responded with HTTP %s %s", resp.status_code, detail)
+        return None, None
+
+    return None, None  # pragma: no cover - the loop always returns
+
+
+def ai_summary_view() -> flask.Response:
+    """Stream an AI generated answer for the messages in the request body,
+    response is NDJSON: ``{"delta": ..}`` lines followed by one final
+    ``{"done": true, ..}`` line."""
+
+    cfg: SettingsAISummary = get_setting("ai_summary")
+
+    if SXNGPlugin.id not in sxng_request.user_plugins:
+        return flask.Response(json.dumps({"error": "plugin is not enabled"}), status=403, mimetype="application/json")
+
+    try:
+        messages, context = _validate_payload(sxng_request.get_json(force=True, silent=True), cfg)
+    except ValueError as exc:
+        return _bad_request(str(exc))
+
+    server = _user_server(sxng_request, cfg)
+    if not _valid_server(server):
+        return _bad_request("no valid LLM server configured")
+
+    model = str(sxng_request.preferences.get_value("ai_summary_model") or "").strip() or cfg.model
+    if not MODEL_NAME_REGEXP.fullmatch(model):
+        return _bad_request("no valid model configured")
+
+    chat_payload = {
+        "model": model,
+        "messages": build_chat_messages(cfg, messages, context),
+        "stream": True,
+    }
+
+    # open the upstream connection before streaming, a connection error is
+    # reported as HTTP 502 instead of a line in an already started stream
+    user_api_key = str(sxng_request.preferences.get_value("ai_summary_api_key") or "").strip()
+    client = _get_client(server, cfg, _server_api_key(cfg, server, user_api_key))
+    stream_ctx, upstream = _open_upstream(client, chat_payload)
+    if stream_ctx is None or upstream is None:
+        client.close()
+        return flask.Response(json.dumps({"error": "upstream error"}), status=502, mimetype="application/json")
+
+    # from here on nothing must be read from the request context, the
+    # generator runs after the request context has been torn down
+
+    def ndjson(obj: dict[str, t.Any]) -> bytes:
+        # the generator bypasses flask's response encoding (direct_passthrough)
+        return (json.dumps(obj) + "\n").encode()
+
+    def generate():
+        start = time.monotonic()
+        try:
+            # the upstream is a SSE stream: "data: {..}" lines, terminated by
+            # a "data: [DONE]" line
+            for line in upstream.iter_lines():
+                if time.monotonic() - start > cfg.stream_timeout:
+                    yield ndjson({"done": True, "error": "timeout"})
+                    return
+                line = line.strip()
+                if not line or line.startswith(":") or not line.startswith("data:"):
+                    continue
+                payload = line[len("data:") :].strip()
+                if payload == "[DONE]":
+                    break
+                data = json.loads(payload)
+                choices = data.get("choices") or [{}]
+                delta = choices[0].get("delta", {}).get("content") or ""
+                if delta:
+                    yield ndjson({"delta": delta})
+            yield ndjson({"done": True, "model": model})
+        except (httpx.HTTPError, ValueError) as exc:
+            log.warning("error while streaming from the LLM server: %s", exc)
+            yield ndjson({"done": True, "error": "upstream error"})
+        finally:
+            stream_ctx.__exit__(None, None, None)
+            client.close()
+
+    return flask.Response(
+        generate(),
+        mimetype="application/x-ndjson",
+        headers={"Cache-Control": "no-store", "X-Accel-Buffering": "no"},
+        direct_passthrough=True,
+    )
@@ -49,10 +49,14 @@ class ValidationException(Exception):
 class Setting:
    """Base class of user settings"""

-    def __init__(self, default_value: t.Any, locked: bool = False):
+    def __init__(self, default_value: t.Any, locked: bool = False, secret: bool = False):
        super().__init__()
        self.value: t.Any = default_value
        self.locked: bool = locked
+        self.secret: bool = secret
+        """The value is a credential: it is not included in the preferences URL
+        (:py:obj:`Preferences.get_as_url_params`), which users copy around to
+        transfer or share their preferences."""

    def parse(self, data: str):
        """Parse ``data`` and store the result at ``self.value``
@@ -462,6 +466,27 @@ class Preferences:
                locked="doi_resolver" in self.cfg.lock,
                choices=DOI_RESOLVERS,
            ),
+            # empty values fall back to the administrator's defaults in the
+            # ai_summary: section (searx.ai_summary.SettingsAISummary)
+            'ai_summary_server': StringSetting(
+                "",
+                locked="ai_summary_server" in self.cfg.lock,
+            ),
+            'ai_summary_api_key': StringSetting(
+                "",
+                locked="ai_summary_api_key" in self.cfg.lock,
+                # a user's API key is only sent to a server the user configured
+                # themselves, and it is never part of the preferences URL
+                secret=True,
+            ),
+            'ai_summary_model': StringSetting(
+                "",
+                locked="ai_summary_model" in self.cfg.lock,
+            ),
+            'ai_summary_grounding': BooleanSetting(
+                get_setting("ai_summary").grounding,
+                locked="ai_summary_grounding" in self.cfg.lock,
+            ),
            'simple_style': EnumStringSetting(
                get_setting("ui.theme_args.simple_style"),
                locked="simple_style" in self.cfg.lock,
@@ -498,7 +523,7 @@ class Preferences:
        """Return preferences as URL parameters"""
        settings_kv = {}
        for k, v in self.key_value_settings.items():
-            if v.locked:
+            if v.locked or v.secret:
                continue
            if isinstance(v, MultipleChoiceSetting):
                settings_kv[k] = ','.join(v.get_value())
@@ -19,6 +19,7 @@ __all__ = [
    "EngineResults",
    "AnswerSet",
    "Answer",
+    "AiSummary",
    "Translations",
    "WeatherAnswer",
    "Code",
@@ -32,7 +33,7 @@ import typing as t
 import abc

 from ._base import Result, MainResult, LegacyResult
-from .answer import AnswerSet, Answer, Translations, WeatherAnswer
+from .answer import AnswerSet, Answer, AiSummary, Translations, WeatherAnswer
 from .keyvalue import KeyValue
 from .code import Code
 from .paper import Paper
@@ -49,6 +50,7 @@ class ResultList(list[Result | LegacyResult], abc.ABC):
        implemented)."""

        Answer = Answer
+        AiSummary = AiSummary
        KeyValue = KeyValue
        Code = Code
        Paper = Paper
@@ -14,6 +14,10 @@ template.
   :members:
   :show-inheritance:

+.. autoclass:: AiSummary
+   :members:
+   :show-inheritance:
+
 .. autoclass:: Translations
   :members:
   :show-inheritance:
@@ -29,7 +33,7 @@ template.
 # pylint: disable=too-few-public-methods


-__all__ = ["AnswerSet", "Answer", "Translations", "WeatherAnswer"]
+__all__ = ["AnswerSet", "Answer", "AiSummary", "Translations", "WeatherAnswer"]

 from flask_babel import gettext
 import msgspec
@@ -92,6 +96,28 @@ class Answer(BaseAnswer, kw_only=True):
        return hash(self.answer)


+class AiSummary(BaseAnswer, kw_only=True):
+    """Placeholder for an AI generated summary of the search query
+    (:py:obj:`searx.plugins.ai_summary`).  The summary itself is fetched
+    asynchronously by the client after the result page has been rendered."""
+
+    # The answers of an AnswerSet are sorted by their template name; this
+    # template sorts before the other answer templates, the AI summary is
+    # therefore rendered first in the answer area.
+    template: str = "answer/ai_summary.html"
+
+    query: str
+    """The search query the summary is generated for."""
+
+    grounding: bool = False
+    """Ground the summary on the search results (user's preference)."""
+
+    def __hash__(self):
+        """The hash value of field *query* is the hash value of the
+        :py:obj:`AiSummary` object."""
+        return hash(self.query)
+
+
 class Translations(BaseAnswer, kw_only=True):
    """Answer type with a list of translations.

@@ -255,11 +255,11 @@ class OnlineProcessor(EngineProcessor):
        except ssl.SSLError as e:
            # requests timeout (connect or read)
            self.handle_exception(result_container, e, suspend=True)
-            self.logger.error("SSLError {}, verify={}".format(e, searx.network.get_network(self.engine.name).verify))
+            self.logger.debug("SSLError {}, verify={}".format(e, searx.network.get_network(self.engine.name).verify))
        except (httpx.TimeoutException, asyncio.TimeoutError) as e:
            # requests timeout (connect or read)
            self.handle_exception(result_container, e, suspend=True)
-            self.logger.error(
+            self.logger.debug(
                "HTTP requests timeout (search duration : {0} s, timeout: {1} s) : {2}".format(
                    default_timer() - start_time, timeout_limit, e.__class__.__name__
                )
@@ -267,7 +267,7 @@ class OnlineProcessor(EngineProcessor):
        except (httpx.HTTPError, httpx.StreamError) as e:
            # other requests exception
            self.handle_exception(result_container, e, suspend=True)
-            self.logger.exception(
+            self.logger.debug(
                "requests exception (search duration : {0} s, timeout: {1} s) : {2}".format(
                    default_timer() - start_time, timeout_limit, e
                )
@@ -278,7 +278,7 @@ class OnlineProcessor(EngineProcessor):
            SearxEngineAccessDeniedException,
        ) as e:
            self.handle_exception(result_container, e, suspend=True)
-            self.logger.exception(e.message)
+            self.logger.debug(e.message)
        except Exception as e:  # pylint: disable=broad-except
            self.handle_exception(result_container, e)
-            self.logger.exception("exception : {0}".format(e))
+            self.logger.debug("exception : {0}".format(e))
@@ -42,12 +42,12 @@ search:
  safe_search: 0
  # Existing autocomplete backends: "360search", "baidu", "bing", "brave", "dbpedia", "duckduckgo", "google",
  # "yandex", "privacywall", "mwmbl", "naver", "seznam", "sogou", "startpage", "swisscows", "quark", "qwant",
-  # "wikipedia" - leave blank to turn it off by default.
-  autocomplete: ""
+  # "wikipedia" - set blank to turn it off by default.
+  autocomplete: "duckduckgo"
  # minimun characters to type before autocompleter starts
  autocomplete_min: 4
  # backend for the favicon near URL in search results.
-  # Available resolvers: "allesedv", "duckduckgo", "google", "yandex" - leave blank to turn it off by default.
+  # Available resolvers: "allesedv", "duckduckgo", "google", "kagi", "yandex" - leave blank to turn it off by default.
  favicon_resolver: ""
  # Default search language - leave blank to detect from browser information or
  # use codes from 'languages.py'
@@ -107,11 +107,10 @@ server:
  image_proxy: false
  # 1.0 and 1.1 are supported
  http_protocol_version: "1.0"
-  # POST queries are "more secure!" but are also the source of hard-to-locate
-  # annoyances, which is why GET may be better for end users and their browsers.
+  # POST keeps search queries out of the browsers history, but causes UX issues.
  # see https://github.com/searxng/searxng/pull/3619
  # Is overwritten by ${SEARXNG_METHOD}
-  method: "POST"
+  method: "GET"
  default_http_headers:
    X-Content-Type-Options: nosniff
    X-Download-Options: noopen
@@ -257,6 +256,9 @@ plugins:
  searx.plugins.tracker_url_remover.SXNGPlugin:
    active: true

+  searx.plugins.ai_summary.SXNGPlugin:
+    active: false
+

 # Configuration of the "Hostnames plugin":
 #
@@ -284,6 +286,34 @@ plugins:
 # '(.*\.)?youtu\.be$': 'yt.example.com'
 #

+# Configuration of the "AI Summary plugin", for more details see
+#   https://docs.searxng.org/admin/settings/settings_ai_summary.html
+#
+# ai_summary:
+#
+#   # Base URL of an OpenAI compatible LLM server (Ollama, vLLM, LM Studio,
+#   # llama.cpp, Hugging Face TGI, ...), used as the default for the
+#   # ai_summary_server preference.
+#   base_url: "http://127.0.0.1:11434"
+#
+#   # API key of the server above, if it requires authentication (e.g. vLLM or
+#   # llama.cpp with --api-key).  Sent as "Authorization: Bearer" and only to
+#   # base_url, never to a server configured by a user in the preferences.
+#   api_key: ""
+#
+#   # Default model; if empty, the first entry of models: is used.
+#   model: "llama3.2:3b"
+#
+#   # Models suggested to the user in the preferences; if empty, the list
+#   # is requested from the LLM server (GET /v1/models) at startup.
+#   models:
+#     - "llama3.2:3b"
+#     - "gemma3:4b"
+#
+#   # Ground summaries on the search results by default (users can still opt
+#   # in/out in their preferences).
+#   grounding: true
+

 categories_as_tabs:
  general:
@@ -853,28 +883,28 @@ engines:
    shortcut: dog
    dogpile_categ: search
    categories: general
-    disabled: true
+    inactive: true

  - name: dogpile images
    engine: dogpile
    shortcut: dogi
    dogpile_categ: images
    categories: images
-    disabled: true
+    inactive: true

  - name: dogpile videos
    engine: dogpile
    shortcut: dogv
    dogpile_categ: videos
    categories: videos
-    disabled: true
+    inactive: true

  - name: dogpile news
    engine: dogpile
    shortcut: dogn
    dogpile_categ: news
    categories: news
-    disabled: true
+    inactive: true

  # duckduckgo uses html.duckduckgo.com,
  # duckduckgo web uses duckduckgo.com
@@ -1411,6 +1441,12 @@ engines:
    shortcut: iq
    disabled: true

+  - name: jina
+    engine: jina
+    shortcut: ji
+    api_key: ""
+    inactive: true
+
  # - name: kagi
  #   engine: kagi
  #   categories: [general, web]
@@ -1461,6 +1497,12 @@ engines:
      description: "Demo index of Kavunka, a statistical search engine"
      results: HTML

+  - name: keenable
+    engine: keenable
+    shortcut: keen
+    disabled: true
+    inactive: true
+
  - name: kozmonavt
    engine: xpath
    search_url: https://kozmonavt.su/s?q={query}
@@ -2016,41 +2058,6 @@ engines:
    shortcut: poc
    disabled: true

-  - name: presearch
-    engine: presearch
-    search_type: search
-    categories: [general, web]
-    shortcut: ps
-    timeout: 4.0
-    disabled: true
-
-  - name: presearch images
-    engine: presearch
-    network: presearch
-    search_type: images
-    categories: [images, web]
-    timeout: 4.0
-    shortcut: psimg
-    disabled: true
-
-  - name: presearch videos
-    engine: presearch
-    network: presearch
-    search_type: videos
-    categories: [general, web]
-    timeout: 4.0
-    shortcut: psvid
-    disabled: true
-
-  - name: presearch news
-    engine: presearch
-    network: presearch
-    search_type: news
-    categories: [news, web]
-    timeout: 4.0
-    shortcut: psnews
-    disabled: true
-
  - name: pub.dev
    engine: xpath
    shortcut: pd
@@ -2176,12 +2183,6 @@ engines:
      require_api_key: false
      results: JSON

-  - name: reddit
-    engine: reddit
-    shortcut: re
-    page_size: 25
-    disabled: true
-
  - name: reuters
    engine: reuters
    shortcut: reu
@@ -2614,6 +2615,16 @@ engines:
    shortcut: ydi
    disabled: true

+  - name: yandex api
+    engine: yandex_api
+    categories: [general, web]
+    shortcut: yda
+    inactive: true
+    # api_key: ""
+    # folder_id: ""
+    # search_type: SEARCH_TYPE_COM
+    # l10n: LOCALIZATION_EN
+
  - name: yandex music
    engine: yandex_music
    network: yandex
@@ -3296,6 +3307,14 @@ engines:
  #   brave_category: goggles
  #   Goggles: # required! This should be a URL ending in .goggle

+  - name: exaapi
+    engine: exaapi
+    shortcut: exa
+    api_key: ""
+    search_type: auto
+    content_mode: highlights
+    inactive: true
+
  - name: lib.rs
    shortcut: lrs
    engine: lib_rs
@@ -13,6 +13,7 @@ from os.path import dirname, abspath
 import msgspec

 from typing_extensions import override
+from .ai_summary import SettingsAISummary
 from .brand import SettingsBrand
 from .sxng_locales import sxng_locales
 from ._settings import SettingsPref
@@ -192,7 +193,7 @@ SCHEMA: dict[str, t.Any] = {
    'brand': SettingsBrand,
    'search': {
        'safe_search': SettingsValue((0, 1, 2), 0),
-        'autocomplete': SettingsValue(str, ''),
+        'autocomplete': SettingsValue(str, 'duckduckgo'),
        'autocomplete_min': SettingsValue(int, 4),
        'favicon_resolver': SettingsValue(str, ''),
        'default_lang': SettingsValue(tuple(SXNG_LOCALE_TAGS + ['']), ''),
@@ -219,7 +220,7 @@ SCHEMA: dict[str, t.Any] = {
        'base_url': SettingsValue((False, str), False, 'SEARXNG_BASE_URL'),
        'image_proxy': SettingsValue(bool, False, 'SEARXNG_IMAGE_PROXY'),
        'http_protocol_version': SettingsValue(('1.0', '1.1'), '1.0'),
-        'method': SettingsValue(('POST', 'GET'), 'POST', 'SEARXNG_METHOD'),
+        'method': SettingsValue(('POST', 'GET'), 'GET', 'SEARXNG_METHOD'),
        'default_http_headers': SettingsValue(dict, {}),
    },
    # redis is deprecated ..
@@ -267,6 +268,7 @@ SCHEMA: dict[str, t.Any] = {
        'networks': {},
    },
    'plugins': SettingsValue(dict, {}),
+    'ai_summary': SettingsAISummary,
    'categories_as_tabs': SettingsValue(dict, CATEGORIES_AS_TABS),
    'engines': SettingsValue(list, []),
    'doi_resolvers': {},
@@ -0,0 +1,2 @@
+import{i as e,n as t,t as n}from"../sxng-core.min.js";import{t as r}from"./DK4yUVpy.min.js";var i=async(i,a)=>{try{let o=await(await n(`GET`,`./autocompleter?q=${a}`)).json(),s=document.querySelector(`.autocomplete`);r(s);let c=document.querySelector(`.autocomplete ul`);if(r(c),s.classList.add(`open`),c.replaceChildren(),o?.[1]?.length===0){let t=Object.assign(document.createElement(`li`),{className:`no-item-found`,textContent:e.translations?.no_item_found??`No results found`});c.append(t);return}let l=new DocumentFragment;for(let e of o[1]){let n=Object.assign(document.createElement(`li`),{textContent:e});t(`mousedown`,n,()=>{i.value=e,document.querySelector(`#search`)?.submit()}),l.append(n)}c.append(l)}catch(e){console.error(`Error fetching autocomplete results:`,e)}},a=document.getElementById(`q`);r(a);var o;t(`input`,a,()=>{clearTimeout(o);let t=a.value,n=e.autocomplete_min??2;t.length<n||(o=window.setTimeout(async()=>{t===a.value&&await i(a,t)},300))});var s=document.querySelector(`.autocomplete`),c=document.querySelector(`.autocomplete ul`);c&&(t(`keydown`,a,e=>{e.key===`Escape`&&s?.classList.remove(`open`)}),t(`keyup`,a,e=>{let t=[...c.children],n=t.findIndex(e=>e.classList.contains(`active`)),r=-1;switch(e.key){case`ArrowUp`:{let e=t[n];e&&n>=0&&e.classList.remove(`active`),r=(n-1+t.length)%t.length;break}case`ArrowDown`:{let e=t[n];e&&n>=0&&e.classList.remove(`active`),r=(n+1)%t.length;break}case`Enter`:s&&s.classList.remove(`open`);break;default:break}if(r!==-1){let e=t[r];if(e&&(e.classList.add(`active`),!e.classList.contains(`no-item-found`))){let t=document.getElementById(`q`);t&&(t.value=e.textContent??``)}}}),t(`blur`,a,()=>{s?.classList.remove(`open`)}),t(`focus`,a,()=>{s?.classList.add(`open`)}));
+//# sourceMappingURL=C21EfLAC.min.js.map
@@ -0,0 +1,4 @@
+import{a as e,i as t}from"../sxng-core.min.js";import{t as n}from"./DK4yUVpy.min.js";var r=5,i=12,a=300,o=1e3,s=class s extends e{messages=[];context=[];controller;constructor(){super(`ai_summary`)}async run(){let e=document.getElementById(`ai_summary`);if(e)try{let{query:t}=e.dataset;if(!t)return;e.dataset.grounding===`1`&&(this.context=s.collectContext()),this.wireControls(e),this.messages.push({role:`user`,content:t}),await this.exchange(e)}catch(t){s.showError(e,t)}}async post(){}static collectContext(){let e=[];for(let t of document.querySelectorAll(`#urls article.result`)){if(e.length>=r)break;let n=t.querySelector(`h3 a`);n&&e.push({title:(n.textContent??``).trim().slice(0,a),url:n.href,snippet:(t.querySelector(`.content`)?.textContent??``).trim().slice(0,o)})}return e}wireControls(e){let t=e.querySelector(`.ai-summary-body`),r=e.querySelector(`.ai-summary-more`),a=e.querySelector(`.ai-summary-followup`);n(t),n(r),n(a),r.addEventListener(`click`,()=>{let e=t.classList.toggle(`collapsed`);r.textContent=e?r.dataset.btnTextCollapsed??``:r.dataset.btnTextNotCollapsed??``,a.classList.toggle(`invisible`,e)}),a.addEventListener(`submit`,t=>{t.preventDefault();let r=a.querySelector(`input`);n(r);let o=r.value.trim();if(!o||this.controller)return;r.value=``,this.messages.push({role:`user`,content:o}),this.messages.splice(0,this.messages.length-(i-1));let s=Object.assign(document.createElement(`p`),{textContent:o,className:`ai-summary-question`});e.querySelector(`.ai-summary-answers`)?.append(s),this.exchange(e)})}async exchange(e){let t=e.querySelector(`.ai-summary-answers`);n(t);let r=Object.assign(document.createElement(`p`),{className:`ai-summary-content typing`});t.append(r);let i=new AbortController;this.controller=i;let a=``,o=t=>{if(!t.trim())return;let n=JSON.parse(t);if(n.error)throw Error(n.error);if(n.delta&&(a+=n.delta,r.textContent=a,this.updateMoreButton(e)),n.done&&n.model){let t=e.querySelector(`.ai-summary-model`);t&&(t.textContent=n.model)}};try{let e=await fetch(`./ai_summary`,{method:`POST`,headers:{"Content-Type":`application/json`},body:JSON.stringify({messages:this.messages,context:this.context}),signal:i.signal});if(!e.ok)throw Error(`HTTP ${e.status}`);if(e.body){let t=e.body.getReader(),n=new TextDecoder,r=``;for(;;){let{done:e,value:i}=await t.read();if(e)break;r+=n.decode(i,{stream:!0});let a=r.split(`
+`);r=a.pop()??``;for(let e of a)o(e)}o(r)}else{let t=await e.text();for(let e of t.split(`
+`))o(e)}this.messages.push({role:`assistant`,content:a})}catch(t){s.showError(e,t)}finally{r.classList.remove(`typing`),this.controller=void 0,this.updateMoreButton(e)}}static showError(e,n){console.error(`Error loading AI summary:`,n);let r=t.translations?.error_loading_ai_summary??`Error loading the AI summary`,i=n instanceof Error&&n.message?` (${n.message})`:``,a=Object.assign(document.createElement(`div`),{textContent:`${r}${i}`,className:`dialog-error`});a.setAttribute(`role`,`alert`),(e.querySelector(`.ai-summary-answers`)??e).append(a)}updateMoreButton(e){let t=e.querySelector(`.ai-summary-body`),n=e.querySelector(`.ai-summary-more`);t&&n&&(!t.classList.contains(`collapsed`)||t.scrollHeight>t.clientHeight+4)&&n.classList.remove(`invisible`)}};export{s as default};
+//# sourceMappingURL=DBBLNmaq.min.js.map
@@ -1,2 +0,0 @@
-import{i as e,n as t,t as n}from"../sxng-core.min.js";import{t as r}from"./DK4yUVpy.min.js";var i=async(i,a)=>{try{let o;o=e.method===`GET`?await n(`GET`,`./autocompleter?q=${a}`):await n(`POST`,`./autocompleter`,{body:new URLSearchParams({q:a})});let s=await o.json(),c=document.querySelector(`.autocomplete`);r(c);let l=document.querySelector(`.autocomplete ul`);if(r(l),c.classList.add(`open`),l.replaceChildren(),s?.[1]?.length===0){let t=Object.assign(document.createElement(`li`),{className:`no-item-found`,textContent:e.translations?.no_item_found??`No results found`});l.append(t);return}let u=new DocumentFragment;for(let e of s[1]){let n=Object.assign(document.createElement(`li`),{textContent:e});t(`mousedown`,n,()=>{i.value=e,document.querySelector(`#search`)?.submit()}),u.append(n)}l.append(u)}catch(e){console.error(`Error fetching autocomplete results:`,e)}},a=document.getElementById(`q`);r(a);var o;t(`input`,a,()=>{clearTimeout(o);let t=a.value,n=e.autocomplete_min??2;t.length<n||(o=window.setTimeout(async()=>{t===a.value&&await i(a,t)},300))});var s=document.querySelector(`.autocomplete`),c=document.querySelector(`.autocomplete ul`);c&&(t(`keydown`,a,e=>{e.key===`Escape`&&s?.classList.remove(`open`)}),t(`keyup`,a,e=>{let t=[...c.children],n=t.findIndex(e=>e.classList.contains(`active`)),r=-1;switch(e.key){case`ArrowUp`:{let e=t[n];e&&n>=0&&e.classList.remove(`active`),r=(n-1+t.length)%t.length;break}case`ArrowDown`:{let e=t[n];e&&n>=0&&e.classList.remove(`active`),r=(n+1)%t.length;break}case`Enter`:s&&s.classList.remove(`open`);break;default:break}if(r!==-1){let e=t[r];if(e&&(e.classList.add(`active`),!e.classList.contains(`no-item-found`))){let t=document.getElementById(`q`);t&&(t.value=e.textContent??``)}}}),t(`blur`,a,()=>{s?.classList.remove(`open`)}),t(`focus`,a,()=>{s?.classList.add(`open`)}));
-//# sourceMappingURL=DvCYLbJr.min.js.map
@@ -19,6 +19,7 @@
      "src/js/plugin/MapView.ts",
      "src/js/plugin/InfiniteScroll.ts",
      "src/js/plugin/Calculator.ts",
+      "src/js/plugin/AiSummary.ts",
      "src/js/main/keyboard.ts",
      "src/js/main/search.ts",
      "src/js/main/autocomplete.ts",
@@ -27,7 +28,7 @@
    ]
  },
  "src/js/main/autocomplete.ts": {
-    "file": "chunk/DvCYLbJr.min.js",
+    "file": "chunk/C21EfLAC.min.js",
    "name": "autocomplete",
    "src": "src/js/main/autocomplete.ts",
    "isDynamicEntry": true,
@@ -76,6 +77,16 @@
      "_DcK-mo-Y.min.js"
    ]
  },
+  "src/js/plugin/AiSummary.ts": {
+    "file": "chunk/DBBLNmaq.min.js",
+    "name": "aisummary",
+    "src": "src/js/plugin/AiSummary.ts",
+    "isDynamicEntry": true,
+    "imports": [
+      "src/js/index.ts",
+      "_DK4yUVpy.min.js"
+    ]
+  },
  "src/js/plugin/Calculator.ts": {
    "file": "chunk/C8c7HJzp.min.js",
    "name": "calculator",
@@ -1,3 +1,3 @@
-const __vite__mapDeps=(i,m=__vite__mapDeps,d=(m.f||(m.f=["./chunk/BnnvKC7b.min.js","./sxng-mapview.min.css","./chunk/DpvWr1cn.min.js","./chunk/DK4yUVpy.min.js","./chunk/DcK-mo-Y.min.js","./chunk/C8c7HJzp.min.js","./chunk/C93hSkpT.min.js","./chunk/5Ako-qGW.min.js","./chunk/DvCYLbJr.min.js","./chunk/od7pNHfk.min.js","./chunk/e2-9fzwE.min.js"])))=>i.map(i=>d[i]);
-var e=class{id;constructor(e){this.id=e,queueMicrotask(()=>this.invoke())}async invoke(){try{console.debug(`[PLUGIN] ${this.id}: Running...`);let e=await this.run();if(!e)return;console.debug(`[PLUGIN] ${this.id}: Running post-exec...`),await this.post(e)}catch(e){console.error(`[PLUGIN] ${this.id}:`,e)}finally{console.debug(`[PLUGIN] ${this.id}: Done.`)}}},t={index:`index`,results:`results`,preferences:`preferences`,unknown:`unknown`},n={closeDetail:void 0,scrollPageToSelected:void 0,selectImage:void 0,selectNext:void 0,selectPrevious:void 0},r=()=>{let e=document.querySelector(`meta[name="endpoint"]`)?.getAttribute(`content`);return e&&e in t?e:t.unknown},i=()=>{let e=document.querySelector(`script[client_settings]`)?.getAttribute(`client_settings`);if(!e)return{};try{return JSON.parse(atob(e))}catch(e){return console.error(`Failed to load client_settings:`,e),{}}},a=async(e,t,n)=>{let r=new AbortController,i=setTimeout(()=>r.abort(),n?.timeout??3e4),a=await fetch(t,{body:n?.body,method:e,signal:r.signal}).finally(()=>clearTimeout(i));if(!a.ok)throw Error(a.statusText);return a},o=(e,t,n,r)=>{if(typeof t!=`string`){t.addEventListener(e,n,r);return}document.addEventListener(e,e=>{for(let r of e.composedPath())if(r instanceof HTMLElement&&r.matches(t)){try{n.call(r,e)}catch(e){console.error(e)}break}},r)},s=(e,t)=>{for(let e of t?.on??[])if(!e)return;document.readyState===`loading`?o(`DOMContentLoaded`,document,e,{once:!0}):e()},c=r(),l=i(),u=(e,t)=>{d(t)&&e()},d=e=>{switch(e.on){case`global`:return!0;case`endpoint`:return!!e.where.includes(c)}},f=`modulepreload`,p=function(e,t){return new URL(e,t).href},m={},h=function(e,t,n){let r=Promise.resolve();if(t&&t.length>0){let e=document.getElementsByTagName(`link`),i=document.querySelector(`meta[property=csp-nonce]`),a=i?.nonce||i?.getAttribute(`nonce`);function o(e){return Promise.all(e.map(e=>Promise.resolve(e).then(e=>({status:`fulfilled`,value:e}),e=>({status:`rejected`,reason:e}))))}function s(e){return import.meta.resolve?import.meta.resolve(e):new URL(e,import.meta.url).href}r=o(t.map(t=>{if(t=p(t,n),t=s(t),t in m)return;m[t]=!0;let r=t.endsWith(`.css`);for(let n=e.length-1;n>=0;n--){let i=e[n];if(i.href===t&&(!r||i.rel===`stylesheet`))return}let i=document.createElement(`link`);if(i.rel=r?`stylesheet`:f,r||(i.as=`script`),i.crossOrigin=``,i.href=t,a&&i.setAttribute(`nonce`,a),document.head.appendChild(i),r)return new Promise((e,n)=>{i.addEventListener(`load`,e),i.addEventListener(`error`,()=>n(Error(`Unable to preload CSS for ${t}`)))})}))}function i(e){let t=new Event(`vite:preloadError`,{cancelable:!0});if(t.payload=e,window.dispatchEvent(t),!t.defaultPrevented)throw e}return r.then(t=>{for(let e of t||[])e.status===`rejected`&&i(e.reason);return e().catch(i)})};s(()=>{document.documentElement.classList.remove(`no-js`),document.documentElement.classList.add(`js`),o(`click`,`.close`,function(){this.parentNode?.classList.add(`invisible`)}),o(`click`,`.searxng_init_map`,async function(e){e.preventDefault(),this.classList.remove(`searxng_init_map`),u(()=>h(async()=>{let{default:e}=await import(`./chunk/BnnvKC7b.min.js`);return{default:e}},__vite__mapDeps([0,1]),import.meta.url).then(({default:e})=>new e(this)),{on:`endpoint`,where:[t.results]})}),l.plugins?.includes(`infiniteScroll`)&&u(()=>h(async()=>{let{default:e}=await import(`./chunk/DpvWr1cn.min.js`);return{default:e}},__vite__mapDeps([2,3,4]),import.meta.url).then(({default:e})=>new e),{on:`endpoint`,where:[t.results]}),l.plugins?.includes(`calculator`)&&u(()=>h(async()=>{let{default:e}=await import(`./chunk/C8c7HJzp.min.js`);return{default:e}},__vite__mapDeps([5,4,3]),import.meta.url).then(({default:e})=>new e),{on:`endpoint`,where:[t.results]})}),s(()=>{h(()=>import(`./chunk/C93hSkpT.min.js`),__vite__mapDeps([6,3]),import.meta.url),h(()=>import(`./chunk/5Ako-qGW.min.js`),__vite__mapDeps([7,4,3]),import.meta.url),l.autocomplete&&h(()=>import(`./chunk/DvCYLbJr.min.js`),__vite__mapDeps([8,3]),import.meta.url)},{on:[c===t.index]}),s(()=>{h(()=>import(`./chunk/C93hSkpT.min.js`),__vite__mapDeps([6,3]),import.meta.url),h(()=>import(`./chunk/od7pNHfk.min.js`),__vite__mapDeps([9,3]),import.meta.url),h(()=>import(`./chunk/5Ako-qGW.min.js`),__vite__mapDeps([7,4,3]),import.meta.url),l.autocomplete&&h(()=>import(`./chunk/DvCYLbJr.min.js`),__vite__mapDeps([8,3]),import.meta.url)},{on:[c===t.results]}),s(()=>{h(()=>import(`./chunk/e2-9fzwE.min.js`),__vite__mapDeps([10,3]),import.meta.url)},{on:[c===t.preferences]});export{e as a,l as i,o as n,n as r,a as t};
+const __vite__mapDeps=(i,m=__vite__mapDeps,d=(m.f||(m.f=["./chunk/BnnvKC7b.min.js","./sxng-mapview.min.css","./chunk/DpvWr1cn.min.js","./chunk/DK4yUVpy.min.js","./chunk/DcK-mo-Y.min.js","./chunk/C8c7HJzp.min.js","./chunk/DBBLNmaq.min.js","./chunk/C93hSkpT.min.js","./chunk/5Ako-qGW.min.js","./chunk/C21EfLAC.min.js","./chunk/od7pNHfk.min.js","./chunk/e2-9fzwE.min.js"])))=>i.map(i=>d[i]);
+var e=class{id;constructor(e){this.id=e,queueMicrotask(()=>this.invoke())}async invoke(){try{console.debug(`[PLUGIN] ${this.id}: Running...`);let e=await this.run();if(!e)return;console.debug(`[PLUGIN] ${this.id}: Running post-exec...`),await this.post(e)}catch(e){console.error(`[PLUGIN] ${this.id}:`,e)}finally{console.debug(`[PLUGIN] ${this.id}: Done.`)}}},t={index:`index`,results:`results`,preferences:`preferences`,unknown:`unknown`},n={closeDetail:void 0,scrollPageToSelected:void 0,selectImage:void 0,selectNext:void 0,selectPrevious:void 0},r=()=>{let e=document.querySelector(`meta[name="endpoint"]`)?.getAttribute(`content`);return e&&e in t?e:t.unknown},i=()=>{let e=document.querySelector(`script[client_settings]`)?.getAttribute(`client_settings`);if(!e)return{};try{return JSON.parse(atob(e))}catch(e){return console.error(`Failed to load client_settings:`,e),{}}},a=async(e,t,n)=>{let r=new AbortController,i=setTimeout(()=>r.abort(),n?.timeout??3e4),a=await fetch(t,{body:n?.body,method:e,signal:r.signal}).finally(()=>clearTimeout(i));if(!a.ok)throw Error(a.statusText);return a},o=(e,t,n,r)=>{if(typeof t!=`string`){t.addEventListener(e,n,r);return}document.addEventListener(e,e=>{for(let r of e.composedPath())if(r instanceof HTMLElement&&r.matches(t)){try{n.call(r,e)}catch(e){console.error(e)}break}},r)},s=(e,t)=>{for(let e of t?.on??[])if(!e)return;document.readyState===`loading`?o(`DOMContentLoaded`,document,e,{once:!0}):e()},c=r(),l=i(),u=(e,t)=>{d(t)&&e()},d=e=>{switch(e.on){case`global`:return!0;case`endpoint`:return!!e.where.includes(c)}},f=`modulepreload`,p=function(e,t){return new URL(e,t).href},m={},h=function(e,t,n){let r=Promise.resolve();if(t&&t.length>0){let e=document.getElementsByTagName(`link`),i=document.querySelector(`meta[property=csp-nonce]`),a=i?.nonce||i?.getAttribute(`nonce`);function o(e){return Promise.all(e.map(e=>Promise.resolve(e).then(e=>({status:`fulfilled`,value:e}),e=>({status:`rejected`,reason:e}))))}function s(e){return import.meta.resolve?import.meta.resolve(e):new URL(e,import.meta.url).href}r=o(t.map(t=>{if(t=p(t,n),t=s(t),t in m)return;m[t]=!0;let r=t.endsWith(`.css`);for(let n=e.length-1;n>=0;n--){let i=e[n];if(i.href===t&&(!r||i.rel===`stylesheet`))return}let i=document.createElement(`link`);if(i.rel=r?`stylesheet`:f,r||(i.as=`script`),i.crossOrigin=``,i.href=t,a&&i.setAttribute(`nonce`,a),document.head.appendChild(i),r)return new Promise((e,n)=>{i.addEventListener(`load`,e),i.addEventListener(`error`,()=>n(Error(`Unable to preload CSS for ${t}`)))})}))}function i(e){let t=new Event(`vite:preloadError`,{cancelable:!0});if(t.payload=e,window.dispatchEvent(t),!t.defaultPrevented)throw e}return r.then(t=>{for(let e of t||[])e.status===`rejected`&&i(e.reason);return e().catch(i)})};s(()=>{document.documentElement.classList.remove(`no-js`),document.documentElement.classList.add(`js`),o(`click`,`.close`,function(){this.parentNode?.classList.add(`invisible`)}),o(`click`,`.searxng_init_map`,async function(e){e.preventDefault(),this.classList.remove(`searxng_init_map`),u(()=>h(async()=>{let{default:e}=await import(`./chunk/BnnvKC7b.min.js`);return{default:e}},__vite__mapDeps([0,1]),import.meta.url).then(({default:e})=>new e(this)),{on:`endpoint`,where:[t.results]})}),l.plugins?.includes(`infiniteScroll`)&&u(()=>h(async()=>{let{default:e}=await import(`./chunk/DpvWr1cn.min.js`);return{default:e}},__vite__mapDeps([2,3,4]),import.meta.url).then(({default:e})=>new e),{on:`endpoint`,where:[t.results]}),l.plugins?.includes(`calculator`)&&u(()=>h(async()=>{let{default:e}=await import(`./chunk/C8c7HJzp.min.js`);return{default:e}},__vite__mapDeps([5,4,3]),import.meta.url).then(({default:e})=>new e),{on:`endpoint`,where:[t.results]}),l.plugins?.includes(`ai_summary`)&&u(()=>h(async()=>{let{default:e}=await import(`./chunk/DBBLNmaq.min.js`);return{default:e}},__vite__mapDeps([6,3]),import.meta.url).then(({default:e})=>new e),{on:`endpoint`,where:[t.results]})}),s(()=>{h(()=>import(`./chunk/C93hSkpT.min.js`),__vite__mapDeps([7,3]),import.meta.url),h(()=>import(`./chunk/5Ako-qGW.min.js`),__vite__mapDeps([8,4,3]),import.meta.url),l.autocomplete&&h(()=>import(`./chunk/C21EfLAC.min.js`),__vite__mapDeps([9,3]),import.meta.url)},{on:[c===t.index]}),s(()=>{h(()=>import(`./chunk/C93hSkpT.min.js`),__vite__mapDeps([7,3]),import.meta.url),h(()=>import(`./chunk/od7pNHfk.min.js`),__vite__mapDeps([10,3]),import.meta.url),h(()=>import(`./chunk/5Ako-qGW.min.js`),__vite__mapDeps([8,4,3]),import.meta.url),l.autocomplete&&h(()=>import(`./chunk/C21EfLAC.min.js`),__vite__mapDeps([9,3]),import.meta.url)},{on:[c===t.results]}),s(()=>{h(()=>import(`./chunk/e2-9fzwE.min.js`),__vite__mapDeps([11,3]),import.meta.url)},{on:[c===t.preferences]});export{e as a,l as i,o as n,n as r,a as t};
 //# sourceMappingURL=sxng-core.min.js.map
@@ -15,8 +15,10 @@ sxng_locales = (
    ('bg', 'Български', '', 'Bulgarian', '\U0001f310'),
    ('bg-BG', 'Български', 'България', 'Bulgarian', '\U0001f1e7\U0001f1ec'),
    ('ca', 'Català', '', 'Catalan', '\U0001f310'),
+    ('ca-ES', 'Català', 'Espanya', 'Catalan', '\U0001f1ea\U0001f1f8'),
    ('cs', 'Čeština', '', 'Czech', '\U0001f310'),
    ('cs-CZ', 'Čeština', 'Česko', 'Czech', '\U0001f1e8\U0001f1ff'),
+    ('cy', 'Cymraeg', '', 'Welsh', '\U0001f310'),
    ('da', 'Dansk', '', 'Danish', '\U0001f310'),
    ('da-DK', 'Dansk', 'Danmark', 'Danish', '\U0001f1e9\U0001f1f0'),
    ('de', 'Deutsch', '', 'German', '\U0001f310'),
@@ -49,6 +51,7 @@ sxng_locales = (
    ('es-VE', 'Español', 'Venezuela', 'Spanish', '\U0001f1fb\U0001f1ea'),
    ('et', 'Eesti', '', 'Estonian', '\U0001f310'),
    ('et-EE', 'Eesti', 'Eesti', 'Estonian', '\U0001f1ea\U0001f1ea'),
+    ('fa', 'فارسی', '', 'Persian', '\U0001f310'),
    ('fi', 'Suomi', '', 'Finnish', '\U0001f310'),
    ('fi-FI', 'Suomi', 'Suomi', 'Finnish', '\U0001f1eb\U0001f1ee'),
    ('fil', 'Filipino', '', 'Filipino', '\U0001f310'),
@@ -74,6 +77,10 @@ sxng_locales = (
    ('ja-JP', '日本語', '日本', 'Japanese', '\U0001f1ef\U0001f1f5'),
    ('ko', '한국어', '', 'Korean', '\U0001f310'),
    ('ko-KR', '한국어', '대한민국', 'Korean', '\U0001f1f0\U0001f1f7'),
+    ('lt', 'Lietuvių', '', 'Lithuanian', '\U0001f310'),
+    ('lt-LT', 'Lietuvių', 'Lietuva', 'Lithuanian', '\U0001f1f1\U0001f1f9'),
+    ('lv', 'Latviešu', '', 'Latvian', '\U0001f310'),
+    ('lv-LV', 'Latviešu', 'Latvija', 'Latvian', '\U0001f1f1\U0001f1fb'),
    ('mi', 'Māori', '', 'Māori', '\U0001f310'),
    ('mi-NZ', 'Māori', 'Aotearoa', 'Māori', '\U0001f1f3\U0001f1ff'),
    ('nb', 'Norsk Bokmål', '', 'Norwegian Bokmål', '\U0001f310'),
@@ -93,6 +100,9 @@ sxng_locales = (
    ('ru', 'Русский', '', 'Russian', '\U0001f310'),
    ('ru-RU', 'Русский', 'Россия', 'Russian', '\U0001f1f7\U0001f1fa'),
    ('sk', 'Slovenčina', '', 'Slovak', '\U0001f310'),
+    ('sk-SK', 'Slovenčina', 'Slovensko', 'Slovak', '\U0001f1f8\U0001f1f0'),
+    ('sl', 'Slovenščina', '', 'Slovenian', '\U0001f310'),
+    ('sl-SI', 'Slovenščina', 'Slovenija', 'Slovenian', '\U0001f1f8\U0001f1ee'),
    ('sq', 'Shqip', '', 'Albanian', '\U0001f310'),
    ('sv', 'Svenska', '', 'Swedish', '\U0001f310'),
    ('sv-FI', 'Svenska', 'Finland', 'Swedish', '\U0001f1eb\U0001f1ee'),
@@ -102,6 +112,7 @@ sxng_locales = (
    ('tr', 'Türkçe', '', 'Turkish', '\U0001f310'),
    ('tr-TR', 'Türkçe', 'Türkiye', 'Turkish', '\U0001f1f9\U0001f1f7'),
    ('uk', 'Українська', '', 'Ukrainian', '\U0001f310'),
+    ('uk-UA', 'Українська', 'Україна', 'Ukrainian', '\U0001f1fa\U0001f1e6'),
    ('vi', 'Tiếng Việt', '', 'Vietnamese', '\U0001f310'),
    ('vi-VN', 'Tiếng Việt', 'Việt Nam', 'Vietnamese', '\U0001f1fb\U0001f1f3'),
    ('zh', '中文', '', 'Chinese', '\U0001f310'),
@@ -0,0 +1,19 @@
+<div id="ai_summary" class="ai-summary hide_if_nojs" {{- ' ' -}}
+     data-query="{{ answer.query }}" {{- ' ' -}}
+     data-grounding="{{ '1' if answer.grounding else '0' }}">{{- '' -}}
+  <div class="ai-summary-header">{{- '' -}}
+    <span class="ai-summary-title">{{ _('AI Summary') }}</span>{{- '' -}}
+    <span class="ai-summary-model"></span>{{- '' -}}
+  </div>{{- '' -}}
+  <div class="ai-summary-body collapsed">{{- '' -}}
+    <div class="ai-summary-answers" aria-live="polite"></div>{{- '' -}}
+  </div>{{- '' -}}
+  <button type="button" class="ai-summary-more invisible" {{- ' ' -}}
+          data-btn-text-collapsed="{{ _('More') }}" {{- ' ' -}}
+          data-btn-text-not-collapsed="{{ _('Less') }}">{{ _('More') }}</button>{{- '' -}}
+  <form class="ai-summary-followup invisible">{{- '' -}}
+    <input type="text" placeholder="{{ _('Ask a follow-up question') }}" autocomplete="off" maxlength="2048">{{- '' -}}
+    <button type="submit">{{ _('Ask') }}</button>{{- '' -}}
+  </form>{{- '' -}}
+  <p class="ai-summary-disclaimer">{{ _('Generated by AI — may contain mistakes.') }}</p>{{- '' -}}
+</div>
@@ -4,7 +4,7 @@
    <div class="wrapper">
      {%- for output_type in search_formats -%}
        <div class="left">
-          <form method="{{ method or 'POST' }}" action="{{ url_for('search') }}">
+          <form method="{{ method }}" action="{{ url_for('search') }}">
            <input type="hidden" name="q" value="{{ q|e }}">
            {%- for category in selected_categories -%}
              <input type="hidden" name="category_{{ category }}" value="1">
@@ -2,7 +2,7 @@
      <h4 id="corrections-title">{{ _('Try searching for:') }}</h4>
      {% for correction in corrections %}
      <div class="left">
-	      <form method="{{ method or 'POST' }}" action="{{ url_for('search') }}" role="navigation">
+	      <form method="{{ method }}" action="{{ url_for('search') }}" role="navigation">
          {% for category in selected_categories %}
          <input type="hidden" name="category_{{ category }}" value="1">
          {% endfor %}
@@ -31,7 +31,7 @@
        <div>
          <h3><bdi>{{ topic.name }}</bdi></h3>
          {%- for suggestion in topic.suggestions -%}
-            <form method="{{ method or 'POST' }}" action="{{ url_for('search') }}">
+            <form method="{{ method }}" action="{{ url_for('search') }}">
              <input type="hidden" name="q" value="{{ suggestion }}">
              <input type="hidden" name="time_range" value="{{ time_range }}">
              <input type="hidden" name="language" value="{{ current_language }}">
@@ -3,7 +3,7 @@
    <summary class="title" id="suggestions-title">{{ _('Suggestions') }}</summary>
    <ul class="wrapper">
      {%- for suggestion in suggestions -%}
-      <li><form method="{{ method or 'POST' }}" action="{{ url_for('search') }}">
+      <li><form method="{{ method }}" action="{{ url_for('search') }}">
          <input type="hidden" name="q" value="{{ suggestion.url }}">
          {%- for category in selected_categories -%}
            <input type="hidden" name="category_{{ category }}" value="1">
@@ -13,9 +13,9 @@
  </Url>
  {% endif %}
  {% if autocomplete %}
-    <Url rel="suggestions" type="application/x-suggestions+json" method="{{ opensearch_method }}" template="{{ url_for('autocompleter', _external=True) }}?q={searchTerms}"/>
+    <Url rel="suggestions" type="application/x-suggestions+json" method="GET" template="{{ url_for('autocompleter', _external=True) }}?q={searchTerms}"/>
  {% endif %}
-  <Url rel="self" type="application/opensearchdescription+xml"  method="{{ opensearch_method }}" template="{{ url_for('opensearch', _external=True) }}" />
+  <Url rel="self" type="application/opensearchdescription+xml" template="{{ url_for('opensearch', _external=True) }}" />
  <Query role="example" searchTerms="SearXNG" />
  <moz:SearchForm>{{ url_for('search', _external=True) }}</moz:SearchForm>
 </OpenSearchDescription>
@@ -249,6 +249,18 @@
    {%- endif -%}
    {{- tab_footer() -}}

+    {# tab: ai #}
+
+    {#- the tab is only shown when the administrator activated the plugin in
+        settings.yml, an instance without an AI summary has no AI tab -#}
+    {%- if 'ai_summary' in plugins_active_by_default
+           and plugins_storage | selectattr('preference_section', 'equalto', 'ai') | list -%}
+      {{- tab_header('maintab', 'ai', _('AI Summary')) -}}
+      {{- plugin_preferences('ai') -}}
+      {%- include 'simple/preferences/ai_summary.html' -%}
+      {{- tab_footer() -}}
+    {%- endif -%}
+
    {# tab: cookies #}

    {{- tab_header('maintab', 'cookies', _('Cookies')) -}}
@@ -0,0 +1,72 @@
+{%- if 'ai_summary_server' not in locked_preferences -%}
+<fieldset>{{- '' -}}
+  <legend id="pref_ai_summary_server">{{- _('AI server URL') -}}</legend>{{- '' -}}
+  <div class="value">{{- '' -}}
+    <input name="ai_summary_server" aria-labelledby="pref_ai_summary_server" type="text"
+           autocomplete="off" spellcheck="false" autocorrect="off"
+           placeholder="{{ ai_summary_default_server or 'http://127.0.0.1:11434' }}"
+           value="{{ preferences.get_value('ai_summary_server') }}">{{- '' -}}
+  </div>{{- '' -}}
+  <div class="description">
+    {{- _('URL of the OpenAI compatible LLM server that generates the summaries (e.g. Ollama, LM Studio, vLLM), e.g. http://192.168.1.10:11434.') -}}
+    {{- ' ' -}}
+    {%- if ai_summary_default_server -%}
+      {{- _('Leave empty to use the default of this instance.') -}}
+    {%- endif -%}
+  </div>{{- '' -}}
+</fieldset>{{- '' -}}
+{%- endif -%}
+{%- if 'ai_summary_api_key' not in locked_preferences -%}
+<fieldset>{{- '' -}}
+  <legend id="pref_ai_summary_api_key">{{- _('AI server API key') -}}</legend>{{- '' -}}
+  <div class="value">{{- '' -}}
+    <input name="ai_summary_api_key" aria-labelledby="pref_ai_summary_api_key" type="password"
+           autocomplete="off" spellcheck="false" autocorrect="off"
+           value="{{ preferences.get_value('ai_summary_api_key') }}">{{- '' -}}
+  </div>{{- '' -}}
+  <div class="description">
+    {{- _('Optional, only needed if your server requires authentication.') -}}
+  </div>{{- '' -}}
+</fieldset>{{- '' -}}
+{%- endif -%}
+{%- if 'ai_summary_model' not in locked_preferences -%}
+<fieldset>{{- '' -}}
+  <legend id="pref_ai_summary_model">{{- _('AI summary model') -}}</legend>{{- '' -}}
+  <div class="value">{{- '' -}}
+    <input name="ai_summary_model" aria-labelledby="pref_ai_summary_model" type="text"
+           autocomplete="off" spellcheck="false" autocorrect="off" list="ai_summary_model_list"
+           placeholder="{{ ai_summary_default_model or 'llama3.2:3b' }}"
+           value="{{ preferences.get_value('ai_summary_model') }}">{{- '' -}}
+    <datalist id="ai_summary_model_list">
+      {%- for model in ai_summary_models -%}
+        <option value="{{ model }}"></option>
+      {%- endfor -%}
+    </datalist>{{- '' -}}
+  </div>{{- '' -}}
+  <div class="description">
+    {{- _('Name of the model used to generate the summaries, e.g. llama3.2:3b or gemma3:4b.') -}}
+    {{- ' ' -}}
+    {%- if ai_summary_default_model -%}
+      {{- _('Leave empty to use the default of this instance.') -}}
+    {%- endif -%}
+  </div>{{- '' -}}
+</fieldset>{{- '' -}}
+{%- endif -%}
+{%- if 'ai_summary_grounding' not in locked_preferences -%}
+<fieldset>{{- '' -}}
+  <legend id="pref_ai_summary_grounding">{{ _('Ground AI summary on search results') }}</legend>{{- '' -}}
+  <p class="value">{{- '' -}}
+    <input type="checkbox" {{- ' ' -}}
+           name="ai_summary_grounding" {{- ' ' -}}
+           aria-labelledby="pref_ai_summary_grounding" {{- ' ' -}}
+           class="checkbox-onoff" {{- ' ' -}}
+           {%- if preferences.get_value('ai_summary_grounding') -%}
+             checked
+           {%- endif -%}{{- ' ' -}}
+           >{{- '' -}}
+  </p>{{- '' -}}
+  <div class="description">
+    {{- _('Send the top search results along with the query, the model answers from this context instead of its own knowledge.  Answers are more accurate and more current, but generating them is slower and needs more memory (VRAM) on the Ollama server.') -}}
+  </div>{{- '' -}}
+</fieldset>{{- '' -}}
+{%- endif -%}
@@ -75,7 +75,7 @@
    {% if paging %}
    <nav id="pagination" role="navigation">
        {% if pageno > 1 %}
-            <form method="{{ method or 'POST' }}" action="{{ url_for('search') }}" class="previous_page">
+            <form method="{{ method }}" action="{{ url_for('search') }}" class="previous_page">
                <div class="{% if rtl %}right{% else %}left{% endif %}">
                  <input type="hidden" name="q" value="{{ q|e }}" >
                  {% for category in selected_categories %}
@@ -93,7 +93,7 @@
            </form>
        {% endif %}
        {%- if results | count > 0 -%}
-          <form method="{{ method or 'POST' }}" action="{{ url_for('search') }}" class="next_page">
+          <form method="{{ method }}" action="{{ url_for('search') }}" class="next_page">
              <div class="{% if rtl %}left{% else %}right{% endif %}">
                <input type="hidden" name="q" value="{{ q|e }}" >
                {% for category in selected_categories %}
@@ -119,7 +119,7 @@

        <div class="numbered_pagination">
        {% for x in range(pstart, pend) %}
-            <form method="{{ method or 'POST' }}" action="{{ url_for('search') }}" class="page_number">
+            <form method="{{ method }}" action="{{ url_for('search') }}" class="page_number">
                <input type="hidden" name="q" value="{{ q|e }}" >
                {% for category in selected_categories %}
                <input type="hidden" name="category_{{ category }}" value="1" >
@@ -1,4 +1,4 @@
-<form id="search" method="{{ method or 'POST' }}" action="{{ url_for('search') }}" role="search">
+<form id="search" method="{{ method }}" action="{{ url_for('search') }}" role="search">
  <div id="search_header">
    <a id="search_logo" href="{{ url_for('index') }}" tabindex="0" title="{{ _('Display the front page') }}">
      <span hidden>SearXNG</span>
@@ -1,4 +1,4 @@
-<form id="search" method="{{ method or 'POST' }}" action="{{ url_for('search') }}" role="search">
+<form id="search" method="{{ method }}" action="{{ url_for('search') }}" role="search">
  <div id="search_header">
    <div id="search_view">
      <div class="search_box">
@@ -53,15 +53,16 @@ msgstr ""
 "Project-Id-Version: searx\n"
 "Report-Msgid-Bugs-To: EMAIL@ADDRESS\n"
 "POT-Creation-Date: 2026-07-15 15:45+0000\n"
-"PO-Revision-Date: 2026-06-14 13:07+0000\n"
+"PO-Revision-Date: 2026-07-23 22:07+0000\n"
 "Last-Translator: gallegonovato <gallegonovato@noreply.codeberg.org>\n"
+"Language-Team: Spanish <https://translate.codeberg.org/projects/searxng/"
+"searxng/es/>\n"
 "Language: es\n"
-"Language-Team: Spanish "
-"<https://translate.codeberg.org/projects/searxng/searxng/es/>\n"
-"Plural-Forms: nplurals=2; plural=n != 1;\n"
 "MIME-Version: 1.0\n"
 "Content-Type: text/plain; charset=utf-8\n"
 "Content-Transfer-Encoding: 8bit\n"
+"Plural-Forms: nplurals=2; plural=n != 1;\n"
+"X-Generator: Weblate 2026.6.1\n"
 "Generated-By: Babel 2.18.0\n"

 #. CONSTANT_NAMES['NO_SUBGROUPING']
@@ -77,7 +78,7 @@ msgstr "otro"
 #. CATEGORY_NAMES['FILES']
 #: searx/searxng.msg
 msgid "files"
-msgstr "files"
+msgstr "archivos"

 #. CATEGORY_NAMES['GENERAL']
 #: searx/searxng.msg
@@ -2462,4 +2463,3 @@ msgstr "ocultar video"

 #~ msgid "Engine"
 #~ msgstr "Motor"
-
@@ -21,15 +21,16 @@ msgstr ""
 "Project-Id-Version: searx\n"
 "Report-Msgid-Bugs-To: EMAIL@ADDRESS\n"
 "POT-Creation-Date: 2026-07-15 15:45+0000\n"
-"PO-Revision-Date: 2026-05-01 07:50+0000\n"
+"PO-Revision-Date: 2026-07-23 22:07+0000\n"
 "Last-Translator: alexgabi <alexgabi@noreply.codeberg.org>\n"
+"Language-Team: Basque <https://translate.codeberg.org/projects/searxng/"
+"searxng/eu/>\n"
 "Language: eu\n"
-"Language-Team: Basque "
-"<https://translate.codeberg.org/projects/searxng/searxng/eu/>\n"
-"Plural-Forms: nplurals=2; plural=n != 1;\n"
 "MIME-Version: 1.0\n"
 "Content-Type: text/plain; charset=utf-8\n"
 "Content-Transfer-Encoding: 8bit\n"
+"Plural-Forms: nplurals=2; plural=n != 1;\n"
+"X-Generator: Weblate 2026.6.1\n"
 "Generated-By: Babel 2.18.0\n"

 #. CONSTANT_NAMES['NO_SUBGROUPING']
@@ -1439,7 +1440,7 @@ msgstr "Gehienezko denbora"

 #: searx/templates/simple/preferences/favicon.html:2
 msgid "Favicon Resolver"
-msgstr "Favicon Resolver"
+msgstr "Favicon erabakitzailea"

 #: searx/templates/simple/preferences/favicon.html:15
 msgid "Display favicons near search results"
@@ -1646,11 +1647,11 @@ msgstr "Ebazpena"

 #: searx/templates/simple/result_templates/images.html:55
 msgid "Image formats"
-msgstr ""
+msgstr "Irudi formatuak"

 #: searx/templates/simple/result_templates/images.html:56
 msgid "original format"
-msgstr ""
+msgstr "jatorrizko formatua"

 #: searx/templates/simple/result_templates/images.html:64
 msgid "View source"
@@ -2394,4 +2395,3 @@ msgstr "ezkutatu bideoa"

 #~ msgid "Engine"
 #~ msgstr "Bilatzailea"
-
@@ -25,21 +25,23 @@
 # return42 <return42@noreply.codeberg.org>, 2025, 2026.
 # ehsanrs2 <ehsanrs2@noreply.codeberg.org>, 2025.
 # Artiman <artiman@noreply.codeberg.org>, 2025.
+# mvtbh <mvtbh@noreply.codeberg.org>, 2026.
 msgid ""
 msgstr ""
 "Project-Id-Version: searx\n"
 "Report-Msgid-Bugs-To: EMAIL@ADDRESS\n"
 "POT-Creation-Date: 2026-07-15 15:45+0000\n"
-"PO-Revision-Date: 2026-05-19 12:07+0000\n"
-"Last-Translator: return42 <return42@noreply.codeberg.org>\n"
+"PO-Revision-Date: 2026-08-04 12:25+0000\n"
+"Last-Translator: mvtbh <mvtbh@noreply.codeberg.org>\n"
 "Language: fa_IR\n"
-"Language-Team: Persian "
-"<https://translate.codeberg.org/projects/searxng/searxng/fa/>\n"
+"Language-Team: Persian <https://translate.codeberg.org/projects/searxng/"
+"searxng/fa/>\n"
 "Plural-Forms: nplurals=2; plural=n > 1;\n"
 "MIME-Version: 1.0\n"
 "Content-Type: text/plain; charset=utf-8\n"
 "Content-Transfer-Encoding: 8bit\n"
 "Generated-By: Babel 2.18.0\n"
+"X-Generator: Weblate 2026.7.1\n"

 #. CONSTANT_NAMES['NO_SUBGROUPING']
 #: searx/searxng.msg
@@ -449,47 +451,47 @@ msgstr ""
 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Light snow"
-msgstr ""
+msgstr "برف خفیف"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Snow and thunder"
-msgstr ""
+msgstr "برف و رعد و برق"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Snow showers and thunder"
-msgstr ""
+msgstr "رگبار برف و رعد و برق"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Snow showers"
-msgstr ""
+msgstr "رگبار برف"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Snow"
-msgstr ""
+msgstr "برف"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Heavy snow and thunder"
-msgstr ""
+msgstr "برف سنگین و رعد و برق"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Heavy snow showers and thunder"
-msgstr ""
+msgstr "رگبار برف سنگین و رعد و برق"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Heavy snow showers"
-msgstr ""
+msgstr "رگبار شدید برف"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Heavy snow"
-msgstr ""
+msgstr "برف سنگین"

 #. SOCIAL_MEDIA_TERMS['SUBSCRIBERS']
 #: searx/engines/lemmy.py:85 searx/searxng.msg
@@ -2406,4 +2408,3 @@ msgstr "پنهان‌سازی ویدئو"

 #~ msgid "Engine"
 #~ msgstr "موتور"
-
@@ -11,18 +11,18 @@ msgstr ""
 "Project-Id-Version: PROJECT VERSION\n"
 "Report-Msgid-Bugs-To: EMAIL@ADDRESS\n"
 "POT-Creation-Date: 2026-07-15 15:45+0000\n"
-"PO-Revision-Date: 2026-05-05 12:37+0000\n"
-"Last-Translator: Aindriú Mac Giolla Eoin <aindriu80@noreply.codeberg.org>"
-"\n"
+"PO-Revision-Date: 2026-08-04 12:25+0000\n"
+"Last-Translator: Aindriú Mac Giolla Eoin <aindriu80@noreply.codeberg.org>\n"
 "Language: ga\n"
-"Language-Team: Irish "
-"<https://translate.codeberg.org/projects/searxng/searxng/ga/>\n"
-"Plural-Forms: nplurals=5; plural=n==1 ? 0 : n==2 ? 1 : (n>2 && n<7) ? 2 "
-":(n>6 && n<11) ? 3 : 4;\n"
+"Language-Team: Irish <https://translate.codeberg.org/projects/searxng/"
+"searxng/ga/>\n"
+"Plural-Forms: nplurals=5; plural=n==1 ? 0 : n==2 ? 1 : (n>2 && n<7) ? 2 :(n>"
+"6 && n<11) ? 3 : 4;\n"
 "MIME-Version: 1.0\n"
 "Content-Type: text/plain; charset=utf-8\n"
 "Content-Transfer-Encoding: 8bit\n"
 "Generated-By: Babel 2.18.0\n"
+"X-Generator: Weblate 2026.7.1\n"

 #. CONSTANT_NAMES['NO_SUBGROUPING']
 #: searx/searxng.msg
@@ -1646,11 +1646,11 @@ msgstr "Réiteach"

 #: searx/templates/simple/result_templates/images.html:55
 msgid "Image formats"
-msgstr ""
+msgstr "Formáidí íomhá"

 #: searx/templates/simple/result_templates/images.html:56
 msgid "original format"
-msgstr ""
+msgstr "formáid bhunaidh"

 #: searx/templates/simple/result_templates/images.html:64
 msgid "View source"
@@ -1969,4 +1969,3 @@ msgstr "físeán a cheilt"

 #~ msgid "Engine"
 #~ msgstr "Inneall"
-
@@ -24,22 +24,24 @@
 # ngf <ngf@noreply.codeberg.org>, 2025.
 # return42 <return42@noreply.codeberg.org>, 2025, 2026.
 # omeritzics <omeritzics@noreply.codeberg.org>, 2026.
+# ShinyDust <shinydust@noreply.codeberg.org>, 2026.
 msgid ""
 msgstr ""
 "Project-Id-Version: searx\n"
 "Report-Msgid-Bugs-To: EMAIL@ADDRESS\n"
 "POT-Creation-Date: 2026-07-15 15:45+0000\n"
-"PO-Revision-Date: 2026-05-19 12:07+0000\n"
-"Last-Translator: return42 <return42@noreply.codeberg.org>\n"
+"PO-Revision-Date: 2026-08-02 00:25+0000\n"
+"Last-Translator: ShinyDust <shinydust@noreply.codeberg.org>\n"
 "Language: he\n"
-"Language-Team: Hebrew "
-"<https://translate.codeberg.org/projects/searxng/searxng/he/>\n"
-"Plural-Forms: nplurals=4; plural=(n == 1) ? 0 : ((n == 2) ? 1 : ((n > 10 "
-"&& n % 10 == 0) ? 2 : 3));\n"
+"Language-Team: Hebrew <https://translate.codeberg.org/projects/searxng/"
+"searxng/he/>\n"
+"Plural-Forms: nplurals=4; plural=(n == 1) ? 0 : ((n == 2) ? 1 : ((n > 10 && "
+"n % 10 == 0) ? 2 : 3));\n"
 "MIME-Version: 1.0\n"
 "Content-Type: text/plain; charset=utf-8\n"
 "Content-Transfer-Encoding: 8bit\n"
 "Generated-By: Babel 2.18.0\n"
+"X-Generator: Weblate 2026.7.1\n"

 #. CONSTANT_NAMES['NO_SUBGROUPING']
 #: searx/searxng.msg
@@ -394,17 +396,17 @@ msgstr "שלג קל"
 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Sleet and thunder"
-msgstr ""
+msgstr "שלג ורעמים"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Sleet showers and thunder"
-msgstr ""
+msgstr "ממטרי שלג ורעמים"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Sleet showers"
-msgstr ""
+msgstr "ממטרי שלג"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
@@ -444,7 +446,7 @@ msgstr "ממטרי שלג קלים ורעמים"
 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Light snow showers"
-msgstr ""
+msgstr "ממטרי שלג קלים"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
@@ -454,17 +456,17 @@ msgstr "שלג קל"
 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Snow and thunder"
-msgstr ""
+msgstr "שלג ורעמים"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Snow showers and thunder"
-msgstr ""
+msgstr "ממטרי שלג ורעמים"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
 msgid "Snow showers"
-msgstr ""
+msgstr "ממטרי שלג"

 #. WEATHER_CONDITIONS
 #: searx/searxng.msg
@@ -655,7 +657,7 @@ msgstr "חשב {func} של הארגומנטים"
 #: searx/engines/boardreader.py:108
 #, python-brace-format
 msgid "Posted by {author}"
-msgstr ""
+msgstr "פורסם על ידי  {author}"

 #: searx/engines/openstreetmap.py:155
 msgid "Show route in map .."
@@ -743,7 +745,7 @@ msgstr "מחשבון"

 #: searx/plugins/calculator.py:26
 msgid "Parses and solves mathematical expressions."
-msgstr ""
+msgstr "מנתח ופותר ביטויים מתמטיים."

 #: searx/plugins/hash_plugin.py:33
 msgid "Hash plugin"
@@ -754,6 +756,8 @@ msgid ""
 "Converts strings to different hash digests. Available functions: md5, "
 "sha1, sha224, sha256, sha384, sha512."
 msgstr ""
+"ממיר מחרוזות ל- hash digests שונים. פונקציות זמינות: md5, sha1, sha224, "
+"sha256, sha384, sha512."

 #: searx/plugins/hash_plugin.py:63
 msgid "hash digest"
@@ -983,14 +987,15 @@ msgid ""
 "This is a preview of the settings used by the 'Search URL' you used to "
 "get here."
 msgstr ""
+"זוהי תצוגה מקדימה של ההגדרות ב- 'כתובת URL לחיפוש' בהן השתמשת כדי להגיע לכאן."

 #: searx/templates/simple/preferences.html:158
 msgid "Press save to copy these preferences to your browser."
-msgstr ""
+msgstr "לחץ על שמור כדי להעתיק את ההעדפות הללו לדפדפן שלך."

 #: searx/templates/simple/preferences.html:159
 msgid "Click here to view your browser preferences instead:"
-msgstr ""
+msgstr "לחץ כאן כדי להציג את העדפות הדפדפן שלך במקום:"

 #: searx/templates/simple/preferences.html:169
 msgid "General"
@@ -1333,7 +1338,7 @@ msgstr "השלמה אוטומטית"

 #: searx/templates/simple/preferences/autocomplete.html:15
 msgid "Show possible queries as you type"
-msgstr ""
+msgstr "הצג שאילתות אפשריות תוך כדי הקלדה"

 #: searx/templates/simple/preferences/center_alignment.html:2
 msgid "Center Alignment"
@@ -1351,7 +1356,7 @@ msgstr "זוהי רשימת העוגיות וערכיהן אשר SearXNG מאח

 #: searx/templates/simple/preferences/cookies.html:3
 msgid "With this list, you can assess the transparency of SearXNG."
-msgstr ""
+msgstr "בעזרת רשימה זו, תוכלו להעריך את השקיפות של SearXNG."

 #: searx/templates/simple/preferences/cookies.html:9
 msgid "Cookie name"
@@ -1642,11 +1647,11 @@ msgstr "רזולוציה"

 #: searx/templates/simple/result_templates/images.html:55
 msgid "Image formats"
-msgstr ""
+msgstr "פורמטי תמונה"

 #: searx/templates/simple/result_templates/images.html:56
 msgid "original format"
-msgstr ""
+msgstr "פורמט מקורי"

 #: searx/templates/simple/result_templates/images.html:64
 msgid "View source"
@@ -2373,4 +2378,3 @@ msgstr "הסתר וידאו"

 #~ msgid "Engine"
 #~ msgstr "מנוע"
-
@@ -13,21 +13,23 @@
 # sandijs <sandijs@noreply.codeberg.org>, 2025.
 # return42 <return42@noreply.codeberg.org>, 2025, 2026.
 # EmilyOrSomething <emilyorsomething@noreply.codeberg.org>, 2025.
+# codebergnew2 <codebergnew2@noreply.codeberg.org>, 2026.
 msgid ""
 msgstr ""
 "Project-Id-Version: PROJECT VERSION\n"
 "Report-Msgid-Bugs-To: EMAIL@ADDRESS\n"
 "POT-Creation-Date: 2026-07-15 15:45+0000\n"
-"PO-Revision-Date: 2026-05-19 12:07+0000\n"
-"Last-Translator: return42 <return42@noreply.codeberg.org>\n"
+"PO-Revision-Date: 2026-07-18 21:07+0000\n"
+"Last-Translator: codebergnew2 <codebergnew2@noreply.codeberg.org>\n"
+"Language-Team: Latvian <https://translate.codeberg.org/projects/searxng/"
+"searxng/lv/>\n"
 "Language: lv\n"
-"Language-Team: Latvian "
-"<https://translate.codeberg.org/projects/searxng/searxng/lv/>\n"
-"Plural-Forms: nplurals=3; plural=(n % 10 == 0 || n % 100 >= 11 && n % 100"
-" <= 19) ? 0 : ((n % 10 == 1 && n % 100 != 11) ? 1 : 2);\n"
 "MIME-Version: 1.0\n"
 "Content-Type: text/plain; charset=utf-8\n"
 "Content-Transfer-Encoding: 8bit\n"
+"Plural-Forms: nplurals=3; plural=(n % 10 == 0 || n % 100 >= 11 && n % 100 <= "
+"19) ? 0 : ((n % 10 == 1 && n % 100 != 11) ? 1 : 2);\n"
+"X-Generator: Weblate 2026.6.1\n"
 "Generated-By: Babel 2.18.0\n"

 #. CONSTANT_NAMES['NO_SUBGROUPING']
@@ -644,7 +646,7 @@ msgstr "Izpildīt funkciju {func} ar dotajiem argumentiem"
 #: searx/engines/boardreader.py:108
 #, python-brace-format
 msgid "Posted by {author}"
-msgstr ""
+msgstr "Ievietoja {author}"

 #: searx/engines/openstreetmap.py:155
 msgid "Show route in map .."
@@ -728,11 +730,11 @@ msgstr "Izfiltrēt \"sīpolu\" rezultātus, kas parādās Ahmia melnajā sarakst

 #: searx/plugins/calculator.py:25
 msgid "Calculator"
-msgstr ""
+msgstr "Kalkulators"

 #: searx/plugins/calculator.py:26
 msgid "Parses and solves mathematical expressions."
-msgstr ""
+msgstr "Parsē un atrisina matemātiskas izteiksmes."

 #: searx/plugins/hash_plugin.py:33
 msgid "Hash plugin"
@@ -937,36 +939,42 @@ msgstr "Saglabāts kešatmiņā"

 #: searx/templates/simple/preferences.html:65
 msgid "No HTTPS"
-msgstr ""
+msgstr "Bez HTTPS"

 #: searx/templates/simple/elements/engines_msg.html:14
 #: searx/templates/simple/preferences.html:69
 #: searx/templates/simple/preferences.html:70
+#, fuzzy
 msgid "View error logs and submit a bug report"
-msgstr ""
+msgstr "Skatīt kļūdu žurnālus un ziņot par kļūdu"

 #: searx/templates/simple/preferences.html:74
+#, fuzzy
 msgid "!bang for this engine"
-msgstr ""
+msgstr "Šīs meklētājprogrammas !bang"

 #: searx/templates/simple/preferences.html:80
+#, fuzzy
 msgid "!bang for its categories"
-msgstr ""
+msgstr "Kategoriju !bang"

 #: searx/templates/simple/preferences.html:102
 #: searx/templates/simple/stats.html:63
 msgid "Median"
-msgstr ""
+msgstr "Mediāna"

 #: searx/templates/simple/preferences.html:103
 #: searx/templates/simple/stats.html:69
+#, fuzzy
 msgid "P80"
 msgstr ""
+"P80\n"
+"80. procentile"

 #: searx/templates/simple/preferences.html:104
 #: searx/templates/simple/stats.html:75
 msgid "P95"
-msgstr ""
+msgstr "P95"

 #: searx/templates/simple/preferences.html:134
 msgid "Errors:"
@@ -977,14 +985,19 @@ msgid ""
 "This is a preview of the settings used by the 'Search URL' you used to "
 "get here."
 msgstr ""
+"Šis ir to iestatījumu priekšskatījums, kuri tika izmantoti “Meklēšanas URL”, "
+"ar kuru jūs nokļuvāt šeit."

 #: searx/templates/simple/preferences.html:158
 msgid "Press save to copy these preferences to your browser."
 msgstr ""
+"Nospiediet “Saglabāt”, lai kopētu šos iestatījumus uz savu pārlūkprogrammu."

 #: searx/templates/simple/preferences.html:159
+#, fuzzy
 msgid "Click here to view your browser preferences instead:"
 msgstr ""
+"Noklikšķiniet šeit, lai tā vietā skatītu savas pārlūkprogrammas iestatījumus:"

 #: searx/templates/simple/preferences.html:169
 msgid "General"
@@ -1013,11 +1026,11 @@ msgstr "Pašlaik izmantotās meklētājprogrammas"

 #: searx/templates/simple/preferences.html:246
 msgid "Special Queries"
-msgstr ""
+msgstr "Īpašie vaicājumi"

 #: searx/templates/simple/preferences.html:254
 msgid "Cookies"
-msgstr ""
+msgstr "Sīkdatnes"

 #: searx/templates/simple/results.html:32
 msgid "Info"
@@ -1064,12 +1077,13 @@ msgid "Engine name"
 msgstr "Meklētāja nosaukums"

 #: searx/templates/simple/stats.html:25
+#, fuzzy
 msgid "Scores"
-msgstr ""
+msgstr "Rezultāti"

 #: searx/templates/simple/stats.html:26
 msgid "Result count"
-msgstr ""
+msgstr "Rezultātu skaits"

 #: searx/templates/simple/elements/engines_msg.html:7
 #: searx/templates/simple/preferences/engines.html:30
@@ -1080,27 +1094,28 @@ msgstr "Atbildes laiks"
 #: searx/templates/simple/preferences/engines.html:34
 #: searx/templates/simple/stats.html:28
 msgid "Reliability"
-msgstr ""
+msgstr "Uzticamība"

 #: searx/templates/simple/stats.html:58
 msgid "Total"
-msgstr ""
+msgstr "Kopā"

 #: searx/templates/simple/stats.html:59
 msgid "HTTP"
-msgstr ""
+msgstr "HTTP"

 #: searx/templates/simple/stats.html:60
+#, fuzzy
 msgid "Processing"
-msgstr ""
+msgstr "Notiek apstrāde"

 #: searx/templates/simple/stats.html:98
 msgid "Warnings"
-msgstr ""
+msgstr "Brīdinājumi"

 #: searx/templates/simple/stats.html:98
 msgid "Errors and exceptions"
-msgstr ""
+msgstr "Kļūdas un izņēmumi"

 #: searx/templates/simple/stats.html:104
 msgid "Exception"
@@ -2108,4 +2123,3 @@ msgstr "slēpt video"

 #~ msgid "Engine"
 #~ msgstr ""
-
@@ -93,8 +93,10 @@ from searx.preferences import (
    ClientPref,
    ValidationException,
 )
+import searx.ai_summary
 import searx.answerers
 import searx.plugins
+import searx.plugins.ai_summary


 from searx.metrics import get_engines_stats, get_engine_errors, get_reliabilities, histogram, counter, openmetrics
@@ -328,6 +330,8 @@ def get_translations():
        'Source': gettext('Source'),
        # infinite scroll
        'error_loading_next_page': gettext('Error loading the next page'),
+        # AI summary
+        'error_loading_ai_summary': gettext('Error loading the AI summary'),
    }


@@ -803,7 +807,7 @@ def info(pagename, locale):
    )


-@app.route('/autocompleter', methods=['GET', 'POST'])
+@app.route('/autocompleter', methods=['GET'])
 def autocompleter():
    """Return autocompleter results"""

@@ -851,7 +855,6 @@ def autocompleter():
        suggestions = json.dumps([sug_prefix, results, [], [], relevances])
        mimetype = 'application/x-suggestions+json'

-    suggestions = escape(suggestions, False)
    return Response(suggestions, mimetype=mimetype)


@@ -976,16 +979,25 @@ def preferences():
        shortcuts = {y: x for x, y in engine_shortcuts.items()},
        themes = themes,
        plugins_storage = searx.plugins.STORAGE.info,
+        # plugins the administrator activated in settings.yml; a plugin that is
+        # not activated does not get a preferences tab of its own
+        plugins_active_by_default = {plg.id for plg in searx.plugins.STORAGE if plg.active},
        current_doi_resolver = get_doi_resolver(),
        allowed_plugins = allowed_plugins,
        preferences_url_params = sxng_request.preferences.get_as_url_params(),
        locked_preferences = get_setting("preferences").lock,
        doi_resolvers = get_setting("doi_resolvers", {}),
+        ai_summary_models = searx.ai_summary.model_choices(),
+        ai_summary_default_model = get_setting("ai_summary").model,
+        ai_summary_default_server = get_setting("ai_summary").base_url,
        # fmt: on
    )


 app.add_url_rule('/favicon_proxy', methods=['GET'], endpoint="favicon_proxy", view_func=favicons.favicon_proxy)
+app.add_url_rule(
+    '/ai_summary', methods=['POST'], endpoint="ai_summary", view_func=searx.plugins.ai_summary.ai_summary_view
+)


@app.route('/image_proxy', methods=['GET'])
@@ -1196,7 +1208,7 @@ def opensearch():
        method = 'GET'

    if method not in ('POST', 'GET'):
-        method = 'POST'
+        method = 'GET'

    ret = render('opensearch.xml', opensearch_method=method, autocomplete=autocomplete)
    resp = Response(response=ret, status=200, mimetype="application/opensearchdescription+xml")
@@ -0,0 +1,563 @@
+# SPDX-License-Identifier: AGPL-3.0-or-later
+# pylint: disable=missing-module-docstring,missing-class-docstring,invalid-name,protected-access
+# pylint: disable=too-many-public-methods
+
+import json
+from base64 import urlsafe_b64decode
+from contextlib import contextmanager
+from zlib import decompress
+
+from mock import Mock
+
+import searx.ai_summary
+import searx.plugins
+import searx.plugins.ai_summary
+import searx.preferences
+
+from searx.extended_types import sxng_request
+from searx.result_types import AiSummary
+
+from tests import SearxTestCase
+from .test_plugins import get_search_mock
+
+PLUGIN_FQN = "searx.plugins.ai_summary.SXNGPlugin"
+BASE_URL = "http://127.0.0.1:11434"
+MODEL = "test-model"
+
+
+def sse_stream_mock(lines: list[dict], status_code: int = 200) -> Mock:
+    """A mock httpx client whose ``stream()`` context manager yields the given
+    objects as a SSE stream (OpenAI chat completions format)."""
+
+    upstream = Mock(status_code=status_code)
+    upstream.iter_lines.return_value = iter([f"data: {json.dumps(line)}" for line in lines] + ["data: [DONE]"])
+    # httpx exposes the body of an error response as a str; the endpoint logs it
+    upstream.text = ""
+
+    @contextmanager
+    def stream(*_args, **_kwargs):
+        yield upstream
+
+    client = Mock()
+    client.stream = stream
+    return client
+
+
+class AISummaryAPIKey(SearxTestCase):
+    """The API key is administrator configuration and must only be sent to the
+    administrator's server, never to a server a user configured."""
+
+    def setUp(self):
+        super().setUp()
+        self.cfg = searx.get_setting("ai_summary")
+        self.setattr4test(self.cfg, "base_url", BASE_URL)
+        self.setattr4test(self.cfg, "api_key", "sk-secret")
+
+    def test_auth_header_set_for_api_key(self):
+        with searx.plugins.ai_summary._get_client(BASE_URL, self.cfg, "sk-secret") as client:
+            self.assertEqual(client.headers["Authorization"], "Bearer sk-secret")
+
+    def test_no_auth_header_without_api_key(self):
+        with searx.plugins.ai_summary._get_client(BASE_URL, self.cfg) as client:
+            self.assertNotIn("Authorization", client.headers)
+
+    def test_key_sent_to_admin_server(self):
+        for server in [BASE_URL, BASE_URL + "/", BASE_URL + "/v1", "http://127.0.0.1:11434/v1/"]:
+            self.assertEqual("sk-secret", searx.plugins.ai_summary._server_api_key(self.cfg, server), server)
+
+    def test_key_not_sent_to_other_server(self):
+        for server in [
+            "http://192.168.1.10:11434",  # other host
+            "http://127.0.0.1:8080",  # other port
+            "https://127.0.0.1:11434",  # other scheme
+            "http://127.0.0.1:11434/other",  # other path
+            # the userinfo of a URL must not be mistaken for the host the
+            # request is sent to
+            "http://127.0.0.1:11434@untrusted.example.org",
+            "not a url",
+            "",
+        ]:
+            self.assertEqual("", searx.plugins.ai_summary._server_api_key(self.cfg, server), server)
+
+    def test_no_key_configured(self):
+        self.setattr4test(self.cfg, "api_key", "")
+        self.assertEqual("", searx.plugins.ai_summary._server_api_key(self.cfg, BASE_URL))
+
+    def test_user_key_goes_to_the_users_own_server(self):
+        key = searx.plugins.ai_summary._server_api_key(self.cfg, "http://192.168.1.10:11434", "sk-users-own")
+        self.assertEqual("sk-users-own", key)
+
+    def test_user_key_does_not_override_the_admin_key(self):
+        # the user's key belongs to the user's server; on the admin's server
+        # the admin's key is the right one
+        key = searx.plugins.ai_summary._server_api_key(self.cfg, BASE_URL, "sk-users-own")
+        self.assertEqual("sk-secret", key)
+
+    def test_no_key_for_a_user_server_without_a_user_key(self):
+        self.assertEqual("", searx.plugins.ai_summary._server_api_key(self.cfg, "http://192.168.1.10:11434", ""))
+
+
+class PluginAISummaryInit(SearxTestCase):
+
+    def test_active_without_base_url(self):
+        # the Ollama server can be configured by the user in the preferences,
+        # the plugin stays active without an admin configured default
+        self.setattr4test(searx.ai_summary, "MODELS", [])
+
+        storage = searx.plugins.PluginStorage()
+        storage.load_settings({PLUGIN_FQN: {"active": True}})
+        storage.init(self.app)
+
+        self.assertEqual(1, len(storage))
+        self.assertEqual([], searx.ai_summary.MODELS)
+
+    def test_model_list_from_settings(self):
+        cfg = searx.get_setting("ai_summary")
+        self.setattr4test(cfg, "base_url", BASE_URL)
+        self.setattr4test(cfg, "model", MODEL)
+        self.setattr4test(cfg, "models", [MODEL, "other-model"])
+        self.setattr4test(searx.ai_summary, "MODELS", [])
+
+        storage = searx.plugins.PluginStorage()
+        storage.load_settings({PLUGIN_FQN: {"active": True}})
+        storage.init(self.app)
+
+        self.assertEqual(1, len(storage))
+        self.assertEqual([MODEL, "other-model"], searx.ai_summary.MODELS)
+
+    def test_model_probe_sends_api_key(self):
+        cfg = searx.get_setting("ai_summary")
+        self.setattr4test(cfg, "base_url", BASE_URL)
+        self.setattr4test(cfg, "model", "")
+        self.setattr4test(cfg, "models", [])
+        self.setattr4test(cfg, "api_key", "sk-secret")
+        self.setattr4test(searx.ai_summary, "MODELS", [])
+
+        calls: list[tuple[str, str]] = []
+
+        class _FakeClient:
+            def __enter__(self):
+                return self
+
+            def __exit__(self, *_args):
+                return False
+
+            def get(self, _path):
+                resp = Mock()
+                resp.json.return_value = {"data": [{"id": "probed-model"}]}
+                return resp
+
+        def record(base_url, _cfg, api_key=""):
+            calls.append((base_url, api_key))
+            return _FakeClient()
+
+        self.setattr4test(searx.plugins.ai_summary, "_get_client", record)
+
+        storage = searx.plugins.PluginStorage()
+        storage.load_settings({PLUGIN_FQN: {"active": True}})
+        storage.init(self.app)
+
+        self.assertEqual([(BASE_URL, "sk-secret")], calls)
+        self.assertEqual(["probed-model"], searx.ai_summary.MODELS)
+
+
+class PluginAISummary(SearxTestCase):
+
+    def setUp(self):
+        super().setUp()
+
+        cfg = searx.get_setting("ai_summary")
+        self.setattr4test(cfg, "base_url", BASE_URL)
+        self.setattr4test(cfg, "model", MODEL)
+        self.setattr4test(cfg, "models", [MODEL])
+        self.setattr4test(searx.ai_summary, "MODELS", [])
+
+        self.storage = searx.plugins.PluginStorage()
+        self.storage.load_settings({PLUGIN_FQN: {"active": True}})
+        self.storage.init(self.app)
+
+        # the endpoint checks request.user_plugins (built in webapp.pre_request
+        # from the global plugin storage) -- enable the plugin like a browser
+        # with saved preferences does
+        self.client.set_cookie("disabled_plugins", "")
+        self.client.set_cookie("enabled_plugins", "ai_summary")
+
+        self.pref = searx.preferences.Preferences(["simple"], ["general"], {}, self.storage)
+        self.pref.parse_dict({"locale": "en"})
+
+    def mock_upstream(self, client_mock: Mock):
+        self.setattr4test(searx.plugins.ai_summary, "_get_client", lambda *_args, **_kwargs: client_mock)
+
+    def mock_upstream_recording(self, client_mock: Mock) -> list[tuple[str, str]]:
+        """Like :py:obj:`mock_upstream`, the returned list records the
+        ``(base_url, api_key)`` the endpoint requested a client for."""
+        calls: list[tuple[str, str]] = []
+
+        def record(base_url, _cfg, api_key=""):
+            calls.append((base_url, api_key))
+            return client_mock
+
+        self.setattr4test(searx.plugins.ai_summary, "_get_client", record)
+        return calls
+
+    def do_post_search(self, query, **kwargs) -> Mock:
+        kwargs.setdefault("categories", ["general"])
+        search = get_search_mock(query, user_plugins=["ai_summary"], **kwargs)
+        self.storage.post_search(sxng_request, search)
+        return search
+
+    def test_placeholder_answer_is_added(self):
+        with self.app.test_request_context():
+            sxng_request.preferences = self.pref
+
+            search = self.do_post_search("what is the best searx fork")
+            answer = AiSummary(query="what is the best searx fork", grounding=False)
+            self.assertIn(answer, search.result_container.answers)
+
+    def test_placeholder_carries_grounding_pref(self):
+        with self.app.test_request_context():
+            sxng_request.preferences = self.pref
+            self.pref.parse_dict({"ai_summary_grounding": "1"})
+
+            search = self.do_post_search("lorem ipsum")
+            answer = list(search.result_container.answers)[0]
+            self.assertTrue(answer.grounding)
+
+    def test_grounding_is_on_by_default(self):
+        # note: AiSummary.__hash__ is hash(query), so two answers that differ
+        # only in .grounding compare equal -- assert on the attribute
+        self.assertTrue(searx.get_setting("ai_summary").grounding)
+        pref = searx.preferences.Preferences(["simple"], ["general"], {}, self.storage)
+
+        with self.app.test_request_context():
+            sxng_request.preferences = pref
+            search = self.do_post_search("lorem ipsum")
+            answer = list(search.result_container.answers)[0]
+            self.assertTrue(answer.grounding)
+
+    def test_grounding_can_be_disabled_by_settings(self):
+        self.setattr4test(searx.get_setting("ai_summary"), "grounding", False)
+        pref = searx.preferences.Preferences(["simple"], ["general"], {}, self.storage)
+
+        with self.app.test_request_context():
+            sxng_request.preferences = pref
+            search = self.do_post_search("lorem ipsum")
+            answer = list(search.result_container.answers)[0]
+            self.assertFalse(answer.grounding)
+
+    def test_skip_pageno(self):
+        with self.app.test_request_context():
+            sxng_request.preferences = self.pref
+            search = self.do_post_search("lorem ipsum", pageno=2)
+            self.assertEqual(list(search.result_container.answers), [])
+
+    def test_skip_non_html_format(self):
+        with self.app.test_request_context("/search", method="POST", data={"format": "json"}):
+            sxng_request.preferences = self.pref
+            search = self.do_post_search("lorem ipsum")
+            self.assertEqual(list(search.result_container.answers), [])
+
+    def test_skip_non_general_category(self):
+        with self.app.test_request_context():
+            sxng_request.preferences = self.pref
+            search = self.do_post_search("lorem ipsum", categories=["images"])
+            self.assertEqual(list(search.result_container.answers), [])
+
+    def test_skip_infobox(self):
+        with self.app.test_request_context():
+            sxng_request.preferences = self.pref
+            search = get_search_mock("lorem ipsum", user_plugins=["ai_summary"], categories=["general"])
+            search.result_container.infoboxes.append(Mock())
+            self.storage.post_search(sxng_request, search)
+            self.assertEqual(list(search.result_container.answers), [])
+
+    def test_skip_instant_answer(self):
+        # e.g. the "ddg definitions" engine adds wikipedia abstracts as Answer
+        from searx.result_types import Answer  # pylint: disable=import-outside-toplevel
+
+        with self.app.test_request_context():
+            sxng_request.preferences = self.pref
+            search = get_search_mock("lorem ipsum", user_plugins=["ai_summary"], categories=["general"])
+            engine_answer = Answer(answer="Lorem ipsum is placeholder text.  More at Wikipedia")
+            search.result_container.answers.add(engine_answer)
+            self.storage.post_search(sxng_request, search)
+            self.assertEqual(list(search.result_container.answers), [engine_answer])
+
+    def test_skip_without_any_server(self):
+        self.setattr4test(searx.get_setting("ai_summary"), "base_url", "")
+        with self.app.test_request_context():
+            sxng_request.preferences = self.pref
+            search = self.do_post_search("lorem ipsum")
+            self.assertEqual(list(search.result_container.answers), [])
+
+    def test_placeholder_with_user_server_only(self):
+        self.setattr4test(searx.get_setting("ai_summary"), "base_url", "")
+        with self.app.test_request_context():
+            sxng_request.preferences = self.pref
+            self.pref.parse_dict({"ai_summary_server": "http://192.168.1.10:11434"})
+            search = self.do_post_search("lorem ipsum")
+            self.assertEqual(len(list(search.result_container.answers)), 1)
+
+    def test_endpoint_forbidden_when_disabled(self):
+        self.client.set_cookie("disabled_plugins", "ai_summary")
+        self.client.set_cookie("enabled_plugins", "")
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 403)
+
+    def test_endpoint_bad_request(self):
+        for body in [
+            None,
+            {},
+            {"messages": []},
+            {"messages": [{"role": "system", "content": "hi"}]},
+            {"messages": [{"role": "user", "content": "hi"}, {"role": "assistant", "content": "ho"}]},
+            {"messages": [{"role": "user", "content": "x" * 5000}]},
+            {"messages": [{"role": "user", "content": "hi"}], "context": [{"unknown_key": "x"}]},
+            {"messages": [{"role": "user", "content": "hi"}] * 13},
+        ]:
+            res = self.client.post("/ai_summary", json=body)
+            self.assertEqual(res.status_code, 400, body)
+
+    def test_endpoint_invalid_server_pref(self):
+        self.client.set_cookie("ai_summary_server", "ftp://example.org")
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 400)
+
+    def test_endpoint_invalid_model_pref(self):
+        # an empty preference is not invalid -- it falls back to the
+        # administrator's default, which is covered by the tests above
+        for model in ["bad model name!", "model;rm -rf", 'model"quoted', "model\nname", "x" * 129]:
+            self.client.set_cookie("ai_summary_model", model)
+            res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+            self.assertEqual(res.status_code, 400, model)
+
+    def test_endpoint_accepts_provider_model_names(self):
+        # model names differ per provider: a version pin (@), a gateway's
+        # routing prefix (/) and an Ollama tag (:) are all valid names
+        for model in [
+            "gemma3:4b",
+            "llama3.2:3b",
+            "gemini-1.5-pro@001",
+            "bedrock/anthropic.claude-3-5-sonnet",
+            "azure/my-deployment",
+        ]:
+            self.mock_upstream(sse_stream_mock([]))
+            self.client.set_cookie("ai_summary_model", model)
+            res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+            self.assertEqual(res.status_code, 200, model)
+            lines = [json.loads(line) for line in res.data.decode().splitlines() if line]
+            self.assertEqual(lines[-1], {"done": True, "model": model})
+
+    def test_endpoint_no_server_configured(self):
+        self.setattr4test(searx.get_setting("ai_summary"), "base_url", "")
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 400)
+
+    def test_endpoint_streams_ndjson(self):
+        self.mock_upstream(
+            sse_stream_mock(
+                [
+                    {"choices": [{"delta": {"content": "Hello "}}]},
+                    {"choices": [{"delta": {"content": "world"}}]},
+                    {"choices": [{"delta": {}, "finish_reason": "stop"}]},
+                ]
+            )
+        )
+
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 200)
+        self.assertEqual(res.headers["Content-Type"], "application/x-ndjson")
+
+        lines = [json.loads(line) for line in res.data.decode().splitlines() if line]
+        self.assertEqual(lines[0], {"delta": "Hello "})
+        self.assertEqual(lines[1], {"delta": "world"})
+        self.assertEqual(lines[2], {"done": True, "model": MODEL})
+
+    def test_endpoint_model_pref_wins(self):
+        self.mock_upstream(sse_stream_mock([]))
+        self.client.set_cookie("ai_summary_model", "my-own-model:7b")
+
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        lines = [json.loads(line) for line in res.data.decode().splitlines() if line]
+        self.assertEqual(lines[-1], {"done": True, "model": "my-own-model:7b"})
+
+    def test_endpoint_sends_api_key_to_admin_server(self):
+        self.setattr4test(searx.get_setting("ai_summary"), "api_key", "sk-secret")
+        calls = self.mock_upstream_recording(sse_stream_mock([]))
+
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 200)
+        self.assertEqual([(BASE_URL, "sk-secret")], calls)
+
+    def test_endpoint_hides_api_key_from_user_server(self):
+        self.setattr4test(searx.get_setting("ai_summary"), "api_key", "sk-secret")
+        calls = self.mock_upstream_recording(sse_stream_mock([]))
+        self.client.set_cookie("ai_summary_server", "http://untrusted.example.org:11434")
+
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 200)
+        self.assertEqual([("http://untrusted.example.org:11434", "")], calls)
+
+    def test_endpoint_ignores_credentials_in_user_server(self):
+        # httpx would turn the userinfo into an Authorization header; the
+        # preference is ignored and the admin's server is used instead
+        self.setattr4test(searx.get_setting("ai_summary"), "api_key", "sk-secret")
+        calls = self.mock_upstream_recording(sse_stream_mock([]))
+        self.client.set_cookie("ai_summary_server", "http://user:pass@untrusted.example.org:11434")
+
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 200)
+        self.assertEqual([(BASE_URL, "sk-secret")], calls)
+
+    def test_endpoint_sends_the_users_key_to_the_users_server(self):
+        self.setattr4test(searx.get_setting("ai_summary"), "api_key", "sk-secret")
+        calls = self.mock_upstream_recording(sse_stream_mock([]))
+        self.client.set_cookie("ai_summary_server", "http://192.168.1.10:11434")
+        self.client.set_cookie("ai_summary_api_key", "sk-users-own")
+
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 200)
+        self.assertEqual([("http://192.168.1.10:11434", "sk-users-own")], calls)
+
+    def test_api_key_is_not_part_of_the_preferences_url(self):
+        # users copy the preferences URL around to transfer/share their
+        # settings -- a credential must not travel with it
+        self.pref.parse_dict({"ai_summary_api_key": "sk-users-own"})
+        self.assertEqual("sk-users-own", self.pref.get_value("ai_summary_api_key"))
+
+        blob = self.pref.get_as_url_params()
+        decoded = decompress(urlsafe_b64decode(blob)).decode()
+        self.assertNotIn("sk-users-own", decoded)
+        self.assertNotIn("ai_summary_api_key", decoded)
+        # a non-secret preference of the same tab is still included
+        self.assertIn("ai_summary_model", decoded)
+
+    def test_preferences_tab_hidden_when_plugin_not_activated(self):
+        # the global STORAGE is what the preferences view renders from; in the
+        # default settings the ai_summary plugin is not activated
+        res = self.client.get("/preferences")
+        self.assertEqual(res.status_code, 200)
+        self.assertNotIn('tab-label-ai"', res.data.decode())
+
+    def test_preferences_tab_shown_when_plugin_activated(self):
+        self.setattr4test(searx.plugins, "STORAGE", self.storage)
+        res = self.client.get("/preferences")
+        self.assertEqual(res.status_code, 200)
+        html = res.data.decode()
+        self.assertIn('tab-label-ai"', html)
+        self.assertIn("ai_summary_api_key", html)
+
+    def test_endpoint_retries_a_server_that_does_not_answer(self):
+        # a cold LLM server loads the model before it answers anything, which
+        # can outlast read_timeout; the retry is what makes the first search
+        # after an idle period work
+        import httpx  # pylint: disable=import-outside-toplevel
+
+        attempts = []
+        ok = sse_stream_mock([{"choices": [{"delta": {"content": "hi"}}]}])
+
+        @contextmanager
+        def stream(*_args, **_kwargs):
+            attempts.append(1)
+            if len(attempts) == 1:
+                raise httpx.ReadTimeout("timed out")
+            with ok.stream() as resp:
+                yield resp
+
+        client_mock = Mock()
+        client_mock.stream = stream
+        self.mock_upstream(client_mock)
+
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 200)
+        self.assertEqual(2, len(attempts))
+        lines = [json.loads(line) for line in res.data.decode().splitlines() if line]
+        self.assertEqual(lines[0], {"delta": "hi"})
+
+    def test_endpoint_gives_up_after_the_retry(self):
+        import httpx  # pylint: disable=import-outside-toplevel
+
+        attempts = []
+
+        @contextmanager
+        def stream(*_args, **_kwargs):
+            attempts.append(1)
+            raise httpx.ConnectTimeout("nope")
+            yield  # pylint: disable=unreachable
+
+        client_mock = Mock()
+        client_mock.stream = stream
+        self.mock_upstream(client_mock)
+
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 502)
+        self.assertEqual(2, len(attempts))
+
+    def test_endpoint_does_not_retry_a_client_error(self):
+        # a wrong API key or an unknown model does not fix itself
+        attempts = []
+        bad = sse_stream_mock([], status_code=401)
+
+        @contextmanager
+        def stream(*_args, **_kwargs):
+            attempts.append(1)
+            with bad.stream() as resp:
+                yield resp
+
+        client_mock = Mock()
+        client_mock.stream = stream
+        self.mock_upstream(client_mock)
+
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 502)
+        self.assertEqual(1, len(attempts))
+
+    def test_endpoint_retries_a_server_error(self):
+        # 5xx means "not right now" -- e.g. a model that is still loading;
+        # this is the failure that arrives immediately instead of timing out
+        attempts = []
+        ok = sse_stream_mock([{"choices": [{"delta": {"content": "hi"}}]}])
+        bad = sse_stream_mock([], status_code=503)
+
+        @contextmanager
+        def stream(*_args, **_kwargs):
+            attempts.append(1)
+            src = bad if len(attempts) == 1 else ok
+            with src.stream() as resp:
+                yield resp
+
+        client_mock = Mock()
+        client_mock.stream = stream
+        self.mock_upstream(client_mock)
+
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 200)
+        self.assertEqual(2, len(attempts))
+        lines = [json.loads(line) for line in res.data.decode().splitlines() if line]
+        self.assertEqual(lines[0], {"delta": "hi"})
+
+    def test_endpoint_upstream_error(self):
+        self.mock_upstream(sse_stream_mock([], status_code=500))
+
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 502)
+
+    def test_endpoint_error_while_streaming(self):
+        upstream = Mock(status_code=200)
+        upstream.iter_lines.return_value = iter(
+            ['data: {"choices": [{"delta": {"content": "Hello"}}]}', "data: this is not json"]
+        )
+
+        @contextmanager
+        def stream(*_args, **_kwargs):
+            yield upstream
+
+        client_mock = Mock()
+        client_mock.stream = stream
+        self.mock_upstream(client_mock)
+
+        res = self.client.post("/ai_summary", json={"messages": [{"role": "user", "content": "hi"}]})
+        self.assertEqual(res.status_code, 200)
+        lines = [json.loads(line) for line in res.data.decode().splitlines() if line]
+        self.assertEqual(lines[0], {"delta": "Hello"})
+        self.assertEqual(lines[1], {"done": True, "error": "upstream error"})
@@ -169,7 +169,7 @@ class TestPreferences(SearxTestCase):
        self.preferences.parse_encoded_data(url_params)
        self.assertEqual(
            vars(self.preferences.key_value_settings['categories']),
-            {'value': ['general'], 'locked': False, 'choices': ['general', 'none']},
+            {'value': ['general'], 'locked': False, 'secret': False, 'choices': ['general', 'none']},
        )

    def test_save_key_value_setting(self):
@@ -13,7 +13,7 @@ from tests import SearxTestCase


 def random_string(length, choices=string.ascii_letters):
-    return ''.join(random.choice(choices) for _ in range(length))
+    return ''.join(random.choices(choices, k=length))


 class TestUtils(SearxTestCase):
Author	SHA1	Message	Date
Jason Witty	f4a003d355	[feat] plugin: AI summary of search results from a self-hosted LLM Adds an optional plugin that shows a generated summary above the search results, similar to the answer boxes in Brave and Google. The text is produced by an LLM server the administrator runs, reached over the OpenAI chat completions API, so queries never leave the operator's own network. The summary is grounded on the top search results rather than the model's training data. It is generated asynchronously: post_search adds an empty placeholder and returns, and the browser fills it from the /ai_summary endpoint, which streams the answer as NDJSON. No summary is generated beyond page one, outside the general category, for non-HTML formats, or when an engine already answered with an infobox or an instant answer. The client side follows the existing plugin pattern: one file in client/simple/src/js/plugin/, one conditional load in router.ts, one LESS import. No build configuration changes and no new dependencies. The plugin is not activated by default. Instance defaults live in an ai_summary: section; the server, model, API key and grounding are user preferences, and all four can be locked. Signed-off-by: Jason Witty <jasonpwitty+github@proton.me>	2026-08-15 19:55:07 -07:00
dependabot[bot]	094c33d406	[upd] github-actions: Bump JamesIves/github-pages-deploy-action (#6521 ) Documentation / Release (push) Has been cancelled Details Integration / Python 3.11 (push) Has been cancelled Details Integration / Python 3.12 (push) Has been cancelled Details Integration / Python 3.13 (push) Has been cancelled Details Integration / Python 3.14 (push) Has been cancelled Details Integration / Theme (push) Has been cancelled Details Bumps [JamesIves/github-pages-deploy-action](https://github.com/jamesives/github-pages-deploy-action) from 4.8.0 to 4.9.0. - [Release notes](https://github.com/jamesives/github-pages-deploy-action/releases) - [Commits](https://github.com/jamesives/github-pages-deploy-action/compare/d92aa235d04922e8f08b40ce78cc5442fcfbfa2f...fa24774553152dd7873cd16ebd8d959b010c5445) --- updated-dependencies: - dependency-name: JamesIves/github-pages-deploy-action dependency-version: 4.9.0 dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-14 10:18:45 +02:00
ArsenBilov	ef9a188cc8	[feat] engines: add paid yandex search api (#6349 )	2026-08-13 18:16:56 +02:00
Bnyro	cdfdaa5a88	[mod] dogpile: set to inactive by default	2026-08-12 16:14:58 +02:00
Bnyro	5638231358	[fix] dogpile: access denied due to missing origin header	2026-08-12 16:13:15 +02:00
vojkovic	1c3bb1e88f	[mod] defaults: GET method and ddg autocomplete	2026-08-12 19:05:02 +08:00
Ivan Gabaldon	54613defc7	Revert "[upd] pypi: Bump the minor group across 1 directory with 3 updates (#…" (#6515 ) This reverts commit `e8e710e42a`.	2026-08-12 01:34:08 +02:00
dependabot[bot]	e8e710e42a	[upd] pypi: Bump the minor group across 1 directory with 3 updates (#6495 ) Bumps the minor group with 3 updates in the / directory: [typer](https://github.com/fastapi/typer), [wlc](https://github.com/WeblateOrg/wlc) and [granian](https://github.com/emmett-framework/granian). Updates `typer` from 0.27.0 to 0.27.1 - [Release notes](https://github.com/fastapi/typer/releases) - [Changelog](https://github.com/fastapi/typer/blob/master/docs/release-notes.md) - [Commits](https://github.com/fastapi/typer/compare/0.27.0...0.27.1) Updates `wlc` from 2.1.0 to 2.1.1 - [Release notes](https://github.com/WeblateOrg/wlc/releases) - [Changelog](https://github.com/WeblateOrg/wlc/blob/main/CHANGES.rst) - [Commits](https://github.com/WeblateOrg/wlc/compare/2.1.0...2.1.1) Updates `granian` from 2.7.9 to 2.8.0 - [Release notes](https://github.com/emmett-framework/granian/releases) - [Commits](https://github.com/emmett-framework/granian/compare/v2.7.9...v2.8.0) --- updated-dependencies: - dependency-name: typer dependency-version: 0.27.1 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: minor - dependency-name: wlc dependency-version: 2.1.1 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: minor - dependency-name: granian dependency-version: 2.8.0 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: minor ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-11 17:45:08 +02:00
dependabot[bot]	7b0c7f0bf8	[upd] github-actions: Bump docker/login-action from 4.5.2 to 4.6.0 (#6493 ) Bumps [docker/login-action](https://github.com/docker/login-action) from 4.5.2 to 4.6.0. - [Release notes](https://github.com/docker/login-action/releases) - [Commits](https://github.com/docker/login-action/compare/371161bbe7024a29a25c5e19bfcbc0804fe9ad2c...dbcb813823bdd20940b903addbd779551569679f) --- updated-dependencies: - dependency-name: docker/login-action dependency-version: 4.6.0 dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-11 17:38:34 +02:00
github-actions[bot]	e033be7c7c	[l10n] update translations from Weblate (#6496 ) 8f9804206 - 2026-08-03 - Aindriú Mac Giolla Eoin <aindriu80@noreply.codeberg.org> 6850566e7 - 2026-08-04 - mvtbh <mvtbh@noreply.codeberg.org> f97257801 - 2026-08-01 - ShinyDust <shinydust@noreply.codeberg.org> Co-authored-by: searxng-bot <searxng-bot@users.noreply.github.com>	2026-08-11 17:37:46 +02:00
Bnyro	0a118066d8	[feat] engines: add jina (general)	2026-08-10 14:14:33 +02:00
Bnyro	b023a28bab	[fix] engines: only print search traceback in debug mode	2026-08-06 17:43:17 +02:00
Ivan Gabaldon	c63835bd2a	[mod] data: update searx.data - update_wikidata_units.py (#6474 )	2026-08-04 19:38:59 +02:00
vojkovic	1689cb1b53	[feat] autocomplete: add kagi autocompleter	2026-08-05 00:00:54 +08:00
Bnyro	aa059419ff	[fix] autocompleter: suggestions contain HTML escape codes The results were previously HTML-escaped for some reason. That doesn't really make much sense because they never got unescaped anywhere. For example, `A&B` gets escaped to `A&B` and never unescaped, so the autocompletion frontend shows `A&B`, which isn't user-friendly at all. Also, it doesn't make sense to escape the full JSON instead of only escaping the suggestion texts individually because that makes it even more unclear.	2026-08-03 19:17:57 +02:00
vojkovic	0734ee6c71	[build] /static	2026-08-03 19:51:02 +08:00
vojkovic	d81810d2a7	[fix] autocomplete: drop POST method	2026-08-03 19:51:02 +08:00
vojkovic	8892414dc3	[feat] add kagi favicon resolver	2026-08-01 11:09:50 +08:00
dependabot[bot]	6bfd82705a	[upd] github-actions: Bump docker/login-action from 4.5.0 to 4.5.2 (#6478 ) Bumps [docker/login-action](https://github.com/docker/login-action) from 4.5.0 to 4.5.2. - [Release notes](https://github.com/docker/login-action/releases) - [Commits](https://github.com/docker/login-action/compare/06fb636fac595d6fb4b28a5dfcb21a6f5091859c...371161bbe7024a29a25c5e19bfcbc0804fe9ad2c) --- updated-dependencies: - dependency-name: docker/login-action dependency-version: 4.5.2 dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-07-31 17:03:08 +02:00
vojkovic	057a77168d	[ci] add ai policy checkbox detection	2026-07-31 06:28:06 +08:00
Ilya Bogin	0be6f87801	[feat] engines: add keenable (general)	2026-07-30 16:11:42 +02:00
Ivan Gabaldon	ef3a6ea9fd	[mod] data: update searx.data - update_currencies.py (#6475 )	2026-07-30 15:16:02 +02:00
Ivan Gabaldon	f25b75e613	[mod] py: cleanup link_token.py	2026-07-30 14:54:39 +02:00
Bnyro	98e10f9ab4	[mod] swisscows: use alphabet from `string` module instead of hardcoding alphabet	2026-07-30 14:54:39 +02:00
Bnyro	a449518ed4	[mod] engines: replace [random.choice(...) for ... in range(..)] with random.choices	2026-07-30 14:54:39 +02:00
Bnyro	702f702f9b	[del] reddit: remove engine, requires authentication now	2026-07-30 14:53:46 +02:00
github-actions[bot]	afdfd81613	[mod] data: update searx.data - update_firefox_version.py (#6466 ) Co-authored-by: searxng-bot <searxng-bot@users.noreply.github.com>	2026-07-30 14:26:18 +02:00
github-actions[bot]	c81ed99c69	[mod] data: update searx.data - update_engine_traits.py (#6468 ) Co-authored-by: searxng-bot <searxng-bot@users.noreply.github.com>	2026-07-30 14:26:02 +02:00
github-actions[bot]	ecf8497b65	[mod] data: update searx.data - update_ahmia_blacklist.py (#6467 ) Co-authored-by: searxng-bot <searxng-bot@users.noreply.github.com>	2026-07-30 14:25:37 +02:00
Ivan Gabaldon	e28131f8d4	[mod] docs: sidebar remove verbose features (#6465 ) Remove all references to `dev.searxng.org` and get rid of some highlights	2026-07-30 14:24:39 +02:00
Léon Tiekötter	81b0ed7b38	chore: remove presearch engine Removing the presearch engine and configuration because it got shutdown. ref.: https://news.presearch.io/a-message-from-the-presearch-team-aaa448052b2b https://x.com/presearchnews/status/2080744472791441807	2026-07-30 14:23:05 +02:00
prodzeus	c01178d031	Updated pronoun in favicons documentation (#6464 ) Updated pronoun 'his' to 'their', to be more inclusive.	2026-07-28 21:40:42 +02:00
github-actions[bot]	c73861ab46	[l10n] update translations from Weblate (#6447 ) c62975ec7 - 2026-07-22 - alexgabi <alexgabi@noreply.codeberg.org> a0f3db680 - 2026-07-23 - gallegonovato <gallegonovato@noreply.codeberg.org> c1271523f - 2026-07-17 - codebergnew2 <codebergnew2@noreply.codeberg.org> Co-authored-by: searxng-bot <searxng-bot@users.noreply.github.com>	2026-07-28 21:03:43 +02:00
dependabot[bot]	891bc69550	[upd] web-client (simple): Bump the minor group across 1 directory with 6 updates (#6445 ) Bumps the minor group with 6 updates in the /client/simple directory: \| Package \| From \| To \| \| --- \| --- \| --- \| \| [@biomejs/biome](https://github.com/biomejs/biome/tree/HEAD/packages/@biomejs/biome) \| `2.5.3` \| `2.5.5` \| \| [browserslist](https://github.com/browserslist/browserslist) \| `4.28.6` \| `4.28.7` \| \| [less](https://github.com/less/less.js) \| `4.6.7` \| `4.8.0` \| \| [stylelint](https://github.com/stylelint/stylelint) \| `17.14.0` \| `17.14.1` \| \| [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) \| `8.1.4` \| `8.1.5` \| \| [vite-bundle-analyzer](https://github.com/nonzzz/vite-bundle-analyzer) \| `1.3.8` \| `1.3.9` \| Updates `@biomejs/biome` from 2.5.3 to 2.5.5 - [Release notes](https://github.com/biomejs/biome/releases) - [Changelog](https://github.com/biomejs/biome/blob/main/packages/@biomejs/biome/CHANGELOG.md) - [Commits](https://github.com/biomejs/biome/commits/@biomejs/biome@2.5.5/packages/@biomejs/biome) Updates `browserslist` from 4.28.6 to 4.28.7 - [Release notes](https://github.com/browserslist/browserslist/releases) - [Changelog](https://github.com/browserslist/browserslist/blob/main/CHANGELOG.md) - [Commits](https://github.com/browserslist/browserslist/compare/4.28.6...4.28.7) Updates `less` from 4.6.7 to 4.8.0 - [Release notes](https://github.com/less/less.js/releases) - [Changelog](https://github.com/less/less.js/blob/master/CHANGELOG.md) - [Commits](https://github.com/less/less.js/compare/v4.6.7...v4.8.0) Updates `stylelint` from 17.14.0 to 17.14.1 - [Release notes](https://github.com/stylelint/stylelint/releases) - [Changelog](https://github.com/stylelint/stylelint/blob/main/CHANGELOG.md) - [Commits](https://github.com/stylelint/stylelint/compare/17.14.0...17.14.1) Updates `vite` from 8.1.4 to 8.1.5 - [Release notes](https://github.com/vitejs/vite/releases) - [Changelog](https://github.com/vitejs/vite/blob/main/packages/vite/CHANGELOG.md) - [Commits](https://github.com/vitejs/vite/commits/v8.1.5/packages/vite) Updates `vite-bundle-analyzer` from 1.3.8 to 1.3.9 - [Release notes](https://github.com/nonzzz/vite-bundle-analyzer/releases) - [Changelog](https://github.com/nonzzz/vite-bundle-analyzer/blob/master/CHANGELOG.md) - [Commits](https://github.com/nonzzz/vite-bundle-analyzer/compare/v1.3.8...v1.3.9) --- updated-dependencies: - dependency-name: "@biomejs/biome" dependency-version: 2.5.5 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: minor - dependency-name: browserslist dependency-version: 4.28.7 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: minor - dependency-name: less dependency-version: 4.8.0 dependency-type: direct:development update-type: version-update:semver-minor dependency-group: minor - dependency-name: stylelint dependency-version: 17.14.1 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: minor - dependency-name: vite dependency-version: 8.1.5 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: minor - dependency-name: vite-bundle-analyzer dependency-version: 1.3.9 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: minor ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-07-28 21:02:52 +02:00
dependabot[bot]	d661b6114d	[upd] pypi: Bump certifi from 2026.6.17 to 2026.7.22 in the minor group (#6446 ) Bumps the minor group with 1 update: [certifi](https://github.com/certifi/python-certifi). Updates `certifi` from 2026.6.17 to 2026.7.22 - [Commits](https://github.com/certifi/python-certifi/compare/2026.06.17...2026.07.22) --- updated-dependencies: - dependency-name: certifi dependency-version: 2026.7.22 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: minor ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-07-28 20:52:53 +02:00
Bnyro	8372f5d855	[fix] exaapi: missing shortcut causes engine to crash	2026-07-28 18:33:27 +02:00
kesku	8f8b5d2b8d	[feat] engines: add Exa Search API engine	2026-07-28 18:02:42 +02:00