From 4a172fce565e158b06db41f22002d5c69c32528a Mon Sep 17 00:00:00 2001
From: Ryan Westfall <ryan@aimloperations.com>
Date: Mon, 3 Aug 2026 14:25:10 -0500
Subject: [PATCH 1/2] Add message actions and grounded citation Sources (#97,
 #98)

Wire copy/thumbs/export on chat bubbles and render live + hydrated Sources from citations frames so users can rate, export, and inspect grounded answers.
---
 llm-fe/ANALYTICS.md                           |   4 +
 llm-fe/package-lock.json                      | 536 ++++++++++++++++--
 llm-fe/package.json                           |   7 +
 llm-fe/src/App.tsx                            |   2 +
 .../ConversationDetailCard.citations.test.tsx |  80 +++
 .../ConversationDetailCard.tsx                | 200 ++++++-
 .../CustomCodeBlock/CustomCodeBlock.tsx       |  81 ++-
 .../CustomPreBlock/CustomPreBlock.tsx         |  30 +-
 .../MessageActions/MessageActions.tsx         | 362 ++++++++++++
 .../components/SourcesList/SourcesList.tsx    | 138 +++++
 .../llm-fe/components/ToastHost/ToastHost.tsx |  40 ++
 llm-fe/src/llm-fe/contexts/MessageContext.tsx |  66 ++-
 llm-fe/src/llm-fe/data.ts                     |  19 +-
 .../pages/AsyncDashboard2/AsyncDashboard2.tsx | 135 ++++-
 llm-fe/src/llm-fe/utils/analytics.ts          |   5 +
 llm-fe/src/llm-fe/utils/clipboard.test.ts     |  51 ++
 llm-fe/src/llm-fe/utils/clipboard.ts          |  33 ++
 llm-fe/src/llm-fe/utils/downloadFile.ts       |  24 +
 .../llm-fe/utils/export/exportChat.test.ts    |  67 +++
 llm-fe/src/llm-fe/utils/export/exportChat.ts  | 477 ++++++++++++++++
 .../src/llm-fe/utils/export/markdownUtils.ts  | 134 +++++
 .../src/llm-fe/utils/promptFeedback.test.ts   |  45 ++
 llm-fe/src/llm-fe/utils/promptFeedback.ts     |  39 ++
 llm-fe/src/llm-fe/utils/toastBus.ts           |  17 +
 llm-fe/src/llm-fe/utils/wsFrames.test.ts      |  52 ++
 llm-fe/src/llm-fe/utils/wsFrames.ts           |  56 ++
 26 files changed, 2588 insertions(+), 112 deletions(-)
 create mode 100644 llm-fe/src/llm-fe/components/ConversationDetailCard/ConversationDetailCard.citations.test.tsx
 create mode 100644 llm-fe/src/llm-fe/components/MessageActions/MessageActions.tsx
 create mode 100644 llm-fe/src/llm-fe/components/SourcesList/SourcesList.tsx
 create mode 100644 llm-fe/src/llm-fe/components/ToastHost/ToastHost.tsx
 create mode 100644 llm-fe/src/llm-fe/utils/clipboard.test.ts
 create mode 100644 llm-fe/src/llm-fe/utils/clipboard.ts
 create mode 100644 llm-fe/src/llm-fe/utils/downloadFile.ts
 create mode 100644 llm-fe/src/llm-fe/utils/export/exportChat.test.ts
 create mode 100644 llm-fe/src/llm-fe/utils/export/exportChat.ts
 create mode 100644 llm-fe/src/llm-fe/utils/export/markdownUtils.ts
 create mode 100644 llm-fe/src/llm-fe/utils/promptFeedback.test.ts
 create mode 100644 llm-fe/src/llm-fe/utils/promptFeedback.ts
 create mode 100644 llm-fe/src/llm-fe/utils/toastBus.ts
 create mode 100644 llm-fe/src/llm-fe/utils/wsFrames.test.ts
 create mode 100644 llm-fe/src/llm-fe/utils/wsFrames.ts

diff --git a/llm-fe/ANALYTICS.md b/llm-fe/ANALYTICS.md
index 2536ead..a5a84a8 100644
--- a/llm-fe/ANALYTICS.md
+++ b/llm-fe/ANALYTICS.md
@@ -27,6 +27,10 @@ Page views: always via `Tracker` / `tracker.js` on prod + beta.
 | Account Delete Started | `ACCOUNT_DELETE_STARTED` | DeleteAccountSection | — |
 | Account Delete Success | `ACCOUNT_DELETE_SUCCESS` | DeleteAccountSection | — |
 | Account Delete Failed | `ACCOUNT_DELETE_FAILED` | DeleteAccountSection | — |
+| Message Copied | `MESSAGE_COPIED` | MessageActions | `{ role }` |
+| Message Rated | `MESSAGE_RATED` | MessageActions | `{ rating: 'up' \| 'down' \| 'cleared' }` |
+| Message Rating Reason | `MESSAGE_RATING_REASON` | MessageActions | `{ reason, hasComment }` |
+| Message Exported | `MESSAGE_EXPORTED` | MessageActions, AsyncDashboard2 | `{ format, scope }` |
 
 ## Identify
 
diff --git a/llm-fe/package-lock.json b/llm-fe/package-lock.json
index c1b5967..068dcf3 100644
--- a/llm-fe/package-lock.json
+++ b/llm-fe/package-lock.json
@@ -25,15 +25,21 @@
         "@testing-library/user-event": "^14.5.2",
         "@types/jest": "^29.5.14",
         "@types/node": "^22.10.2",
+        "@types/papaparse": "^5.5.2",
+        "@types/pdfmake": "^0.3.3",
         "axios": "^1.13.2",
         "babel-loader": "^9.2.1",
         "bootstrap": "^5.3.3",
+        "brace-expansion": "file:vendor/brace-expansion-compat",
         "chroma-js": "^3.1.2",
+        "docx": "^9.7.1",
         "formik": "^2.4.6",
         "jwt-decode": "^4.0.0",
         "lodash": "^4.17.21",
         "markdown-to-jsx": "^7.7.2",
         "mini.css": "^3.0.1",
+        "papaparse": "^5.5.4",
+        "pdfmake": "^0.3.11",
         "react-bootstrap": "^2.10.6",
         "react-code-blocks": "^0.1.6",
         "react-github-btn": "^1.4.0",
@@ -46,11 +52,12 @@
         "web-vitals": "^4.2.4",
         "webpack": "^5.97.1",
         "webpack-cli": "^5.1.4",
-        "yup": "^1.5.0",
-        "brace-expansion": "file:vendor/brace-expansion-compat"
+        "xlsx": "^0.18.5",
+        "yup": "^1.5.0"
       },
       "devDependencies": {
         "@capacitor/assets": "^3.0.5",
+        "@testing-library/dom": "^10.4.1",
         "@types/bootstrap": "~5.2.10",
         "@types/lodash": "~4.17.13",
         "@types/react": "^18.3.16",
@@ -2489,7 +2496,7 @@
       "version": "0.8.1",
       "resolved": "https://registry.npmjs.org/@cspotcode/source-map-support/-/source-map-support-0.8.1.tgz",
       "integrity": "sha512-IchNf6dN4tHoMFIn/7OE8LWZ19Y6q/67Bmf6vnGREv8RSbBVb9LPJxEcnwrcwX6ixSvaiGoomAUvu4YSxXrVgw==",
-      "devOptional": true,
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@jridgewell/trace-mapping": "0.3.9"
@@ -2502,7 +2509,7 @@
       "version": "0.3.9",
       "resolved": "https://registry.npmjs.org/@jridgewell/trace-mapping/-/trace-mapping-0.3.9.tgz",
       "integrity": "sha512-3Belt6tdc8bPgAtbcmdtNJlirVoTmEb5e2gC94PnkwEW9jI6CAHUeoG85tjWP5WquqfavoMtMwiG4P926ZKKuQ==",
-      "devOptional": true,
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@jridgewell/resolve-uri": "^3.0.3",
@@ -5009,6 +5016,30 @@
         "node": ">=4.0"
       }
     },
+    "node_modules/@noble/ciphers": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/@noble/ciphers/-/ciphers-1.3.0.tgz",
+      "integrity": "sha512-2I0gnIVPtfnMw9ee9h1dJG7tp81+8Ob3OJb3Mv37rx5L40/b0i7djjCVvGOVqc9AEIQyvyu1i6ypKdFw8R8gQw==",
+      "license": "MIT",
+      "engines": {
+        "node": "^14.21.3 || >=16"
+      },
+      "funding": {
+        "url": "https://paulmillr.com/funding/"
+      }
+    },
+    "node_modules/@noble/hashes": {
+      "version": "1.8.0",
+      "resolved": "https://registry.npmjs.org/@noble/hashes/-/hashes-1.8.0.tgz",
+      "integrity": "sha512-jCs9ldd7NwzpgXDIf6P3+NrHh9/sD6CQdxHyjQI+h/6rDNo88ypBxxz45UDuZHz9r3tNz7N/VInSVoVdtXEI4A==",
+      "license": "MIT",
+      "engines": {
+        "node": "^14.21.3 || >=16"
+      },
+      "funding": {
+        "url": "https://paulmillr.com/funding/"
+      }
+    },
     "node_modules/@nodelib/fs.scandir": {
       "version": "2.1.5",
       "resolved": "https://registry.npmjs.org/@nodelib/fs.scandir/-/fs.scandir-2.1.5.tgz",
@@ -5546,18 +5577,19 @@
       }
     },
     "node_modules/@testing-library/dom": {
-      "version": "10.4.0",
-      "resolved": "https://registry.npmjs.org/@testing-library/dom/-/dom-10.4.0.tgz",
-      "integrity": "sha512-pemlzrSESWbdAloYml3bAJMEfNh1Z7EduzqPKprCH5S341frlpYnUEW0H72dLxa6IsYr+mPno20GiSm+h9dEdQ==",
-      "peer": true,
+      "version": "10.4.1",
+      "resolved": "https://registry.npmjs.org/@testing-library/dom/-/dom-10.4.1.tgz",
+      "integrity": "sha512-o4PXJQidqJl82ckFaXUeoAW+XysPLauYI43Abki5hABd853iMhitooc6znOnczgbTYmEP6U6/y1ZyKAIsvMKGg==",
+      "dev": true,
+      "license": "MIT",
       "dependencies": {
         "@babel/code-frame": "^7.10.4",
         "@babel/runtime": "^7.12.5",
         "@types/aria-query": "^5.0.1",
         "aria-query": "5.3.0",
-        "chalk": "^4.1.0",
         "dom-accessibility-api": "^0.5.9",
         "lz-string": "^1.5.0",
+        "picocolors": "1.1.1",
         "pretty-format": "^27.0.2"
       },
       "engines": {
@@ -5941,35 +5973,36 @@
       "version": "1.0.12",
       "resolved": "https://registry.npmjs.org/@tsconfig/node10/-/node10-1.0.12.tgz",
       "integrity": "sha512-UCYBaeFvM11aU2y3YPZ//O5Rhj+xKyzy7mvcIoAjASbigy8mHMryP5cK7dgjlz2hWxh1g5pLw084E0a/wlUSFQ==",
-      "devOptional": true,
+      "dev": true,
       "license": "MIT"
     },
     "node_modules/@tsconfig/node12": {
       "version": "1.0.11",
       "resolved": "https://registry.npmjs.org/@tsconfig/node12/-/node12-1.0.11.tgz",
       "integrity": "sha512-cqefuRsh12pWyGsIoBKJA9luFu3mRxCA+ORZvA4ktLSzIuCUtWVxGIuXigEwO5/ywWFMZ2QEGKWvkZG1zDMTag==",
-      "devOptional": true,
+      "dev": true,
       "license": "MIT"
     },
     "node_modules/@tsconfig/node14": {
       "version": "1.0.3",
       "resolved": "https://registry.npmjs.org/@tsconfig/node14/-/node14-1.0.3.tgz",
       "integrity": "sha512-ysT8mhdixWK6Hw3i1V2AeRqZ5WfXg1G43mqoYlM2nc6388Fq5jcXyr5mRsqViLx/GJYdoL0bfXD8nmF+Zn/Iow==",
-      "devOptional": true,
+      "dev": true,
       "license": "MIT"
     },
     "node_modules/@tsconfig/node16": {
       "version": "1.0.4",
       "resolved": "https://registry.npmjs.org/@tsconfig/node16/-/node16-1.0.4.tgz",
       "integrity": "sha512-vxhUy4J8lyeyinH7Azl1pdd43GJhZH/tP2weN8TntQblOY+A0XbT8DJk1/oCPuOOyg/Ja757rG0CgHcWC8OfMA==",
-      "devOptional": true,
+      "dev": true,
       "license": "MIT"
     },
     "node_modules/@types/aria-query": {
       "version": "5.0.4",
       "resolved": "https://registry.npmjs.org/@types/aria-query/-/aria-query-5.0.4.tgz",
       "integrity": "sha512-rfT93uj5s0PRL7EzccGMs3brplhcrghnDoV26NqKhCAS1hVo+WdNsPvE/yb6ilfr5hi2MEk6d5EWJTKdxg8jVw==",
-      "peer": true
+      "dev": true,
+      "license": "MIT"
     },
     "node_modules/@types/babel__core": {
       "version": "7.20.5",
@@ -6315,11 +6348,39 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/@types/papaparse": {
+      "version": "5.5.2",
+      "resolved": "https://registry.npmjs.org/@types/papaparse/-/papaparse-5.5.2.tgz",
+      "integrity": "sha512-gFnFp/JMzLHCwRf7tQHrNnfhN4eYBVYYI897CGX4MY1tzY9l2aLkVyx2IlKZ/SAqDbB3I1AOZW5gTMGGsqWliA==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/node": "*"
+      }
+    },
     "node_modules/@types/parse-json": {
       "version": "4.0.2",
       "resolved": "https://registry.npmjs.org/@types/parse-json/-/parse-json-4.0.2.tgz",
       "integrity": "sha512-dISoDXWWQwUquiKsyZ4Ng+HX2KsPL7LyHKHQwgGFEA3IaKac4Obd+h2a/a6waisAoepJlBcx9paWqjA8/HVjCw=="
     },
+    "node_modules/@types/pdfkit": {
+      "version": "0.17.6",
+      "resolved": "https://registry.npmjs.org/@types/pdfkit/-/pdfkit-0.17.6.tgz",
+      "integrity": "sha512-tIwzxk2uWKp0Cq9JIluQXJid77lYhF52EsIOwhsMF4iWLA6YneoBR1xVKYYdAysHuepUB0OX4tdwMiUDdGKmig==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/node": "*"
+      }
+    },
+    "node_modules/@types/pdfmake": {
+      "version": "0.3.3",
+      "resolved": "https://registry.npmjs.org/@types/pdfmake/-/pdfmake-0.3.3.tgz",
+      "integrity": "sha512-ufbceB4Q3dKpmFUMKEbZvJcfLi8+C5b1+rTFVG6urtkS3FHwaTQH6NCh/iEEDINlApCxH/W3/rsq99pP5E9/JA==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/node": "*",
+        "@types/pdfkit": "*"
+      }
+    },
     "node_modules/@types/prettier": {
       "version": "2.7.3",
       "resolved": "https://registry.npmjs.org/@types/prettier/-/prettier-2.7.3.tgz",
@@ -6353,7 +6414,7 @@
       "version": "18.3.5",
       "resolved": "https://registry.npmjs.org/@types/react-dom/-/react-dom-18.3.5.tgz",
       "integrity": "sha512-P4t6saawp+b/dFrUr2cvkVsfvPguwsxtH6dNIYRllMsefqFzkZk5UIjzyDOv5g1dXIPdG4Sp1yCR4Z6RCUsG/Q==",
-      "devOptional": true,
+      "dev": true,
       "peerDependencies": {
         "@types/react": "^18.0.0"
       }
@@ -7048,6 +7109,15 @@
         "node": ">=8.9"
       }
     },
+    "node_modules/adler-32": {
+      "version": "1.3.1",
+      "resolved": "https://registry.npmjs.org/adler-32/-/adler-32-1.3.1.tgz",
+      "integrity": "sha512-ynZ4w/nUUv5rrsR8UUGoe1VC9hZj6V5hU9Qw1HlMDJGEJw5S7TfTErWTjMys6M7vr0YWcPqs3qAr4ss0nDfP+A==",
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=0.8"
+      }
+    },
     "node_modules/agent-base": {
       "version": "6.0.2",
       "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-6.0.2.tgz",
@@ -7972,11 +8042,29 @@
         "node": ">=8"
       }
     },
+    "node_modules/brotli": {
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/brotli/-/brotli-1.3.3.tgz",
+      "integrity": "sha512-oTKjJdShmDuGW94SyyaoQvAjf30dZaHnjJ8uAF+u2/vGJkJbJPJAT1gDiOJP5v1Zb6f9KEyW/1HpuaWIXtGHPg==",
+      "license": "MIT",
+      "dependencies": {
+        "base64-js": "^1.1.2"
+      }
+    },
     "node_modules/browser-process-hrtime": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/browser-process-hrtime/-/browser-process-hrtime-1.0.0.tgz",
       "integrity": "sha512-9o5UecI3GhkpM6DrXr69PblIuWxPKk9Y0jHBRhdocZ2y7YECBFCsHm79Pr3OyR2AvjhDkabFJaDJMYRazHgsow=="
     },
+    "node_modules/browserify-zlib": {
+      "version": "0.2.0",
+      "resolved": "https://registry.npmjs.org/browserify-zlib/-/browserify-zlib-0.2.0.tgz",
+      "integrity": "sha512-Z942RysHXmJrhqk88FmKBVq/v5tqmSkDz7p54G/MGyjMnCFFnC79XWNbg+Vta8W6Wb2qtSZTSxIGkJrRpCFEiA==",
+      "license": "MIT",
+      "dependencies": {
+        "pako": "~1.0.5"
+      }
+    },
     "node_modules/browserslist": {
       "version": "4.28.7",
       "resolved": "https://registry.npmjs.org/browserslist/-/browserslist-4.28.7.tgz",
@@ -8206,6 +8294,19 @@
         "node": ">=4"
       }
     },
+    "node_modules/cfb": {
+      "version": "1.2.2",
+      "resolved": "https://registry.npmjs.org/cfb/-/cfb-1.2.2.tgz",
+      "integrity": "sha512-KfdUZsSOw19/ObEWasvBP/Ac4reZvAGauZhs6S/gqNhXhI7cKwvlH7ulj+dOEYnca4bm4SGo8C1bTAQvnTjgQA==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "adler-32": "~1.3.0",
+        "crc-32": "~1.2.0"
+      },
+      "engines": {
+        "node": ">=0.8"
+      }
+    },
     "node_modules/chalk": {
       "version": "4.1.2",
       "resolved": "https://registry.npmjs.org/chalk/-/chalk-4.1.2.tgz",
@@ -8380,6 +8481,15 @@
         "wrap-ansi": "^7.0.0"
       }
     },
+    "node_modules/clone": {
+      "version": "2.1.2",
+      "resolved": "https://registry.npmjs.org/clone/-/clone-2.1.2.tgz",
+      "integrity": "sha512-3Pe/CF1Nn94hyhIYpjtiLhdCoEoz0DqQ+988E9gmeEdQZlojxnOb74wctFyuwWQHzqyf9X7C7MG8juUpqBJT8w==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.8"
+      }
+    },
     "node_modules/clone-deep": {
       "version": "4.0.1",
       "resolved": "https://registry.npmjs.org/clone-deep/-/clone-deep-4.0.1.tgz",
@@ -8410,6 +8520,15 @@
         "node": ">= 0.12.0"
       }
     },
+    "node_modules/codepage": {
+      "version": "1.15.0",
+      "resolved": "https://registry.npmjs.org/codepage/-/codepage-1.15.0.tgz",
+      "integrity": "sha512-3g6NUTPd/YtuuGrhMnOMRjFc+LJw/bnMp3+0r/Wcz3IXUuCosKRJvMphm5+Q+bvTVGcJJuRvVLuYba+WojaFaA==",
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=0.8"
+      }
+    },
     "node_modules/collect-v8-coverage": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/collect-v8-coverage/-/collect-v8-coverage-1.0.2.tgz",
@@ -8890,11 +9009,23 @@
         "node": ">=10"
       }
     },
+    "node_modules/crc-32": {
+      "version": "1.2.2",
+      "resolved": "https://registry.npmjs.org/crc-32/-/crc-32-1.2.2.tgz",
+      "integrity": "sha512-ROmzCKrTnOwybPcJApAA6WBWij23HVfGVNKqqrZpuyZOHqK2CwHSvpGuyt/UNNvaIjEd8X5IFGp4Mh+Ie1IHJQ==",
+      "license": "Apache-2.0",
+      "bin": {
+        "crc32": "bin/crc32.njs"
+      },
+      "engines": {
+        "node": ">=0.8"
+      }
+    },
     "node_modules/create-require": {
       "version": "1.1.1",
       "resolved": "https://registry.npmjs.org/create-require/-/create-require-1.1.1.tgz",
       "integrity": "sha512-dcKFX3jn0MpIaXjisoRvexIJVEKzaq7z2rZKxf+MSr9TkdmHmsU4m2lcLojrj/FHl8mk5VxMmYA+ftRkP/3oKQ==",
-      "devOptional": true,
+      "dev": true,
       "license": "MIT"
     },
     "node_modules/cross-spawn": {
@@ -9696,6 +9827,12 @@
       "resolved": "https://registry.npmjs.org/ms/-/ms-2.0.0.tgz",
       "integrity": "sha512-Tpp60P6IUJDTuOq/5Z8cdskzJujfwqfOTkrwIwj7IRISpnkJnT6SyJ4PCPnGMoFjC9ddhal5KVIYtAt97ix05A=="
     },
+    "node_modules/dfa": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/dfa/-/dfa-1.2.0.tgz",
+      "integrity": "sha512-ED3jP8saaweFTjeGX8HQPjeC1YYyZs98jGNZx6IiBvxW7JG5v492kamAQB3m2wop07CvU/RQmzcKr6bgcC5D/Q==",
+      "license": "MIT"
+    },
     "node_modules/didyoumean": {
       "version": "1.2.2",
       "resolved": "https://registry.npmjs.org/didyoumean/-/didyoumean-1.2.2.tgz",
@@ -9757,11 +9894,62 @@
         "node": ">=6.0.0"
       }
     },
+    "node_modules/docx": {
+      "version": "9.7.1",
+      "resolved": "https://registry.npmjs.org/docx/-/docx-9.7.1.tgz",
+      "integrity": "sha512-ilXFf9Moz47ABjFpDiA5s1w9lpb4EFSp7+5iiJSbfyYDM+bpZdAgLlSr7fW4aXhVe/E+F6QCv0EvRVFEd5CsWg==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/node": "^25.2.3",
+        "hash.js": "^1.1.7",
+        "jszip": "^3.10.1",
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@@ -22058,7 +22446,7 @@
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       "resolved": "https://registry.npmjs.org/acorn-walk/-/acorn-walk-8.3.5.tgz",
       "integrity": "sha512-HEHNfbars9v4pgpW6SO1KSPkfoS0xVOM/9UzkJltjlsHZmJasxg8aXkuZa7SMf8vKGIBhpUsPluQSqhJFCqebw==",
-      "devOptional": true,
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "acorn": "^8.11.0"
@@ -22071,14 +22459,14 @@
       "version": "4.1.3",
       "resolved": "https://registry.npmjs.org/arg/-/arg-4.1.3.tgz",
       "integrity": "sha512-58S9QDqG0Xx27YwPSt9fJxivjYl432YCwfDMfZ+71RAqUrZef7LrKQZ3LHLOwCS4FLNBplP533Zx895SeOCHvA==",
-      "devOptional": true,
+      "dev": true,
       "license": "MIT"
     },
     "node_modules/ts-node/node_modules/diff": {
       "version": "4.0.4",
       "resolved": "https://registry.npmjs.org/diff/-/diff-4.0.4.tgz",
       "integrity": "sha512-X07nttJQkwkfKfvTPG/KSnE2OMdcUCao6+eXF3wmnIQRn2aPAHH3VxDbDOdegkd6JbPsXqShpvEOHfAT+nCNwQ==",
-      "devOptional": true,
+      "dev": true,
       "license": "BSD-3-Clause",
       "engines": {
         "node": ">=0.3.1"
@@ -22263,6 +22651,7 @@
       "version": "4.9.5",
       "resolved": "https://registry.npmjs.org/typescript/-/typescript-4.9.5.tgz",
       "integrity": "sha512-1FXk9E2Hm+QzZQ7z+McJiHL4NW1F2EzMu9Nq9i3zAaGqibafqYwCVU6WyWAuyQRRzOlxou8xZSyXLEN8oKj24g==",
+      "dev": true,
       "bin": {
         "tsc": "bin/tsc",
         "tsserver": "bin/tsserver"
@@ -22349,6 +22738,16 @@
         "node": ">=4"
       }
     },
+    "node_modules/unicode-properties": {
+      "version": "1.4.1",
+      "resolved": "https://registry.npmjs.org/unicode-properties/-/unicode-properties-1.4.1.tgz",
+      "integrity": "sha512-CLjCCLQ6UuMxWnbIylkisbRj31qxHPAurvena/0iwSVbQ2G1VY5/HjV0IRabOEbDHlzZlRdCrD4NhB0JtU40Pg==",
+      "license": "MIT",
+      "dependencies": {
+        "base64-js": "^1.3.0",
+        "unicode-trie": "^2.0.0"
+      }
+    },
     "node_modules/unicode-property-aliases-ecmascript": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/unicode-property-aliases-ecmascript/-/unicode-property-aliases-ecmascript-2.1.0.tgz",
@@ -22357,6 +22756,22 @@
         "node": ">=4"
       }
     },
+    "node_modules/unicode-trie": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/unicode-trie/-/unicode-trie-2.0.0.tgz",
+      "integrity": "sha512-x7bc76x0bm4prf1VLg79uhAzKw8DVboClSN5VxJuQ+LKDOVEW9CdH+VY7SP+vX7xCYQqzzgQpFqz15zeLvAtZQ==",
+      "license": "MIT",
+      "dependencies": {
+        "pako": "^0.2.5",
+        "tiny-inflate": "^1.0.0"
+      }
+    },
+    "node_modules/unicode-trie/node_modules/pako": {
+      "version": "0.2.9",
+      "resolved": "https://registry.npmjs.org/pako/-/pako-0.2.9.tgz",
+      "integrity": "sha512-NUcwaKxUxWrZLpDG+z/xZaCgQITkA/Dv4V/T6bw7VON6l1Xz/VnrBqrYjZQ12TamKHzITTfOEIYUj48y2KXImA==",
+      "license": "MIT"
+    },
     "node_modules/unique-string": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/unique-string/-/unique-string-2.0.0.tgz",
@@ -22484,7 +22899,7 @@
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/v8-compile-cache-lib/-/v8-compile-cache-lib-3.0.1.tgz",
       "integrity": "sha512-wa7YjyUGfNZngI/vtK0UHAN+lgDCxBPCylVXGp0zu59Fz5aiGtNXaq3DhIov063MorB+VfufLh3JlF2KdTK3xg==",
-      "devOptional": true,
+      "dev": true,
       "license": "MIT"
     },
     "node_modules/v8-to-istanbul": {
@@ -23053,6 +23468,24 @@
       "resolved": "https://registry.npmjs.org/wildcard/-/wildcard-2.0.1.tgz",
       "integrity": "sha512-CC1bOL87PIWSBhDcTrdeLo6eGT7mCFtrg0uIJtqJUFyK+eJnzl8A1niH56uu7KMa5XFrtiV+AQuHO3n7DsHnLQ=="
     },
+    "node_modules/wmf": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wmf/-/wmf-1.0.2.tgz",
+      "integrity": "sha512-/p9K7bEh0Dj6WbXg4JG0xvLQmIadrner1bi45VMJTfnbVHsc7yIajZyoSoK60/dtVBs12Fm6WkUI5/3WAVsNMw==",
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=0.8"
+      }
+    },
+    "node_modules/word": {
+      "version": "0.3.0",
+      "resolved": "https://registry.npmjs.org/word/-/word-0.3.0.tgz",
+      "integrity": "sha512-OELeY0Q61OXpdUfTp+oweA/vtLVg5VDOXh+3he3PNzLGG/y0oylSOC1xRVj0+l4vQ3tj/bB1HVHv1ocXkQceFA==",
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=0.8"
+      }
+    },
     "node_modules/word-wrap": {
       "version": "1.2.5",
       "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
@@ -23449,11 +23882,37 @@
         "node": ">=10.0.0"
       }
     },
+    "node_modules/xlsx": {
+      "version": "0.18.5",
+      "resolved": "https://registry.npmjs.org/xlsx/-/xlsx-0.18.5.tgz",
+      "integrity": "sha512-dmg3LCjBPHZnQp5/F/+nnTa+miPJxUXB6vtk42YjBBKayDNagxGEeIdWApkYPOf3Z3pm3k62Knjzp7lMeTEtFQ==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "adler-32": "~1.3.0",
+        "cfb": "~1.2.1",
+        "codepage": "~1.15.0",
+        "crc-32": "~1.2.1",
+        "ssf": "~0.11.2",
+        "wmf": "~1.0.1",
+        "word": "~0.3.0"
+      },
+      "bin": {
+        "xlsx": "bin/xlsx.njs"
+      },
+      "engines": {
+        "node": ">=0.8"
+      }
+    },
+    "node_modules/xml": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/xml/-/xml-1.0.1.tgz",
+      "integrity": "sha512-huCv9IH9Tcf95zuYCsQraZtWnJvBtLVE0QHMOs8bWyZAFZNDcYjsPq1nEx8jKA9y+Beo9v+7OBPRisQTjinQMw==",
+      "license": "MIT"
+    },
     "node_modules/xml-js": {
       "version": "1.6.11",
       "resolved": "https://registry.npmjs.org/xml-js/-/xml-js-1.6.11.tgz",
       "integrity": "sha512-7rVi2KMfwfWFl+GpPg6m80IVMWXLRjO+PxTq7V2CDhoGak0wzYzFgUY2m4XJ47OGdXd8eLE8EmwfAmdjw7lC1g==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "sax": "^1.2.4"
@@ -23503,6 +23962,18 @@
       "resolved": "https://registry.npmjs.org/xmlchars/-/xmlchars-2.2.0.tgz",
       "integrity": "sha512-JZnDKK8B0RCDw84FNdDAIpZK+JuJw+s7Lz8nksI7SIuU3UXJJslUthsi+uWBUYOwPFwW7W7PRLRfUKpxjtjFCw=="
     },
+    "node_modules/xmldoc": {
+      "version": "2.0.3",
+      "resolved": "https://registry.npmjs.org/xmldoc/-/xmldoc-2.0.3.tgz",
+      "integrity": "sha512-6gRk4NY/Jvg67xn7OzJuxLRsGgiXBaPUQplVJ/9l99uIugxh4FTOewYz5ic8WScj7Xx/2WvhENiQKwkK9RpE4w==",
+      "license": "MIT",
+      "dependencies": {
+        "sax": "^1.4.3"
+      },
+      "engines": {
+        "node": ">=12.0.0"
+      }
+    },
     "node_modules/xpath": {
       "version": "0.0.32",
       "resolved": "https://registry.npmjs.org/xpath/-/xpath-0.0.32.tgz",
@@ -23582,7 +24053,7 @@
       "version": "3.1.1",
       "resolved": "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz",
       "integrity": "sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==",
-      "devOptional": true,
+      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=6"
@@ -23622,6 +24093,7 @@
       }
     },
     "vendor/brace-expansion-compat": {
+      "name": "brace-expansion",
       "version": "5.0.8",
       "license": "MIT"
     }
diff --git a/llm-fe/package.json b/llm-fe/package.json
index 9131e0a..d6ece11 100644
--- a/llm-fe/package.json
+++ b/llm-fe/package.json
@@ -20,16 +20,21 @@
     "@testing-library/user-event": "^14.5.2",
     "@types/jest": "^29.5.14",
     "@types/node": "^22.10.2",
+    "@types/papaparse": "^5.5.2",
+    "@types/pdfmake": "^0.3.3",
     "axios": "^1.13.2",
     "babel-loader": "^9.2.1",
     "bootstrap": "^5.3.3",
     "brace-expansion": "file:vendor/brace-expansion-compat",
     "chroma-js": "^3.1.2",
+    "docx": "^9.7.1",
     "formik": "^2.4.6",
     "jwt-decode": "^4.0.0",
     "lodash": "^4.17.21",
     "markdown-to-jsx": "^7.7.2",
     "mini.css": "^3.0.1",
+    "papaparse": "^5.5.4",
+    "pdfmake": "^0.3.11",
     "react-bootstrap": "^2.10.6",
     "react-code-blocks": "^0.1.6",
     "react-github-btn": "^1.4.0",
@@ -42,6 +47,7 @@
     "web-vitals": "^4.2.4",
     "webpack": "^5.97.1",
     "webpack-cli": "^5.1.4",
+    "xlsx": "^0.18.5",
     "yup": "^1.5.0"
   },
   "scripts": {
@@ -77,6 +83,7 @@
   },
   "devDependencies": {
     "@capacitor/assets": "^3.0.5",
+    "@testing-library/dom": "^10.4.1",
     "@types/bootstrap": "~5.2.10",
     "@types/lodash": "~4.17.13",
     "@types/react": "^18.3.16",
diff --git a/llm-fe/src/App.tsx b/llm-fe/src/App.tsx
index 7424497..53e2567 100644
--- a/llm-fe/src/App.tsx
+++ b/llm-fe/src/App.tsx
@@ -24,6 +24,7 @@ import { AnalyticsConsentProvider } from './llm-fe/contexts/AnalyticsConsentCont
 import AnalyticsConsentBanner from './llm-fe/components/AnalyticsConsentBanner/AnalyticsConsentBanner';
 import AnalyticsSession from './llm-fe/components/AnalyticsSession/AnalyticsSession';
 import AppErrorBoundary from './llm-fe/components/AppErrorBoundary/AppErrorBoundary';
+import ToastHost from './llm-fe/components/ToastHost/ToastHost';
 
 const ProtectedRoutes = () => {
   const { authenticated, loading } = useContext(AuthContext);
@@ -48,6 +49,7 @@ class App extends Component {
         <AnalyticsConsentProvider>
         <Tracker />
         <AnalyticsSession />
+        <ToastHost />
         <AnalyticsConsentBanner />
         <div className='site'>
           <main>
diff --git a/llm-fe/src/llm-fe/components/ConversationDetailCard/ConversationDetailCard.citations.test.tsx b/llm-fe/src/llm-fe/components/ConversationDetailCard/ConversationDetailCard.citations.test.tsx
new file mode 100644
index 0000000..ac020e3
--- /dev/null
+++ b/llm-fe/src/llm-fe/components/ConversationDetailCard/ConversationDetailCard.citations.test.tsx
@@ -0,0 +1,80 @@
+import React from 'react';
+import { render, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import { MemoryRouter } from 'react-router-dom';
+import { ThemeProvider } from 'styled-components';
+import ConversationDetailCard, {
+  injectCitationMarkers,
+} from './ConversationDetailCard';
+
+const theme = {
+  main: '#336699',
+  focus: '#224466',
+  darkMode: true,
+  colors: {
+    text: '#ffffff',
+    cardBackground: 'rgba(0,0,0,0.3)',
+    cardBorder: 'rgba(255,255,255,0.1)',
+  },
+};
+
+const renderCard = (props: React.ComponentProps<typeof ConversationDetailCard>) =>
+  render(
+    <MemoryRouter>
+      <ThemeProvider theme={theme as never}>
+        <ConversationDetailCard {...props} />
+      </ThemeProvider>
+    </MemoryRouter>,
+  );
+
+describe('ConversationDetailCard citations (#98)', () => {
+  it('injects citation markers outside code fences', () => {
+    const md = 'See [1] and [2, 3]\n\n```\n[9]\n```';
+    const out = injectCitationMarkers(md);
+    expect(out).toContain('<citation indices="1"></citation>');
+    expect(out).toContain('<citation indices="2,3"></citation>');
+    expect(out).toContain('```\n[9]\n```');
+  });
+
+  it('renders Sources list from citations prop', () => {
+    renderCard({
+      message: 'Answer with [1]',
+      user_created: false,
+      citations: [
+        {
+          index: 1,
+          title: 'Example Source',
+          url: 'https://example.com/a',
+          published_at: '2026-07-03',
+        },
+      ],
+    });
+    expect(screen.getByLabelText('Sources')).toBeInTheDocument();
+    const link = screen.getByRole('link', { name: 'Example Source' });
+    expect(link).toHaveAttribute('href', 'https://example.com/a');
+    expect(link).toHaveAttribute('rel', 'noopener noreferrer');
+    expect(link).toHaveAttribute('target', '_blank');
+  });
+
+  it('renders nothing for Sources when citations empty', () => {
+    renderCard({
+      message: 'No sources here',
+      user_created: false,
+      citations: [],
+    });
+    expect(screen.queryByLabelText('Sources')).not.toBeInTheDocument();
+  });
+
+  it('highlights source when inline citation clicked', async () => {
+    const user = userEvent.setup();
+    renderCard({
+      message: 'See [1]',
+      user_created: false,
+      citations: [
+        { index: 1, title: 'Src', url: 'https://example.com', published_at: null },
+      ],
+    });
+    await user.click(screen.getByRole('button', { name: 'Source 1' }));
+    expect(document.getElementById('citation-source-1')).toBeInTheDocument();
+  });
+});
diff --git a/llm-fe/src/llm-fe/components/ConversationDetailCard/ConversationDetailCard.tsx b/llm-fe/src/llm-fe/components/ConversationDetailCard/ConversationDetailCard.tsx
index f65b23c..2498fc6 100644
--- a/llm-fe/src/llm-fe/components/ConversationDetailCard/ConversationDetailCard.tsx
+++ b/llm-fe/src/llm-fe/components/ConversationDetailCard/ConversationDetailCard.tsx
@@ -1,8 +1,13 @@
-import React from "react";
-import Markdown from "markdown-to-jsx";
-import { Link } from "react-router-dom";
-import styled, { keyframes } from "styled-components";
-import { isRagFeatureNotAllowed, parseChatErrorPayload } from "../../utils/chatErrors";
+import React, { useCallback, useMemo, useState } from 'react';
+import Markdown from 'markdown-to-jsx';
+import { Link } from 'react-router-dom';
+import styled, { keyframes } from 'styled-components';
+import { isRagFeatureNotAllowed, parseChatErrorPayload } from '../../utils/chatErrors';
+import type { Citation } from '../../utils/wsFrames';
+import type { PromptRating } from '../../utils/promptFeedback';
+import CustomPreBlock from '../CustomPreBlock/CustomPreBlock';
+import SourcesList from '../SourcesList/SourcesList';
+import MessageActions from '../MessageActions/MessageActions';
 
 const fadeIn = keyframes`
   from { opacity: 0; transform: translateY(10px); }
@@ -12,10 +17,16 @@ const fadeIn = keyframes`
 const MessageContainer = styled.div<{ $isUser: boolean }>`
   display: flex;
   flex-direction: column;
-  align-items: ${(props) => (props.$isUser ? "flex-end" : "flex-start")};
+  align-items: ${(props) => (props.$isUser ? 'flex-end' : 'flex-start')};
   margin-bottom: 1.5rem;
   width: 100%;
   animation: ${fadeIn} 0.3s ease-out;
+
+  &:hover [data-message-actions],
+  &:focus-within [data-message-actions] {
+    opacity: 1 !important;
+    pointer-events: auto !important;
+  }
 `;
 
 const Bubble = styled.div<{ $isUser: boolean }>`
@@ -28,33 +39,33 @@ const Bubble = styled.div<{ $isUser: boolean }>`
     props.$isUser
       ? `linear-gradient(135deg, ${props.theme.main} 0%, ${props.theme.focus} 100%)`
       : props.theme.darkMode
-        ? "rgba(255, 255, 255, 0.1)"
-        : "rgba(0, 0, 0, 0.06)"};
+        ? 'rgba(255, 255, 255, 0.1)'
+        : 'rgba(0, 0, 0, 0.06)'};
   color: ${(props) =>
-    props.$isUser || props.theme.darkMode ? "#fff" : props.theme.colors.text};
+    props.$isUser || props.theme.darkMode ? '#fff' : props.theme.colors.text};
   backdrop-filter: blur(10px);
   border: 1px solid ${(props) =>
     props.$isUser
       ? props.theme.darkMode
-        ? "rgba(255, 255, 255, 0.1)"
-        : "rgba(0, 0, 0, 0.1)"
+        ? 'rgba(255, 255, 255, 0.1)'
+        : 'rgba(0, 0, 0, 0.1)'
       : props.theme.darkMode
-        ? "rgba(255, 255, 255, 0.1)"
-        : "rgba(0, 0, 0, 0.08)"};
+        ? 'rgba(255, 255, 255, 0.1)'
+        : 'rgba(0, 0, 0, 0.08)'};
   box-shadow: ${(props) =>
     props.$isUser || props.theme.darkMode
-      ? "0 4px 15px rgba(0, 0, 0, 0.2)"
-      : "0 2px 10px rgba(0, 0, 0, 0.08)"};
+      ? '0 4px 15px rgba(0, 0, 0, 0.2)'
+      : '0 2px 10px rgba(0, 0, 0, 0.08)'};
   font-size: 1rem;
   line-height: 1.6;
-  border-bottom-right-radius: ${(props) => (props.$isUser ? "0.2rem" : "1.2rem")};
-  border-bottom-left-radius: ${(props) => (props.$isUser ? "1.2rem" : "0.2rem")};
+  border-bottom-right-radius: ${(props) => (props.$isUser ? '0.2rem' : '1.2rem')};
+  border-bottom-left-radius: ${(props) => (props.$isUser ? '1.2rem' : '0.2rem')};
 
   & pre {
     background: ${(props) =>
       props.$isUser || props.theme.darkMode
-        ? "rgba(0, 0, 0, 0.3)"
-        : "rgba(0, 0, 0, 0.06)"};
+        ? 'rgba(0, 0, 0, 0.3)'
+        : 'rgba(0, 0, 0, 0.06)'};
     padding: 1rem;
     border-radius: 0.5rem;
     overflow-x: auto;
@@ -68,7 +79,7 @@ const Bubble = styled.div<{ $isUser: boolean }>`
 
   & a {
     color: ${(props) =>
-      props.$isUser || props.theme.darkMode ? "#a0c4ff" : props.theme.main};
+      props.$isUser || props.theme.darkMode ? '#a0c4ff' : props.theme.main};
     text-decoration: underline;
   }
 
@@ -129,9 +140,54 @@ const UpgradeLink = styled(Link)`
   }
 `;
 
+const CitationButton = styled.button`
+  display: inline;
+  margin: 0 0.1rem;
+  padding: 0 0.25rem;
+  border: none;
+  border-radius: 0.25rem;
+  background: ${({ theme }) =>
+    theme.darkMode ? 'rgba(160, 196, 255, 0.2)' : 'rgba(51, 102, 153, 0.12)'};
+  color: ${({ theme }) => (theme.darkMode ? '#a0c4ff' : theme.main)};
+  font: inherit;
+  font-size: 0.85em;
+  font-weight: 600;
+  cursor: pointer;
+  vertical-align: baseline;
+
+  &:hover,
+  &:focus-visible {
+    outline: 2px solid ${({ theme }) => theme.main};
+    outline-offset: 1px;
+  }
+`;
+
+/** Linkify [n] / [1, 2] outside fenced code blocks. */
+export function injectCitationMarkers(markdown: string): string {
+  const parts = markdown.split(/(```[\s\S]*?```)/g);
+  return parts
+    .map((part) => {
+      if (part.startsWith('```')) return part;
+      return part.replace(
+        /\[(\d+(?:\s*,\s*\d+)*)\]/g,
+        (_match, nums: string) =>
+          `<citation indices="${nums.replace(/\s+/g, '')}"></citation>`,
+      );
+    })
+    .join('');
+}
+
 type ConversationDetailCardProps = {
   message: string;
   user_created: boolean;
+  promptId?: number;
+  citations?: Citation[];
+  isStreaming?: boolean;
+  isLast?: boolean;
+  conversationTitle?: string;
+  createdTimestamp?: Date | string | null;
+  initialRating?: PromptRating | null;
+  onRatingChange?: (rating: PromptRating | null) => void;
 };
 
 const MyPlot = ({ format, image }: { format: string; image: string }) => {
@@ -139,7 +195,7 @@ const MyPlot = ({ format, image }: { format: string; image: string }) => {
   return (
     <img
       src={imageSrc}
-      style={{ maxWidth: "100%", height: "auto", borderRadius: "8px", marginTop: "10px" }}
+      style={{ maxWidth: '100%', height: 'auto', borderRadius: '8px', marginTop: '10px' }}
       alt="plot"
     />
   );
@@ -147,7 +203,7 @@ const MyPlot = ({ format, image }: { format: string; image: string }) => {
 
 const MyError = ({ content }: { content: string }) => {
   return (
-    <span style={{ color: "#ff6b6b", fontWeight: "bold", display: "block", marginTop: "0.5rem" }}>
+    <span style={{ color: '#ff6b6b', fontWeight: 'bold', display: 'block', marginTop: '0.5rem' }}>
       Error: {content}
     </span>
   );
@@ -156,7 +212,59 @@ const MyError = ({ content }: { content: string }) => {
 const ConversationDetailCard = ({
   message,
   user_created,
+  promptId,
+  citations = [],
+  isStreaming = false,
+  isLast = false,
+  conversationTitle = 'conversation',
+  createdTimestamp = null,
+  initialRating = null,
+  onRatingChange,
 }: ConversationDetailCardProps): JSX.Element => {
+  const [highlightIndex, setHighlightIndex] = useState<number | null>(null);
+
+  const CitationMark = useCallback(
+    ({ indices }: { indices?: string }) => {
+      const list = (indices || '')
+        .split(',')
+        .map((n) => Number(n.trim()))
+        .filter((n) => !Number.isNaN(n));
+      if (!list.length) return null;
+      return (
+        <>
+          {list.map((index, i) => {
+            const citation = citations.find((c) => c.index === index);
+            return (
+              <CitationButton
+                key={`${index}-${i}`}
+                type="button"
+                aria-label={`Source ${index}`}
+                title={citation?.title || `Source ${index}`}
+                onClick={() => {
+                  setHighlightIndex(index);
+                  if (citation?.url) {
+                    // Prefer scroll/highlight; URL still available from Sources list
+                  }
+                  const el = document.getElementById(`citation-source-${index}`);
+                  el?.scrollIntoView?.({ behavior: 'smooth', block: 'nearest' });
+                }}
+              >
+                [{index}]
+              </CitationButton>
+            );
+          })}
+        </>
+      );
+    },
+    [citations],
+  );
+
+  const displayMarkdown = useMemo(() => {
+    if (!message) return message;
+    if (!citations.length || user_created) return message;
+    return injectCitationMarkers(message);
+  }, [message, citations, user_created]);
+
   if (message.length === 0) {
     return (
       <MessageContainer $isUser={false}>
@@ -188,36 +296,45 @@ const ConversationDetailCard = ({
     );
   }
 
-  let contentToAdd = message;
+  let contentToAdd = displayMarkdown;
+  let rawForCopy = message;
   try {
     const parsedMessage = JSON.parse(message);
     if (
       parsedMessage &&
-      typeof parsedMessage === "object" &&
+      typeof parsedMessage === 'object' &&
       parsedMessage.type
     ) {
       switch (parsedMessage.type) {
-        case "text":
-          contentToAdd = parsedMessage.content;
+        case 'text':
+          rawForCopy = parsedMessage.content;
+          contentToAdd =
+            citations.length && !user_created
+              ? injectCitationMarkers(parsedMessage.content)
+              : parsedMessage.content;
           break;
-        case "plot":
+        case 'plot':
           contentToAdd = `<plot format="${parsedMessage.format}" image="${parsedMessage.image}"></plot>`;
+          rawForCopy = message;
           break;
-        case "error":
+        case 'error':
           contentToAdd = `<error content="${parsedMessage.content}"></error>`;
+          rawForCopy = message;
           break;
         default:
           break;
       }
     }
-  } catch { }
+  } catch {
+    /* plain markdown */
+  }
 
   return (
     <MessageContainer $isUser={user_created}>
       <Bubble $isUser={user_created}>
         <Markdown
           className="display-linebreak"
-          style={{ whiteSpace: "pre-line" }}
+          style={{ whiteSpace: 'pre-line' }}
           options={{
             overrides: {
               plot: {
@@ -226,12 +343,35 @@ const ConversationDetailCard = ({
               error: {
                 component: MyError,
               },
+              pre: {
+                component: CustomPreBlock,
+              },
+              citation: {
+                component: CitationMark,
+              },
             },
           }}
         >
           {contentToAdd}
         </Markdown>
       </Bubble>
+
+      {!user_created && citations.length > 0 && (
+        <SourcesList citations={citations} highlightIndex={highlightIndex} />
+      )}
+
+      <MessageActions
+        promptId={promptId}
+        rawMarkdown={rawForCopy}
+        userCreated={user_created}
+        isStreaming={isStreaming}
+        isLast={isLast}
+        conversationTitle={conversationTitle}
+        createdTimestamp={createdTimestamp}
+        citations={citations}
+        initialRating={initialRating}
+        onRatingChange={onRatingChange}
+      />
     </MessageContainer>
   );
 };
diff --git a/llm-fe/src/llm-fe/components/CustomCodeBlock/CustomCodeBlock.tsx b/llm-fe/src/llm-fe/components/CustomCodeBlock/CustomCodeBlock.tsx
index 226f890..91c1e82 100644
--- a/llm-fe/src/llm-fe/components/CustomCodeBlock/CustomCodeBlock.tsx
+++ b/llm-fe/src/llm-fe/components/CustomCodeBlock/CustomCodeBlock.tsx
@@ -1,25 +1,72 @@
-import { PrismLight as SyntaxHighlighter } from "react-syntax-highlighter";
-import tsx from "react-syntax-highlighter/dist/cjs/languages/prism/tsx";
-import { oneDark } from "react-syntax-highlighter/dist/cjs/styles/prism";
+import React, { useState } from 'react';
+import styled from 'styled-components';
+import { PrismLight as SyntaxHighlighter } from 'react-syntax-highlighter';
+import tsx from 'react-syntax-highlighter/dist/cjs/languages/prism/tsx';
+import { oneDark } from 'react-syntax-highlighter/dist/cjs/styles/prism';
+import ContentCopy from '@mui/icons-material/ContentCopy';
+import Check from '@mui/icons-material/Check';
+import { IconButton, Tooltip } from '@mui/material';
+import { copyTextToClipboard } from '../../utils/clipboard';
+import { showToast } from '../../utils/toastBus';
 
-SyntaxHighlighter.registerLanguage("tsx", tsx);
+SyntaxHighlighter.registerLanguage('tsx', tsx);
 
-type CustomCodeBlock = {
-    children: string,
-    className: string
+const Wrapper = styled.div`
+  position: relative;
+  max-width: 100%;
+`;
 
-}
+const CopyBtn = styled(IconButton)`
+  && {
+    position: absolute;
+    top: 0.35rem;
+    right: 0.35rem;
+    z-index: 1;
+    color: #fff;
+    background: rgba(0, 0, 0, 0.35);
+    padding: 0.25rem;
 
+    &:hover {
+      background: rgba(0, 0, 0, 0.55);
+    }
+  }
+`;
 
+type CustomCodeBlockProps = {
+  children: string;
+  className?: string;
+};
 
-const CustomCodeBlock = ({children, className}: CustomCodeBlock): JSX.Element => {
-    const language = className?.replace("lang-","");
-    return (
-        <SyntaxHighlighter language={language} style={oneDark}>
-            {children}
-        </SyntaxHighlighter>
-    )
-}
+const CustomCodeBlock = ({
+  children,
+  className,
+}: CustomCodeBlockProps): JSX.Element => {
+  const [copied, setCopied] = useState(false);
+  const language = className?.replace('lang-', '').replace('language-', '') || undefined;
+  const code = typeof children === 'string' ? children : String(children ?? '');
+
+  const handleCopy = async () => {
+    try {
+      await copyTextToClipboard(code.replace(/\n$/, ''));
+      setCopied(true);
+      setTimeout(() => setCopied(false), 2000);
+    } catch {
+      showToast('Could not copy code', 'error');
+    }
+  };
+
+  return (
+    <Wrapper>
+      <Tooltip title={copied ? 'Copied' : 'Copy code'}>
+        <CopyBtn aria-label="Copy code block" size="small" onClick={() => void handleCopy()}>
+          {copied ? <Check fontSize="inherit" /> : <ContentCopy fontSize="inherit" />}
+        </CopyBtn>
+      </Tooltip>
+      <SyntaxHighlighter language={language} style={oneDark}>
+        {code}
+      </SyntaxHighlighter>
+    </Wrapper>
+  );
+};
 
 export default CustomCodeBlock;
-
diff --git a/llm-fe/src/llm-fe/components/CustomPreBlock/CustomPreBlock.tsx b/llm-fe/src/llm-fe/components/CustomPreBlock/CustomPreBlock.tsx
index 72ab5f0..474faec 100644
--- a/llm-fe/src/llm-fe/components/CustomPreBlock/CustomPreBlock.tsx
+++ b/llm-fe/src/llm-fe/components/CustomPreBlock/CustomPreBlock.tsx
@@ -1,14 +1,22 @@
-import CustomCodeBlock from "../CustomCodeBlock/CustomCodeBlock"
+import CustomCodeBlock from '../CustomCodeBlock/CustomCodeBlock';
 
 type CustomPreBlockProps = {
-    children: JSX.Element | JSX.Element[]
-}
+  children: JSX.Element | JSX.Element[];
+};
 
-const CustomPreBlock = ({children, ...rest}: CustomPreBlockProps): JSX.Element => {
-    if ("type" in children && children["type"] === "code") {
-        return CustomCodeBlock({children: children["props"]["children"], className: children["props"]["className"] });
-    }
-    
-    return <pre {...rest}>{children}</pre>
-}
-export default CustomPreBlock;
\ No newline at end of file
+const CustomPreBlock = ({ children, ...rest }: CustomPreBlockProps): JSX.Element => {
+  const child = Array.isArray(children) ? children[0] : children;
+  if (child && typeof child === 'object' && 'type' in child && child.type === 'code') {
+    return (
+      <CustomCodeBlock
+        className={(child.props as { className?: string }).className}
+      >
+        {(child.props as { children?: string }).children as string}
+      </CustomCodeBlock>
+    );
+  }
+
+  return <pre {...rest}>{children}</pre>;
+};
+
+export default CustomPreBlock;
diff --git a/llm-fe/src/llm-fe/components/MessageActions/MessageActions.tsx b/llm-fe/src/llm-fe/components/MessageActions/MessageActions.tsx
new file mode 100644
index 0000000..7dcf13e
--- /dev/null
+++ b/llm-fe/src/llm-fe/components/MessageActions/MessageActions.tsx
@@ -0,0 +1,362 @@
+import React, { useEffect, useRef, useState } from 'react';
+import styled from 'styled-components';
+import {
+  IconButton,
+  Tooltip,
+  Menu,
+  MenuItem,
+  Popover,
+  Chip,
+  TextField,
+  Button,
+  Stack,
+} from '@mui/material';
+import ContentCopy from '@mui/icons-material/ContentCopy';
+import Check from '@mui/icons-material/Check';
+import ThumbUp from '@mui/icons-material/ThumbUp';
+import ThumbUpOutlined from '@mui/icons-material/ThumbUpOutlined';
+import ThumbDown from '@mui/icons-material/ThumbDown';
+import ThumbDownOutlined from '@mui/icons-material/ThumbDownOutlined';
+import FileDownload from '@mui/icons-material/FileDownload';
+import { copyTextToClipboard } from '../../utils/clipboard';
+import { showToast } from '../../utils/toastBus';
+import {
+  clearPromptFeedback,
+  upsertPromptFeedback,
+  type PromptRating,
+} from '../../utils/promptFeedback';
+import {
+  exportChat,
+  type ExportFormat,
+  type ExportTurn,
+} from '../../utils/export/exportChat';
+import { AnalyticsEvents, trackEvent } from '../../utils/analytics';
+import type { Citation } from '../../utils/wsFrames';
+
+const DOWN_REASONS: { code: string; label: string }[] = [
+  { code: 'incorrect', label: 'Incorrect' },
+  { code: 'out_of_date', label: 'Out of date' },
+  { code: 'didnt_follow_instructions', label: "Didn't follow instructions" },
+  { code: 'unsafe', label: 'Unsafe' },
+  { code: 'other', label: 'Other' },
+];
+
+const ActionsRow = styled.div<{ $alwaysVisible: boolean }>`
+  display: flex;
+  align-items: center;
+  gap: 0.15rem;
+  margin-top: 0.35rem;
+  min-height: 2rem;
+  max-width: 100%;
+  flex-wrap: wrap;
+  opacity: ${({ $alwaysVisible }) => ($alwaysVisible ? 1 : 0)};
+  pointer-events: ${({ $alwaysVisible }) => ($alwaysVisible ? 'auto' : 'none')};
+  transition: opacity 0.15s ease;
+
+  @media (hover: hover) and (pointer: fine) {
+    /* Desktop: revealed via parent :hover / :focus-within when not forced visible */
+  }
+
+  @media (hover: none), (pointer: coarse) {
+    opacity: 1;
+    pointer-events: auto;
+  }
+`;
+
+const ActionIconButton = styled(IconButton)`
+  && {
+    color: ${({ theme }) => theme.colors.text};
+    opacity: 0.7;
+    padding: 0.35rem;
+
+    &:hover,
+    &:focus-visible {
+      opacity: 1;
+      background: ${({ theme }) =>
+        theme.darkMode ? 'rgba(255,255,255,0.08)' : 'rgba(0,0,0,0.06)'};
+    }
+
+    &.Mui-disabled {
+      opacity: 0.35;
+    }
+  }
+`;
+
+type MessageActionsProps = {
+  promptId?: number;
+  rawMarkdown: string;
+  userCreated: boolean;
+  isStreaming?: boolean;
+  isLast?: boolean;
+  conversationTitle: string;
+  createdTimestamp?: Date | string | null;
+  citations?: Citation[];
+  initialRating?: PromptRating | null;
+  onRatingChange?: (rating: PromptRating | null) => void;
+};
+
+const MessageActions = ({
+  promptId,
+  rawMarkdown,
+  userCreated,
+  isStreaming = false,
+  isLast = false,
+  conversationTitle,
+  createdTimestamp,
+  citations = [],
+  initialRating = null,
+  onRatingChange,
+}: MessageActionsProps): JSX.Element | null => {
+  const [copied, setCopied] = useState(false);
+  const [rating, setRating] = useState<PromptRating | null>(initialRating);
+  const [exportAnchor, setExportAnchor] = useState<null | HTMLElement>(null);
+  const [reasonAnchor, setReasonAnchor] = useState<null | HTMLElement>(null);
+  const [reasonCode, setReasonCode] = useState<string | null>(null);
+  const [reasonComment, setReasonComment] = useState('');
+  const [focused, setFocused] = useState(false);
+  const copyTimer = useRef<ReturnType<typeof setTimeout> | null>(null);
+  const rowRef = useRef<HTMLDivElement | null>(null);
+
+  useEffect(() => {
+    setRating(initialRating);
+  }, [initialRating, promptId]);
+
+  useEffect(() => {
+    return () => {
+      if (copyTimer.current) clearTimeout(copyTimer.current);
+    };
+  }, []);
+
+  if (isStreaming) return null;
+
+  const alwaysVisible = isLast || focused || Boolean(exportAnchor) || Boolean(reasonAnchor);
+
+  const handleCopy = async () => {
+    try {
+      await copyTextToClipboard(rawMarkdown);
+      setCopied(true);
+      trackEvent(AnalyticsEvents.MESSAGE_COPIED, {
+        role: userCreated ? 'user' : 'assistant',
+      });
+      if (copyTimer.current) clearTimeout(copyTimer.current);
+      copyTimer.current = setTimeout(() => setCopied(false), 2000);
+    } catch {
+      showToast('Could not copy message', 'error');
+    }
+  };
+
+  const applyRating = async (next: PromptRating | null) => {
+    if (!promptId) {
+      showToast('Rating unavailable until message is saved', 'info');
+      return;
+    }
+    const prev = rating;
+    setRating(next);
+    onRatingChange?.(next);
+    try {
+      if (next == null) {
+        await clearPromptFeedback(promptId);
+      } else {
+        await upsertPromptFeedback(promptId, { rating: next });
+      }
+      trackEvent(AnalyticsEvents.MESSAGE_RATED, {
+        rating: next ?? 'cleared',
+      });
+    } catch {
+      setRating(prev);
+      onRatingChange?.(prev);
+      showToast('Could not save rating', 'error');
+    }
+  };
+
+  const handleThumb = async (
+    next: PromptRating,
+    event: React.MouseEvent<HTMLElement>,
+  ) => {
+    if (rating === next) {
+      await applyRating(null);
+      return;
+    }
+    await applyRating(next);
+    if (next === 'down') {
+      setReasonAnchor(event.currentTarget);
+      setReasonCode(null);
+      setReasonComment('');
+    }
+  };
+
+  const submitReason = async () => {
+    if (!promptId || rating !== 'down') {
+      setReasonAnchor(null);
+      return;
+    }
+    try {
+      await upsertPromptFeedback(promptId, {
+        rating: 'down',
+        reason: reasonCode ?? undefined,
+        comment: reasonComment.trim() || undefined,
+      });
+      trackEvent(AnalyticsEvents.MESSAGE_RATING_REASON, {
+        reason: reasonCode ?? 'none',
+        hasComment: Boolean(reasonComment.trim()),
+      });
+    } catch {
+      showToast('Could not save feedback reason', 'error');
+    } finally {
+      setReasonAnchor(null);
+    }
+  };
+
+  const handleExport = async (format: ExportFormat) => {
+    setExportAnchor(null);
+    const turn: ExportTurn = {
+      role: userCreated ? 'user' : 'assistant',
+      message: rawMarkdown,
+      timestamp: createdTimestamp ?? null,
+      citations: userCreated ? [] : citations,
+    };
+    try {
+      await exportChat({
+        format,
+        scope: 'message',
+        title: conversationTitle,
+        turns: [turn],
+      });
+      trackEvent(AnalyticsEvents.MESSAGE_EXPORTED, {
+        format,
+        scope: 'message',
+      });
+    } catch (err) {
+      console.error(err);
+      showToast('Export failed', 'error');
+    }
+  };
+
+  return (
+    <ActionsRow
+      ref={rowRef}
+      $alwaysVisible={alwaysVisible}
+      data-message-actions
+      onFocusCapture={() => setFocused(true)}
+      onBlurCapture={(e) => {
+        if (!rowRef.current?.contains(e.relatedTarget as Node)) {
+          setFocused(false);
+        }
+      }}
+    >
+      <Tooltip title={copied ? 'Copied' : 'Copy markdown'}>
+        <ActionIconButton
+          aria-label="Copy message as markdown"
+          size="small"
+          onClick={() => void handleCopy()}
+        >
+          {copied ? <Check fontSize="small" /> : <ContentCopy fontSize="small" />}
+        </ActionIconButton>
+      </Tooltip>
+
+      {!userCreated && (
+        <>
+          <Tooltip title="Thumbs up">
+            <span>
+              <ActionIconButton
+                aria-label="Thumbs up"
+                size="small"
+                disabled={!promptId}
+                onClick={(e) => void handleThumb('up', e)}
+              >
+                {rating === 'up' ? (
+                  <ThumbUp fontSize="small" />
+                ) : (
+                  <ThumbUpOutlined fontSize="small" />
+                )}
+              </ActionIconButton>
+            </span>
+          </Tooltip>
+          <Tooltip title="Thumbs down">
+            <span>
+              <ActionIconButton
+                aria-label="Thumbs down"
+                size="small"
+                disabled={!promptId}
+                onClick={(e) => void handleThumb('down', e)}
+              >
+                {rating === 'down' ? (
+                  <ThumbDown fontSize="small" />
+                ) : (
+                  <ThumbDownOutlined fontSize="small" />
+                )}
+              </ActionIconButton>
+            </span>
+          </Tooltip>
+        </>
+      )}
+
+      <Tooltip title="Export">
+        <ActionIconButton
+          aria-label="Export message"
+          size="small"
+          onClick={(e) => setExportAnchor(e.currentTarget)}
+        >
+          <FileDownload fontSize="small" />
+        </ActionIconButton>
+      </Tooltip>
+
+      <Menu
+        anchorEl={exportAnchor}
+        open={Boolean(exportAnchor)}
+        onClose={() => setExportAnchor(null)}
+      >
+        {(
+          [
+            ['pdf', 'PDF'],
+            ['docx', 'Word (.docx)'],
+            ['csv', 'CSV'],
+            ['xlsx', 'Excel (.xlsx)'],
+            ['txt', 'Plain text'],
+          ] as [ExportFormat, string][]
+        ).map(([format, label]) => (
+          <MenuItem key={format} onClick={() => void handleExport(format)}>
+            {label}
+          </MenuItem>
+        ))}
+      </Menu>
+
+      <Popover
+        open={Boolean(reasonAnchor)}
+        anchorEl={reasonAnchor}
+        onClose={() => setReasonAnchor(null)}
+        anchorOrigin={{ vertical: 'bottom', horizontal: 'left' }}
+      >
+        <Stack spacing={1.25} sx={{ p: 1.5, width: 280, maxWidth: '90vw' }}>
+          <div style={{ fontSize: '0.85rem', fontWeight: 600 }}>
+            What went wrong? (optional)
+          </div>
+          <Stack direction="row" flexWrap="wrap" gap={0.75}>
+            {DOWN_REASONS.map((reason) => (
+              <Chip
+                key={reason.code}
+                label={reason.label}
+                size="small"
+                color={reasonCode === reason.code ? 'primary' : 'default'}
+                onClick={() => setReasonCode(reason.code)}
+              />
+            ))}
+          </Stack>
+          <TextField
+            size="small"
+            multiline
+            minRows={2}
+            placeholder="Additional details (optional)"
+            value={reasonComment}
+            onChange={(e) => setReasonComment(e.target.value)}
+          />
+          <Button variant="contained" size="small" onClick={() => void submitReason()}>
+            Done
+          </Button>
+        </Stack>
+      </Popover>
+    </ActionsRow>
+  );
+};
+
+export default MessageActions;
diff --git a/llm-fe/src/llm-fe/components/SourcesList/SourcesList.tsx b/llm-fe/src/llm-fe/components/SourcesList/SourcesList.tsx
new file mode 100644
index 0000000..84e6798
--- /dev/null
+++ b/llm-fe/src/llm-fe/components/SourcesList/SourcesList.tsx
@@ -0,0 +1,138 @@
+import React, { useEffect, useRef, useState } from 'react';
+import styled from 'styled-components';
+import type { Citation } from '../../utils/wsFrames';
+
+const SourcesRoot = styled.aside`
+  margin-top: 0.65rem;
+  max-width: 80%;
+  min-width: 0;
+  width: 100%;
+  padding: 0.65rem 0.85rem;
+  border-radius: 0.75rem;
+  border: 1px solid ${({ theme }) => theme.colors.cardBorder};
+  background: ${({ theme }) =>
+    theme.darkMode ? 'rgba(255, 255, 255, 0.04)' : 'rgba(0, 0, 0, 0.03)'};
+  color: ${({ theme }) => theme.colors.text};
+
+  @media (max-width: 768px) {
+    max-width: 92%;
+  }
+`;
+
+const SourcesTitle = styled.h4`
+  margin: 0 0 0.5rem;
+  font-size: 0.8rem;
+  font-weight: 700;
+  letter-spacing: 0.02em;
+  text-transform: uppercase;
+  opacity: 0.75;
+`;
+
+const SourceList = styled.ol`
+  margin: 0;
+  padding-left: 1.25rem;
+  display: flex;
+  flex-direction: column;
+  gap: 0.4rem;
+`;
+
+const SourceItem = styled.li<{ $highlight: boolean }>`
+  font-size: 0.85rem;
+  line-height: 1.4;
+  border-radius: 0.35rem;
+  padding: 0.15rem 0.25rem;
+  outline: ${({ $highlight, theme }) =>
+    $highlight ? `2px solid ${theme.main}` : 'none'};
+  background: ${({ $highlight, theme }) =>
+    $highlight
+      ? theme.darkMode
+        ? 'rgba(255,255,255,0.08)'
+        : 'rgba(0,0,0,0.06)'
+      : 'transparent'};
+  transition: background 0.2s ease, outline 0.2s ease;
+`;
+
+const SourceLink = styled.a`
+  color: ${({ theme }) => (theme.darkMode ? '#a0c4ff' : theme.main)};
+  text-decoration: underline;
+  word-break: break-word;
+`;
+
+const SourceMeta = styled.span`
+  display: block;
+  font-size: 0.75rem;
+  opacity: 0.65;
+  margin-top: 0.1rem;
+`;
+
+function domainFromUrl(url: string): string {
+  try {
+    return new URL(url).hostname.replace(/^www\./, '');
+  } catch {
+    return '';
+  }
+}
+
+type SourcesListProps = {
+  citations: Citation[];
+  highlightIndex?: number | null;
+};
+
+const SourcesList = ({
+  citations,
+  highlightIndex = null,
+}: SourcesListProps): JSX.Element | null => {
+  const itemRefs = useRef<Record<number, HTMLLIElement | null>>({});
+  const [active, setActive] = useState<number | null>(highlightIndex);
+
+  useEffect(() => {
+    setActive(highlightIndex ?? null);
+    if (highlightIndex == null) return;
+    const el = itemRefs.current[highlightIndex];
+    el?.scrollIntoView?.({ behavior: 'smooth', block: 'nearest' });
+  }, [highlightIndex]);
+
+  if (!citations.length) return null;
+
+  const sorted = [...citations].sort((a, b) => a.index - b.index);
+
+  return (
+    <SourcesRoot aria-label="Sources">
+      <SourcesTitle>Sources</SourcesTitle>
+      <SourceList>
+        {sorted.map((citation) => {
+          const domain = domainFromUrl(citation.url);
+          return (
+            <SourceItem
+              key={citation.index}
+              id={`citation-source-${citation.index}`}
+              $highlight={active === citation.index}
+              ref={(node) => {
+                itemRefs.current[citation.index] = node;
+              }}
+            >
+              {citation.url ? (
+                <SourceLink
+                  href={citation.url}
+                  target="_blank"
+                  rel="noopener noreferrer"
+                >
+                  {citation.title || `Source ${citation.index}`}
+                </SourceLink>
+              ) : (
+                <span>{citation.title || `Source ${citation.index}`}</span>
+              )}
+              {(citation.published_at || domain) && (
+                <SourceMeta>
+                  {[citation.published_at, domain].filter(Boolean).join(' · ')}
+                </SourceMeta>
+              )}
+            </SourceItem>
+          );
+        })}
+      </SourceList>
+    </SourcesRoot>
+  );
+};
+
+export default SourcesList;
diff --git a/llm-fe/src/llm-fe/components/ToastHost/ToastHost.tsx b/llm-fe/src/llm-fe/components/ToastHost/ToastHost.tsx
new file mode 100644
index 0000000..ae2ab36
--- /dev/null
+++ b/llm-fe/src/llm-fe/components/ToastHost/ToastHost.tsx
@@ -0,0 +1,40 @@
+import React, { useEffect, useState } from 'react';
+import { Snackbar, Alert } from '@mui/material';
+import { subscribeToast } from '../../utils/toastBus';
+
+/**
+ * Global snackbar host for copy/export/feedback errors (#97).
+ */
+const ToastHost = (): JSX.Element => {
+  const [open, setOpen] = useState(false);
+  const [message, setMessage] = useState('');
+  const [severity, setSeverity] = useState<'error' | 'success' | 'info'>('info');
+
+  useEffect(() => {
+    return subscribeToast((nextMessage, nextSeverity) => {
+      setMessage(nextMessage);
+      setSeverity(nextSeverity);
+      setOpen(true);
+    });
+  }, []);
+
+  return (
+    <Snackbar
+      open={open}
+      autoHideDuration={4000}
+      onClose={() => setOpen(false)}
+      anchorOrigin={{ vertical: 'bottom', horizontal: 'center' }}
+    >
+      <Alert
+        onClose={() => setOpen(false)}
+        severity={severity}
+        variant="filled"
+        sx={{ width: '100%' }}
+      >
+        {message}
+      </Alert>
+    </Snackbar>
+  );
+};
+
+export default ToastHost;
diff --git a/llm-fe/src/llm-fe/contexts/MessageContext.tsx b/llm-fe/src/llm-fe/contexts/MessageContext.tsx
index bceb53c..87eeca4 100644
--- a/llm-fe/src/llm-fe/contexts/MessageContext.tsx
+++ b/llm-fe/src/llm-fe/contexts/MessageContext.tsx
@@ -6,6 +6,7 @@ import { ConversationPrompt, ConversationPromptType } from "../data";
 import { axiosInstance } from "../../axiosApi";
 import { AxiosResponse } from "axios";
 import { AnalyticsEvents, trackEvent } from "../utils/analytics";
+import { parseCitationsData, parseVersionedFrame } from "../utils/wsFrames";
 
 type MessageProviderProps ={
     children? : ReactNode;
@@ -53,6 +54,7 @@ const MessageProvider = ( {children}: MessageProviderProps) => {
     const selectedConversationRef = useRef<undefined | number>(undefined)
     const isGeneratingRef = useRef(false)
     const prevReconnectGenerationRef = useRef(0)
+    const refetchTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null)
 
     const clearStreamInterrupted = () => setStreamInterrupted(false)
 
@@ -76,8 +78,11 @@ const MessageProvider = ( {children}: MessageProviderProps) => {
                         message: item.message,
                         user_created: item.user_created,
                         created_timestamp: item.created_timestamp,
+                        created: item.created,
                         tokens_in: item.tokens_in ?? null,
                         tokens_out: item.tokens_out ?? null,
+                        citations: item.citations ?? [],
+                        feedback: item.feedback ?? null,
                     }),
             )
             if (tempConversations.length === 1) {
@@ -93,10 +98,27 @@ const MessageProvider = ( {children}: MessageProviderProps) => {
         }
     }
 
+    const schedulePostStreamRefetch = () => {
+        if (refetchTimerRef.current) clearTimeout(refetchTimerRef.current)
+        const conversationId = selectedConversationRef.current
+        if (!conversationId) return
+        // Backend saves the assistant prompt after END (+ citations frame); brief delay
+        // hydrates prompt ids, persisted citations, and feedback.
+        refetchTimerRef.current = setTimeout(() => {
+            void GetConversationDetails(conversationId)
+        }, 800)
+    }
+
     useEffect(() => {
         GetConversationDetails(selectedConversation)
     }, [selectedConversation])
 
+    useEffect(() => {
+        return () => {
+            if (refetchTimerRef.current) clearTimeout(refetchTimerRef.current)
+        }
+    }, [])
+
     // Streaming recovery: on reconnect after a drop mid-stream, refetch conversation
     // and mark the in-flight assistant turn interrupted (no resume protocol on backend).
     useEffect(() => {
@@ -147,21 +169,46 @@ const MessageProvider = ( {children}: MessageProviderProps) => {
   
         /* subscribe to channel and register callback */        
         subscribe(channelName, (message: string) => {
-            /* when a message is received just add it to the UI */
-            
+            /* Versioned frames (citations #98, status #96) — ignore unknown types safely */
+            const frame = parseVersionedFrame(message)
+            if (frame) {
+                if (frame.type === 'citations') {
+                    const citations = parseCitationsData(frame.data)
+                    const details = [...conversationRef.current]
+                    for (let i = details.length - 1; i >= 0; i -= 1) {
+                        if (!details[i].user_created && details[i].message) {
+                            details[i] = new ConversationPrompt({
+                                ...details[i],
+                                citations,
+                            })
+                            break
+                        }
+                    }
+                    conversationRef.current = details
+                    setConversationDetails(details)
+                    schedulePostStreamRefetch()
+                }
+                // status / unknown types: no-op (compatible with #96)
+                return
+            }
+
             if (message === 'END_OF_THE_STREAM_ENDER_GAME_42'){
                 messageResponsePart.current = 0
             
                 conversationRef.current.pop()
             
-                //handleAssistantPrompt({prompt: messageRef.current})
-                setConversationDetails([...conversationRef.current, new ConversationPrompt({message: `${messageRef.current}`, user_created:false})])
-                console.log([...conversationRef.current, new ConversationPrompt({message: `${messageRef.current}`, user_created:false})])
+                const finalized = new ConversationPrompt({
+                    message: `${messageRef.current}`,
+                    user_created: false,
+                })
+                conversationRef.current = [...conversationRef.current, finalized]
+                setConversationDetails([...conversationRef.current])
                 messageRef.current = ''
                 setStateMessage('')
                 isGeneratingRef.current = false
                 setIsGeneratingMessage(false)
                 setStreamInterrupted(false)
+                schedulePostStreamRefetch()
             }
             else if (message === 'START_OF_THE_STREAM_ENDER_GAME_42'){
                 conversationRef.current = conversationDetails
@@ -176,23 +223,26 @@ const MessageProvider = ( {children}: MessageProviderProps) => {
                 setStreamInterrupted(false)
                 messageResponsePart.current = 1
             }else{
-                isGeneratingRef.current = true
-                setIsGeneratingMessage(true)
                 if (messageResponsePart.current === 1){
+                    isGeneratingRef.current = true
+                    setIsGeneratingMessage(true)
                     // this has to do with the conversation id
                     if(!selectedConversation){
                         const conversationId = Number(message);
                         setSelectedConversation(conversationId)
+                        selectedConversationRef.current = conversationId
                         trackEvent(AnalyticsEvents.CONVERSATION_CREATED, {
                           conversationId,
                         });
                     }   
                 }
                 else if (messageResponsePart.current === 2){
+                    isGeneratingRef.current = true
+                    setIsGeneratingMessage(true)
                     messageRef.current += message
                     setStateMessage(messageRef.current)
-  
                 }
+                // ignore stray frames outside an active stream phase
             }
             
         })
diff --git a/llm-fe/src/llm-fe/data.ts b/llm-fe/src/llm-fe/data.ts
index 8f61fe3..7205d8e 100644
--- a/llm-fe/src/llm-fe/data.ts
+++ b/llm-fe/src/llm-fe/data.ts
@@ -1,11 +1,23 @@
+import type { Citation } from './utils/wsFrames';
+import type { PromptRating } from './utils/promptFeedback';
+
+export type PromptFeedbackState = {
+    rating: PromptRating;
+    reason?: string | null;
+    comment?: string | null;
+};
+
 /* Classes for the project */
 export interface ConversationPromptType {
     id: number,
     message: string, 
     user_created: boolean,
-    created_timestamp: Date,
+    created_timestamp?: Date,
+    created?: Date | string,
     tokens_in?: number | null,
     tokens_out?: number | null,
+    citations?: Citation[],
+    feedback?: PromptFeedbackState | null,
 }
 
 export class ConversationPrompt{
@@ -15,6 +27,8 @@ export class ConversationPrompt{
     created_timestamp: Date = new Date();
     tokens_in: number | null = null;
     tokens_out: number | null = null;
+    citations: Citation[] = [];
+    feedback: PromptFeedbackState | null = null;
 
     constructor(initializer?: any){
         if(!initializer) return;
@@ -22,8 +36,11 @@ export class ConversationPrompt{
         if (initializer.message) this.message = initializer.message;
         if (initializer.user_created) this.user_created = initializer.user_created;
         if (initializer.created_timestamp) this.created_timestamp = initializer.created_timestamp;
+        else if (initializer.created) this.created_timestamp = new Date(initializer.created);
         if (initializer.tokens_in !== undefined) this.tokens_in = initializer.tokens_in;
         if (initializer.tokens_out !== undefined) this.tokens_out = initializer.tokens_out;
+        if (Array.isArray(initializer.citations)) this.citations = initializer.citations;
+        if (initializer.feedback !== undefined) this.feedback = initializer.feedback;
     }
 
 }
diff --git a/llm-fe/src/llm-fe/pages/AsyncDashboard2/AsyncDashboard2.tsx b/llm-fe/src/llm-fe/pages/AsyncDashboard2/AsyncDashboard2.tsx
index 61a9a9f..ecef0eb 100644
--- a/llm-fe/src/llm-fe/pages/AsyncDashboard2/AsyncDashboard2.tsx
+++ b/llm-fe/src/llm-fe/pages/AsyncDashboard2/AsyncDashboard2.tsx
@@ -2,8 +2,8 @@ import React, { useContext, useEffect, useRef, useState } from "react";
 import styled, { ThemeContext } from "styled-components";
 import { Formik, Form, Field } from "formik";
 import * as Yup from "yup";
-import { AttachFile, Delete, Send, Close } from "@mui/icons-material"; // Keeping icons for now, can replace later if needed
-import { Tooltip } from "@mui/material";
+import { AttachFile, Delete, Send, Close, FileDownload } from "@mui/icons-material";
+import { Tooltip, Menu, MenuItem, IconButton as MuiIconButton } from "@mui/material";
 import Markdown from "markdown-to-jsx";
 
 import {
@@ -17,6 +17,9 @@ import ParticleBackground from "../../components/ParticleBackground/ParticleBack
 
 import Header2 from "../../components/Header2/Header2";
 import { AnalyticsEvents, trackEvent } from "../../utils/analytics";
+import { exportChat, type ExportFormat } from "../../utils/export/exportChat";
+import { showToast } from "../../utils/toastBus";
+import type { PromptRating } from "../../utils/promptFeedback";
 
 // Styled Components
 const PageContainer = styled.div`
@@ -152,6 +155,18 @@ const ChatArea = styled.div`
   }
 `;
 
+const ChatToolbar = styled.div`
+  display: flex;
+  justify-content: flex-end;
+  align-items: center;
+  padding: 0.25rem 2rem 0;
+  flex-shrink: 0;
+
+  @media (max-width: 768px) {
+    padding: 0.25rem 0.85rem 0;
+  }
+`;
+
 const InputArea = styled.div`
   flex-shrink: 0;
   box-sizing: border-box;
@@ -361,6 +376,57 @@ const AsyncDashboardInner = (): JSX.Element => {
   const theme = useContext(ThemeContext);
   const textareaRef = useRef<HTMLTextAreaElement>(null);
   const [isSidebarOpen, setIsSidebarOpen] = useState(false);
+  const [exportAnchor, setExportAnchor] = useState<null | HTMLElement>(null);
+
+  const selectedTitle =
+    conversations.find((c) => c.id === selectedConversation)?.title ||
+    'conversation';
+
+  const handleConversationExport = async (format: ExportFormat) => {
+    setExportAnchor(null);
+    const turns = conversationDetails
+      .filter((d) => d.message.length > 0)
+      .map((d) => ({
+        role: (d.user_created ? 'user' : 'assistant') as 'user' | 'assistant',
+        message: d.message,
+        timestamp: d.created_timestamp,
+        citations: d.citations,
+      }));
+    if (!turns.length) {
+      showToast('Nothing to export yet', 'info');
+      return;
+    }
+    try {
+      await exportChat({
+        format,
+        scope: 'conversation',
+        title: selectedTitle,
+        turns,
+      });
+      trackEvent(AnalyticsEvents.MESSAGE_EXPORTED, {
+        format,
+        scope: 'conversation',
+      });
+    } catch (err) {
+      console.error(err);
+      showToast('Export failed', 'error');
+    }
+  };
+
+  const updatePromptRating = (promptId: number | undefined, rating: PromptRating | null) => {
+    if (!promptId) return;
+    const next = conversationDetails.map((detail) => {
+      if (detail.id !== promptId) return detail;
+      return new ConversationPrompt({
+        ...detail,
+        feedback: rating
+          ? { rating, reason: detail.feedback?.reason, comment: detail.feedback?.comment }
+          : null,
+      });
+    });
+    conversationRef.current = next;
+    setConversationDetails(next);
+  };
 
   const connectionBanner = (() => {
     if (connectionStatus === ConnectionStatus.CONNECTED || isConnected) {
@@ -483,23 +549,66 @@ const AsyncDashboardInner = (): JSX.Element => {
       </Sidebar>
 
       <MainContent>
+        {conversationDetails.length > 0 && (
+          <ChatToolbar>
+            <Tooltip title="Export conversation">
+              <MuiIconButton
+                aria-label="Export conversation"
+                size="small"
+                onClick={(e) => setExportAnchor(e.currentTarget)}
+                sx={{ color: theme?.colors?.text }}
+              >
+                <FileDownload fontSize="small" />
+              </MuiIconButton>
+            </Tooltip>
+            <Menu
+              anchorEl={exportAnchor}
+              open={Boolean(exportAnchor)}
+              onClose={() => setExportAnchor(null)}
+            >
+              {(
+                [
+                  ['pdf', 'PDF'],
+                  ['docx', 'Word (.docx)'],
+                  ['csv', 'CSV'],
+                  ['xlsx', 'Excel (.xlsx)'],
+                  ['txt', 'Plain text'],
+                ] as [ExportFormat, string][]
+              ).map(([format, label]) => (
+                <MenuItem key={format} onClick={() => void handleConversationExport(format)}>
+                  {label}
+                </MenuItem>
+              ))}
+            </Menu>
+          </ChatToolbar>
+        )}
         <ChatArea>
           {conversationDetails.length > 0 ? (
-            conversationDetails.map((convo_detail, index) =>
-              convo_detail.message.length > 0 ? (
+            conversationDetails.map((convo_detail, index) => {
+              const isLast = index === conversationDetails.length - 1;
+              const isLiveStream =
+                !convo_detail.user_created && convo_detail.message.length === 0;
+              const displayMessage = isLiveStream
+                ? stateMessage
+                : convo_detail.message;
+              return (
                 <ConversationDetailCard
-                  message={convo_detail.message}
-                  user_created={convo_detail.user_created}
                   key={convo_detail.id || index}
-                />
-              ) : (
-                <ConversationDetailCard
-                  message={stateMessage}
+                  message={displayMessage}
                   user_created={convo_detail.user_created}
-                  key={convo_detail.id || index}
+                  promptId={convo_detail.id}
+                  citations={convo_detail.citations}
+                  isStreaming={isLiveStream}
+                  isLast={isLast}
+                  conversationTitle={selectedTitle}
+                  createdTimestamp={convo_detail.created_timestamp}
+                  initialRating={convo_detail.feedback?.rating ?? null}
+                  onRatingChange={(rating) =>
+                    updatePromptRating(convo_detail.id, rating)
+                  }
                 />
-              )
-            )
+              );
+            })
           ) : (
             <div style={{
               display: 'flex',
diff --git a/llm-fe/src/llm-fe/utils/analytics.ts b/llm-fe/src/llm-fe/utils/analytics.ts
index ef7abbd..29910f7 100644
--- a/llm-fe/src/llm-fe/utils/analytics.ts
+++ b/llm-fe/src/llm-fe/utils/analytics.ts
@@ -25,6 +25,7 @@ const queue: QueuedCall[] = [];
  * | Plan Change Started | Change-plan intent (#75) |
  * | Subscription Cancel Started | Cancel intent (#75) |
  * | Account Delete Started / Success / Failed | Self-delete (#34 companion) |
+ * | Message Copied / Rated / Rating Reason / Exported | Message actions (#97) |
  */
 export const AnalyticsEvents = {
   LOGIN_SUCCESS: 'Login Success',
@@ -46,6 +47,10 @@ export const AnalyticsEvents = {
   ACCOUNT_DELETE_STARTED: 'Account Delete Started',
   ACCOUNT_DELETE_SUCCESS: 'Account Delete Success',
   ACCOUNT_DELETE_FAILED: 'Account Delete Failed',
+  MESSAGE_COPIED: 'Message Copied',
+  MESSAGE_RATED: 'Message Rated',
+  MESSAGE_RATING_REASON: 'Message Rating Reason',
+  MESSAGE_EXPORTED: 'Message Exported',
 } as const;
 
 export type AnalyticsEventName = (typeof AnalyticsEvents)[keyof typeof AnalyticsEvents];
diff --git a/llm-fe/src/llm-fe/utils/clipboard.test.ts b/llm-fe/src/llm-fe/utils/clipboard.test.ts
new file mode 100644
index 0000000..d2511d4
--- /dev/null
+++ b/llm-fe/src/llm-fe/utils/clipboard.test.ts
@@ -0,0 +1,51 @@
+import { copyTextToClipboard } from './clipboard';
+
+describe('clipboard', () => {
+  const originalClipboard = navigator.clipboard;
+
+  afterEach(() => {
+    Object.defineProperty(navigator, 'clipboard', {
+      configurable: true,
+      value: originalClipboard,
+    });
+    jest.restoreAllMocks();
+  });
+
+  it('uses navigator.clipboard.writeText when available', async () => {
+    const writeText = jest.fn().mockResolvedValue(undefined);
+    Object.defineProperty(navigator, 'clipboard', {
+      configurable: true,
+      value: { writeText },
+    });
+    await copyTextToClipboard('hello');
+    expect(writeText).toHaveBeenCalledWith('hello');
+  });
+
+  it('falls back to execCommand when clipboard API fails', async () => {
+    Object.defineProperty(navigator, 'clipboard', {
+      configurable: true,
+      value: {
+        writeText: jest.fn().mockRejectedValue(new Error('denied')),
+      },
+    });
+    Object.defineProperty(document, 'execCommand', {
+      configurable: true,
+      value: jest.fn().mockReturnValue(true),
+    });
+    await copyTextToClipboard('fallback text');
+    expect(document.execCommand).toHaveBeenCalledWith('copy');
+  });
+
+  it('falls back when clipboard API is missing', async () => {
+    Object.defineProperty(navigator, 'clipboard', {
+      configurable: true,
+      value: undefined,
+    });
+    Object.defineProperty(document, 'execCommand', {
+      configurable: true,
+      value: jest.fn().mockReturnValue(true),
+    });
+    await copyTextToClipboard('legacy');
+    expect(document.execCommand).toHaveBeenCalledWith('copy');
+  });
+});
diff --git a/llm-fe/src/llm-fe/utils/clipboard.ts b/llm-fe/src/llm-fe/utils/clipboard.ts
new file mode 100644
index 0000000..1b8fea4
--- /dev/null
+++ b/llm-fe/src/llm-fe/utils/clipboard.ts
@@ -0,0 +1,33 @@
+/**
+ * Clipboard helper with execCommand fallback for Capacitor / insecure contexts (#97).
+ */
+export async function copyTextToClipboard(text: string): Promise<void> {
+  if (typeof navigator !== 'undefined' && navigator.clipboard?.writeText) {
+    try {
+      await navigator.clipboard.writeText(text);
+      return;
+    } catch {
+      // fall through to legacy path
+    }
+  }
+  fallbackCopyText(text);
+}
+
+function fallbackCopyText(text: string): void {
+  const textarea = document.createElement('textarea');
+  textarea.value = text;
+  textarea.setAttribute('readonly', '');
+  textarea.style.position = 'fixed';
+  textarea.style.top = '0';
+  textarea.style.left = '0';
+  textarea.style.opacity = '0';
+  document.body.appendChild(textarea);
+  textarea.focus();
+  textarea.select();
+  textarea.setSelectionRange(0, textarea.value.length);
+  const ok = document.execCommand('copy');
+  document.body.removeChild(textarea);
+  if (!ok) {
+    throw new Error('Copy command failed');
+  }
+}
diff --git a/llm-fe/src/llm-fe/utils/downloadFile.ts b/llm-fe/src/llm-fe/utils/downloadFile.ts
new file mode 100644
index 0000000..6b78a74
--- /dev/null
+++ b/llm-fe/src/llm-fe/utils/downloadFile.ts
@@ -0,0 +1,24 @@
+/**
+ * Client-side file download. Uses blob URL + anchor click.
+ * Capacitor Android WebView: plain downloads often work for blob URLs;
+ * if not, consider @capacitor/filesystem + Share (#97).
+ */
+export function downloadBlob(blob: Blob, filename: string): void {
+  const url = URL.createObjectURL(blob);
+  try {
+    const anchor = document.createElement('a');
+    anchor.href = url;
+    anchor.download = filename;
+    anchor.rel = 'noopener';
+    anchor.style.display = 'none';
+    document.body.appendChild(anchor);
+    anchor.click();
+    document.body.removeChild(anchor);
+  } finally {
+    setTimeout(() => URL.revokeObjectURL(url), 1000);
+  }
+}
+
+export function downloadText(text: string, filename: string, mime = 'text/plain;charset=utf-8'): void {
+  downloadBlob(new Blob([text], { type: mime }), filename);
+}
diff --git a/llm-fe/src/llm-fe/utils/export/exportChat.test.ts b/llm-fe/src/llm-fe/utils/export/exportChat.test.ts
new file mode 100644
index 0000000..19d789c
--- /dev/null
+++ b/llm-fe/src/llm-fe/utils/export/exportChat.test.ts
@@ -0,0 +1,67 @@
+import {
+  buildExportFilename,
+  extractMarkdownTables,
+  parseMarkdownBlocks,
+  sanitizeFilenamePart,
+  stripMarkdown,
+} from './markdownUtils';
+import { selectTabularStrategy } from './exportChat';
+
+describe('export markdown utils', () => {
+  it('sanitises filenames with title + ISO date', () => {
+    expect(sanitizeFilenamePart('Hesychia Taylor Swift Question!')).toBe(
+      'hesychia-taylor-swift-question',
+    );
+    expect(
+      buildExportFilename('Hesychia Taylor Swift Question', 'pdf', new Date('2026-08-02T12:00:00Z')),
+    ).toBe('hesychia-taylor-swift-question-2026-08-02.pdf');
+  });
+
+  it('strips markdown for plain text', () => {
+    expect(stripMarkdown('# Hello\n\n**world**')).toContain('Hello');
+    expect(stripMarkdown('# Hello\n\n**world**')).not.toContain('**');
+  });
+
+  it('parses headings, lists, tables, and code', () => {
+    const blocks = parseMarkdownBlocks(
+      [
+        '# Title',
+        '',
+        '- a',
+        '- b',
+        '',
+        '```js',
+        'console.log(1)',
+        '```',
+        '',
+        '| A | B |',
+        '| --- | --- |',
+        '| 1 | 2 |',
+      ].join('\n'),
+    );
+    expect(blocks.find((b) => b.type === 'heading')).toMatchObject({
+      level: 1,
+      text: 'Title',
+    });
+    expect(blocks.find((b) => b.type === 'list')).toMatchObject({
+      ordered: false,
+      items: ['a', 'b'],
+    });
+    expect(blocks.find((b) => b.type === 'code')).toMatchObject({
+      language: 'js',
+      text: 'console.log(1)',
+    });
+    expect(blocks.find((b) => b.type === 'table')).toMatchObject({
+      headers: ['A', 'B'],
+      rows: [['1', '2']],
+    });
+  });
+
+  it('selects tabular strategy per CSV/XLSX rules', () => {
+    const withTable = '| A | B |\n| --- | --- |\n| 1 | 2 |';
+    expect(selectTabularStrategy('message', withTable)).toBe('tables');
+    expect(selectTabularStrategy('message', 'no table here')).toBe('turns');
+    expect(selectTabularStrategy('conversation', withTable)).toBe('turns');
+    expect(extractMarkdownTables(withTable)).toHaveLength(1);
+  });
+});
diff --git a/llm-fe/src/llm-fe/utils/export/exportChat.ts b/llm-fe/src/llm-fe/utils/export/exportChat.ts
new file mode 100644
index 0000000..e01597d
--- /dev/null
+++ b/llm-fe/src/llm-fe/utils/export/exportChat.ts
@@ -0,0 +1,477 @@
+import { downloadBlob, downloadText } from '../downloadFile';
+import { Citation } from '../wsFrames';
+import {
+  buildExportFilename,
+  extractMarkdownTables,
+  parseMarkdownBlocks,
+  stripMarkdown,
+  type MdBlock,
+} from './markdownUtils';
+
+export type ExportFormat = 'pdf' | 'docx' | 'csv' | 'xlsx' | 'txt';
+
+export type ExportTurn = {
+  role: 'user' | 'assistant';
+  message: string;
+  timestamp?: string | Date | null;
+  citations?: Citation[];
+};
+
+export type ExportScope = 'message' | 'conversation';
+
+export type ExportOptions = {
+  format: ExportFormat;
+  scope: ExportScope;
+  title: string;
+  turns: ExportTurn[];
+};
+
+function yieldToUi(): Promise<void> {
+  return new Promise((resolve) => setTimeout(resolve, 0));
+}
+
+function formatTs(value?: string | Date | null): string {
+  if (!value) return '';
+  try {
+    return new Date(value).toISOString();
+  } catch {
+    return String(value);
+  }
+}
+
+function roleLabel(role: ExportTurn['role']): string {
+  return role === 'user' ? 'User' : 'Assistant';
+}
+
+function citationFootnotes(citations?: Citation[]): string {
+  if (!citations?.length) return '';
+  return citations
+    .map((c) => `[${c.index}] ${c.title}${c.url ? ` — ${c.url}` : ''}`)
+    .join('\n');
+}
+
+export async function exportChat(options: ExportOptions): Promise<void> {
+  const { format, scope, title, turns } = options;
+  const filename = buildExportFilename(title, format === 'docx' ? 'docx' : format);
+  const exportedAt = new Date().toISOString();
+
+  // Yield so large conversations don't freeze the main thread (#97).
+  await yieldToUi();
+
+  switch (format) {
+    case 'txt':
+      downloadText(buildTxt(title, turns, scope), filename);
+      break;
+    case 'csv':
+      await exportCsv(title, turns, scope, filename);
+      break;
+    case 'xlsx':
+      await exportXlsx(title, turns, scope, filename);
+      break;
+    case 'pdf':
+      await exportPdf(title, turns, exportedAt, filename);
+      break;
+    case 'docx':
+      await exportDocx(title, turns, exportedAt, filename);
+      break;
+    default:
+      throw new Error(`Unsupported export format: ${format}`);
+  }
+}
+
+function buildTxt(title: string, turns: ExportTurn[], scope: ExportScope): string {
+  if (scope === 'message' && turns.length === 1) {
+    const turn = turns[0];
+    const body = stripMarkdown(turn.message);
+    const notes = citationFootnotes(turn.citations);
+    return notes ? `${body}\n\nSources:\n${notes}` : body;
+  }
+  const parts = [`# ${title}`, ''];
+  for (const turn of turns) {
+    const ts = formatTs(turn.timestamp);
+    parts.push(`[${roleLabel(turn.role)}${ts ? ` · ${ts}` : ''}]`);
+    parts.push(stripMarkdown(turn.message));
+    const notes = citationFootnotes(turn.citations);
+    if (notes) {
+      parts.push('Sources:');
+      parts.push(notes);
+    }
+    parts.push('');
+  }
+  return parts.join('\n');
+}
+
+function turnsAsRows(turns: ExportTurn[]): string[][] {
+  const header = ['timestamp', 'role', 'message', 'citations'];
+  const rows = turns.map((turn) => [
+    formatTs(turn.timestamp),
+    roleLabel(turn.role),
+    stripMarkdown(turn.message),
+    citationFootnotes(turn.citations).replace(/\n/g, ' | '),
+  ]);
+  return [header, ...rows];
+}
+
+async function exportCsv(
+  _title: string,
+  turns: ExportTurn[],
+  scope: ExportScope,
+  filename: string,
+): Promise<void> {
+  const Papa = (await import('papaparse')).default;
+  let matrix: string[][];
+
+  if (scope === 'message' && turns.length === 1) {
+    const tables = extractMarkdownTables(turns[0].message);
+    if (tables.length > 0) {
+      const table = tables[0];
+      matrix = [table.headers, ...table.rows];
+    } else {
+      matrix = turnsAsRows(turns);
+    }
+  } else {
+    matrix = turnsAsRows(turns);
+  }
+
+  const csv = Papa.unparse(matrix);
+  downloadText(csv, filename, 'text/csv;charset=utf-8');
+}
+
+async function exportXlsx(
+  _title: string,
+  turns: ExportTurn[],
+  scope: ExportScope,
+  filename: string,
+): Promise<void> {
+  const XLSX = await import('xlsx');
+  const workbook = XLSX.utils.book_new();
+
+  if (scope === 'message' && turns.length === 1) {
+    const tables = extractMarkdownTables(turns[0].message);
+    if (tables.length > 0) {
+      tables.forEach((table, idx) => {
+        const sheet = XLSX.utils.aoa_to_sheet([table.headers, ...table.rows]);
+        XLSX.utils.book_append_sheet(workbook, sheet, `Table ${idx + 1}`);
+      });
+    } else {
+      const sheet = XLSX.utils.aoa_to_sheet(turnsAsRows(turns));
+      XLSX.utils.book_append_sheet(workbook, sheet, 'Messages');
+    }
+  } else {
+    const sheet = XLSX.utils.aoa_to_sheet(turnsAsRows(turns));
+    XLSX.utils.book_append_sheet(workbook, sheet, 'Messages');
+  }
+
+  const arrayBuffer = XLSX.write(workbook, { bookType: 'xlsx', type: 'array' });
+  downloadBlob(
+    new Blob([arrayBuffer], {
+      type: 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
+    }),
+    filename,
+  );
+}
+
+function blocksToPdfContent(blocks: MdBlock[]): unknown[] {
+  const content: unknown[] = [];
+  for (const block of blocks) {
+    switch (block.type) {
+      case 'heading':
+        content.push({
+          text: block.text,
+          style: `h${Math.min(block.level, 3)}`,
+          margin: [0, 8, 0, 4],
+        });
+        break;
+      case 'paragraph':
+        content.push({ text: block.text, margin: [0, 2, 0, 6] });
+        break;
+      case 'code':
+        content.push({
+          text: block.text,
+          fontSize: 9,
+          preserveLeadingSpaces: true,
+          margin: [0, 4, 0, 8],
+          background: '#f5f5f5',
+        });
+        break;
+      case 'list':
+        content.push(
+          block.ordered
+            ? { ol: block.items, margin: [0, 2, 0, 6] }
+            : { ul: block.items, margin: [0, 2, 0, 6] },
+        );
+        break;
+      case 'table':
+        content.push({
+          table: {
+            headerRows: 1,
+            widths: block.headers.map(() => '*'),
+            body: [
+              block.headers.map((h) => ({ text: h, bold: true })),
+              ...block.rows.map((row) =>
+                block.headers.map((_, col) => row[col] ?? ''),
+              ),
+            ],
+          },
+          margin: [0, 4, 0, 8],
+        });
+        break;
+      default:
+        break;
+    }
+  }
+  return content;
+}
+
+async function exportPdf(
+  title: string,
+  turns: ExportTurn[],
+  exportedAt: string,
+  filename: string,
+): Promise<void> {
+  const pdfMakeModule = await import('pdfmake/build/pdfmake');
+  const pdfFonts = await import('pdfmake/build/vfs_fonts');
+  const pdfMake = pdfMakeModule.default || pdfMakeModule;
+  // vfs_fonts may export vfs on default or as pdfMake.vfs
+  const vfs =
+    (pdfFonts as { pdfMake?: { vfs?: unknown }; default?: { pdfMake?: { vfs?: unknown } } })
+      .pdfMake?.vfs ||
+    (pdfFonts as { default?: { pdfMake?: { vfs?: unknown } } }).default?.pdfMake?.vfs ||
+    (pdfFonts as { default?: unknown }).default;
+  if (vfs) {
+    (pdfMake as { vfs?: unknown }).vfs = vfs;
+  }
+
+  const content: unknown[] = [
+    { text: title, style: 'title' },
+    { text: `Exported ${exportedAt}`, style: 'meta', margin: [0, 0, 0, 16] },
+  ];
+
+  for (let i = 0; i < turns.length; i += 1) {
+    if (i > 0 && i % 20 === 0) await yieldToUi();
+    const turn = turns[i];
+    if (turns.length > 1) {
+      content.push({
+        text: `${roleLabel(turn.role)}${turn.timestamp ? ` · ${formatTs(turn.timestamp)}` : ''}`,
+        style: 'role',
+        margin: [0, 12, 0, 4],
+      });
+    }
+    content.push(...blocksToPdfContent(parseMarkdownBlocks(turn.message)));
+    if (turn.citations?.length) {
+      content.push({ text: 'Sources', style: 'h3', margin: [0, 8, 0, 4] });
+      content.push({
+        ol: turn.citations
+          .slice()
+          .sort((a, b) => a.index - b.index)
+          .map((c) => `${c.title}${c.url ? ` (${c.url})` : ''}`),
+      });
+    }
+  }
+
+  const docDefinition = {
+    content,
+    styles: {
+      title: { fontSize: 18, bold: true },
+      meta: { fontSize: 9, color: '#666666' },
+      role: { fontSize: 11, bold: true, color: '#333333' },
+      h1: { fontSize: 16, bold: true },
+      h2: { fontSize: 14, bold: true },
+      h3: { fontSize: 12, bold: true },
+    },
+    defaultStyle: { fontSize: 11 },
+    header: {
+      text: `${title} · ${exportedAt}`,
+      fontSize: 8,
+      color: '#888888',
+      margin: [40, 20, 40, 0] as [number, number, number, number],
+    },
+  };
+
+  await new Promise<void>((resolve, reject) => {
+    try {
+      // pdfmake typings vary across 0.2/0.3 builds; keep runtime call flexible.
+      const pdf = (pdfMake as { createPdf: (def: unknown) => { getBlob: (cb: (blob: Blob) => void) => void } }).createPdf(
+        docDefinition,
+      );
+      pdf.getBlob((blob: Blob) => {
+        downloadBlob(blob, filename);
+        resolve();
+      });
+    } catch (err) {
+      reject(err);
+    }
+  });
+}
+
+async function exportDocx(
+  title: string,
+  turns: ExportTurn[],
+  exportedAt: string,
+  filename: string,
+): Promise<void> {
+  const {
+    Document,
+    Packer,
+    Paragraph,
+    TextRun,
+    HeadingLevel,
+    Table,
+    TableRow,
+    TableCell,
+    WidthType,
+    Header,
+  } = await import('docx');
+
+  const children: InstanceType<typeof Paragraph | typeof Table>[] = [
+    new Paragraph({
+      text: title,
+      heading: HeadingLevel.TITLE,
+    }),
+    new Paragraph({
+      children: [
+        new TextRun({ text: `Exported ${exportedAt}`, italics: true, size: 18, color: '666666' }),
+      ],
+    }),
+  ];
+
+  for (let i = 0; i < turns.length; i += 1) {
+    if (i > 0 && i % 20 === 0) await yieldToUi();
+    const turn = turns[i];
+    if (turns.length > 1) {
+      children.push(
+        new Paragraph({
+          children: [
+            new TextRun({
+              text: `${roleLabel(turn.role)}${turn.timestamp ? ` · ${formatTs(turn.timestamp)}` : ''}`,
+              bold: true,
+            }),
+          ],
+          spacing: { before: 240 },
+        }),
+      );
+    }
+
+    for (const block of parseMarkdownBlocks(turn.message)) {
+      switch (block.type) {
+        case 'heading': {
+          const level =
+            block.level === 1
+              ? HeadingLevel.HEADING_1
+              : block.level === 2
+                ? HeadingLevel.HEADING_2
+                : HeadingLevel.HEADING_3;
+          children.push(new Paragraph({ text: block.text, heading: level }));
+          break;
+        }
+        case 'paragraph':
+          children.push(new Paragraph({ text: block.text }));
+          break;
+        case 'code':
+          children.push(
+            new Paragraph({
+              children: [new TextRun({ text: block.text, font: 'Courier New', size: 18 })],
+            }),
+          );
+          break;
+        case 'list':
+          block.items.forEach((item, idx) => {
+            children.push(
+              new Paragraph({
+                text: block.ordered ? `${idx + 1}. ${item}` : `• ${item}`,
+              }),
+            );
+          });
+          break;
+        case 'table':
+          children.push(
+            new Table({
+              width: { size: 100, type: WidthType.PERCENTAGE },
+              rows: [
+                new TableRow({
+                  children: block.headers.map(
+                    (h) =>
+                      new TableCell({
+                        children: [
+                          new Paragraph({
+                            children: [new TextRun({ text: h, bold: true })],
+                          }),
+                        ],
+                      }),
+                  ),
+                }),
+                ...block.rows.map(
+                  (row) =>
+                    new TableRow({
+                      children: block.headers.map(
+                        (_, col) =>
+                          new TableCell({
+                            children: [new Paragraph({ text: row[col] ?? '' })],
+                          }),
+                      ),
+                    }),
+                ),
+              ],
+            }),
+          );
+          break;
+        default:
+          break;
+      }
+    }
+
+    if (turn.citations?.length) {
+      children.push(
+        new Paragraph({
+          text: 'Sources',
+          heading: HeadingLevel.HEADING_3,
+        }),
+      );
+      turn.citations
+        .slice()
+        .sort((a, b) => a.index - b.index)
+        .forEach((c) => {
+          children.push(
+            new Paragraph({
+              text: `[${c.index}] ${c.title}${c.url ? ` — ${c.url}` : ''}`,
+            }),
+          );
+        });
+    }
+  }
+
+  const doc = new Document({
+    sections: [
+      {
+        headers: {
+          default: new Header({
+            children: [
+              new Paragraph({
+                children: [
+                  new TextRun({
+                    text: `${title} · ${exportedAt}`,
+                    size: 16,
+                    color: '888888',
+                  }),
+                ],
+              }),
+            ],
+          }),
+        },
+        children,
+      },
+    ],
+  });
+
+  const blob = await Packer.toBlob(doc);
+  downloadBlob(blob, filename);
+}
+
+/** Decide CSV/XLSX matrix strategy — exported for unit tests. */
+export function selectTabularStrategy(
+  scope: ExportScope,
+  messageMarkdown: string,
+): 'tables' | 'turns' {
+  if (scope === 'conversation') return 'turns';
+  return extractMarkdownTables(messageMarkdown).length > 0 ? 'tables' : 'turns';
+}
diff --git a/llm-fe/src/llm-fe/utils/export/markdownUtils.ts b/llm-fe/src/llm-fe/utils/export/markdownUtils.ts
new file mode 100644
index 0000000..621a024
--- /dev/null
+++ b/llm-fe/src/llm-fe/utils/export/markdownUtils.ts
@@ -0,0 +1,134 @@
+export function sanitizeFilenamePart(value: string): string {
+  return value
+    .toLowerCase()
+    .replace(/[^a-z0-9]+/g, '-')
+    .replace(/^-+|-+$/g, '')
+    .slice(0, 80) || 'conversation';
+}
+
+export function buildExportFilename(
+  conversationTitle: string,
+  extension: string,
+  date = new Date(),
+): string {
+  const day = date.toISOString().slice(0, 10);
+  const base = sanitizeFilenamePart(conversationTitle || 'conversation');
+  const ext = extension.replace(/^\./, '');
+  return `${base}-${day}.${ext}`;
+}
+
+/** Strip markdown to plain text for TXT / tabular message cells. */
+export function stripMarkdown(markdown: string): string {
+  return markdown
+    .replace(/```[\s\S]*?```/g, (block) =>
+      block.replace(/```\w*\n?/, '').replace(/```$/, ''),
+    )
+    .replace(/!\[[^\]]*]\([^)]+\)/g, '')
+    .replace(/\[([^\]]+)]\([^)]+\)/g, '$1')
+    .replace(/^#{1,6}\s+/gm, '')
+    .replace(/^\s*[-*+]\s+/gm, '')
+    .replace(/^\s*\d+\.\s+/gm, '')
+    .replace(/[*_~`]+/g, '')
+    .replace(/\n{3,}/g, '\n\n')
+    .trim();
+}
+
+export type MdBlock =
+  | { type: 'heading'; level: number; text: string }
+  | { type: 'paragraph'; text: string }
+  | { type: 'code'; language: string; text: string }
+  | { type: 'list'; ordered: boolean; items: string[] }
+  | { type: 'table'; headers: string[]; rows: string[][] };
+
+/** Lightweight markdown → block AST for PDF/DOCX exporters. */
+export function parseMarkdownBlocks(markdown: string): MdBlock[] {
+  const lines = markdown.replace(/\r\n/g, '\n').split('\n');
+  const blocks: MdBlock[] = [];
+  let i = 0;
+
+  while (i < lines.length) {
+    const line = lines[i];
+
+    if (/^```/.test(line)) {
+      const language = line.replace(/^```/, '').trim();
+      const body: string[] = [];
+      i += 1;
+      while (i < lines.length && !/^```/.test(lines[i])) {
+        body.push(lines[i]);
+        i += 1;
+      }
+      blocks.push({ type: 'code', language, text: body.join('\n') });
+      i += 1;
+      continue;
+    }
+
+    const heading = /^(#{1,6})\s+(.*)$/.exec(line);
+    if (heading) {
+      blocks.push({
+        type: 'heading',
+        level: heading[1].length,
+        text: heading[2].trim(),
+      });
+      i += 1;
+      continue;
+    }
+
+    if (/^\|.+\|$/.test(line.trim()) && i + 1 < lines.length && /^\|?\s*[-:| ]+\|?$/.test(lines[i + 1].trim())) {
+      const headers = splitTableRow(line);
+      i += 2;
+      const rows: string[][] = [];
+      while (i < lines.length && /^\|.+\|$/.test(lines[i].trim())) {
+        rows.push(splitTableRow(lines[i]));
+        i += 1;
+      }
+      blocks.push({ type: 'table', headers, rows });
+      continue;
+    }
+
+    if (/^\s*[-*+]\s+/.test(line) || /^\s*\d+\.\s+/.test(line)) {
+      const ordered = /^\s*\d+\.\s+/.test(line);
+      const items: string[] = [];
+      while (
+        i < lines.length &&
+        (ordered ? /^\s*\d+\.\s+/.test(lines[i]) : /^\s*[-*+]\s+/.test(lines[i]))
+      ) {
+        items.push(lines[i].replace(/^\s*([-*+]|\d+\.)\s+/, '').trim());
+        i += 1;
+      }
+      blocks.push({ type: 'list', ordered, items });
+      continue;
+    }
+
+    if (!line.trim()) {
+      i += 1;
+      continue;
+    }
+
+    const para: string[] = [];
+    while (i < lines.length && lines[i].trim() && !/^```/.test(lines[i]) && !/^(#{1,6})\s+/.test(lines[i])) {
+      if (/^\|.+\|$/.test(lines[i].trim())) break;
+      if (/^\s*[-*+]\s+/.test(lines[i]) || /^\s*\d+\.\s+/.test(lines[i])) break;
+      para.push(lines[i]);
+      i += 1;
+    }
+    blocks.push({ type: 'paragraph', text: para.join(' ').trim() });
+  }
+
+  return blocks;
+}
+
+function splitTableRow(line: string): string[] {
+  return line
+    .trim()
+    .replace(/^\|/, '')
+    .replace(/\|$/, '')
+    .split('|')
+    .map((cell) => cell.trim());
+}
+
+/** Extract markdown tables from a single message (for CSV/XLSX tabular rules). */
+export function extractMarkdownTables(markdown: string): { headers: string[]; rows: string[][] }[] {
+  return parseMarkdownBlocks(markdown)
+    .filter((b): b is Extract<MdBlock, { type: 'table' }> => b.type === 'table')
+    .map(({ headers, rows }) => ({ headers, rows }));
+}
diff --git a/llm-fe/src/llm-fe/utils/promptFeedback.test.ts b/llm-fe/src/llm-fe/utils/promptFeedback.test.ts
new file mode 100644
index 0000000..cd33dc2
--- /dev/null
+++ b/llm-fe/src/llm-fe/utils/promptFeedback.test.ts
@@ -0,0 +1,45 @@
+import { upsertPromptFeedback, clearPromptFeedback } from './promptFeedback';
+import { axiosInstance } from '../../axiosApi';
+
+jest.mock('../../axiosApi', () => ({
+  axiosInstance: {
+    post: jest.fn(),
+    delete: jest.fn(),
+  },
+}));
+
+describe('promptFeedback optimistic helpers', () => {
+  const post = axiosInstance.post as jest.Mock;
+  const del = axiosInstance.delete as jest.Mock;
+
+  beforeEach(() => {
+    post.mockReset();
+    del.mockReset();
+  });
+
+  it('posts upsert payload', async () => {
+    post.mockResolvedValue({ data: { rating: 'up' } });
+    await upsertPromptFeedback(42, { rating: 'up' });
+    expect(post).toHaveBeenCalledWith('prompt_feedback', {
+      prompt_id: 42,
+      rating: 'up',
+      reason: undefined,
+      comment: undefined,
+    });
+  });
+
+  it('deletes vote by prompt_id', async () => {
+    del.mockResolvedValue({});
+    await clearPromptFeedback(42);
+    expect(del).toHaveBeenCalledWith('prompt_feedback', {
+      params: { prompt_id: 42 },
+    });
+  });
+
+  it('surfaces request failures for rollback callers', async () => {
+    post.mockRejectedValue(new Error('network'));
+    await expect(upsertPromptFeedback(1, { rating: 'down' })).rejects.toThrow(
+      'network',
+    );
+  });
+});
diff --git a/llm-fe/src/llm-fe/utils/promptFeedback.ts b/llm-fe/src/llm-fe/utils/promptFeedback.ts
new file mode 100644
index 0000000..dc34b3f
--- /dev/null
+++ b/llm-fe/src/llm-fe/utils/promptFeedback.ts
@@ -0,0 +1,39 @@
+import { axiosInstance } from '../../axiosApi';
+
+export type PromptRating = 'up' | 'down';
+
+export type PromptFeedbackPayload = {
+  rating: PromptRating;
+  reason?: string | null;
+  comment?: string | null;
+};
+
+export type PromptFeedbackResponse = PromptFeedbackPayload & {
+  id?: number;
+  prompt_id?: number;
+};
+
+/**
+ * Upsert thumbs rating for an assistant prompt (chat_backend#67).
+ */
+export async function upsertPromptFeedback(
+  promptId: number,
+  payload: PromptFeedbackPayload,
+): Promise<PromptFeedbackResponse> {
+  const { data } = await axiosInstance.post<PromptFeedbackResponse>('prompt_feedback', {
+    prompt_id: promptId,
+    rating: payload.rating,
+    reason: payload.reason ?? undefined,
+    comment: payload.comment ?? undefined,
+  });
+  return data;
+}
+
+/**
+ * Clear a vote for an assistant prompt.
+ */
+export async function clearPromptFeedback(promptId: number): Promise<void> {
+  await axiosInstance.delete('prompt_feedback', {
+    params: { prompt_id: promptId },
+  });
+}
diff --git a/llm-fe/src/llm-fe/utils/toastBus.ts b/llm-fe/src/llm-fe/utils/toastBus.ts
new file mode 100644
index 0000000..678e1a6
--- /dev/null
+++ b/llm-fe/src/llm-fe/utils/toastBus.ts
@@ -0,0 +1,17 @@
+type ToastListener = (message: string, severity: 'error' | 'success' | 'info') => void;
+
+const listeners = new Set<ToastListener>();
+
+export function subscribeToast(listener: ToastListener): () => void {
+  listeners.add(listener);
+  return () => {
+    listeners.delete(listener);
+  };
+}
+
+export function showToast(
+  message: string,
+  severity: 'error' | 'success' | 'info' = 'info',
+): void {
+  listeners.forEach((listener) => listener(message, severity));
+}
diff --git a/llm-fe/src/llm-fe/utils/wsFrames.test.ts b/llm-fe/src/llm-fe/utils/wsFrames.test.ts
new file mode 100644
index 0000000..73647b8
--- /dev/null
+++ b/llm-fe/src/llm-fe/utils/wsFrames.test.ts
@@ -0,0 +1,52 @@
+import {
+  parseCitationsData,
+  parseVersionedFrame,
+} from './wsFrames';
+
+describe('wsFrames', () => {
+  it('parses a citations frame', () => {
+    const raw = JSON.stringify({
+      v: 1,
+      type: 'citations',
+      data: [
+        {
+          index: 1,
+          title: 'Example',
+          url: 'https://example.com',
+          published_at: '2026-07-03',
+        },
+      ],
+    });
+    const frame = parseVersionedFrame(raw);
+    expect(frame).toEqual({
+      v: 1,
+      type: 'citations',
+      data: [
+        {
+          index: 1,
+          title: 'Example',
+          url: 'https://example.com',
+          published_at: '2026-07-03',
+        },
+      ],
+    });
+    expect(parseCitationsData(frame!.data)).toHaveLength(1);
+  });
+
+  it('ignores unknown types without throwing', () => {
+    const frame = parseVersionedFrame(
+      JSON.stringify({ v: 1, type: 'status', data: { stage: 'search' } }),
+    );
+    expect(frame?.type).toBe('status');
+  });
+
+  it('returns null for sentinels and plain text', () => {
+    expect(parseVersionedFrame('END_OF_THE_STREAM_ENDER_GAME_42')).toBeNull();
+    expect(parseVersionedFrame('hello world')).toBeNull();
+  });
+
+  it('returns empty citations for bad data', () => {
+    expect(parseCitationsData(null)).toEqual([]);
+    expect(parseCitationsData('nope')).toEqual([]);
+  });
+});
diff --git a/llm-fe/src/llm-fe/utils/wsFrames.ts b/llm-fe/src/llm-fe/utils/wsFrames.ts
new file mode 100644
index 0000000..fb82a29
--- /dev/null
+++ b/llm-fe/src/llm-fe/utils/wsFrames.ts
@@ -0,0 +1,56 @@
+/**
+ * Versioned WebSocket frame envelopes shared by citations (#98) and status (#96).
+ * Shape: { v: 1, type: string, data: unknown }
+ */
+
+export type VersionedFrame = {
+  v: number;
+  type: string;
+  data: unknown;
+};
+
+export type Citation = {
+  index: number;
+  title: string;
+  url: string;
+  published_at?: string | null;
+};
+
+export function parseVersionedFrame(raw: string): VersionedFrame | null {
+  const trimmed = raw?.trim?.() ?? '';
+  if (!trimmed.startsWith('{')) return null;
+  try {
+    const parsed = JSON.parse(trimmed);
+    if (
+      parsed &&
+      typeof parsed === 'object' &&
+      typeof parsed.v === 'number' &&
+      typeof parsed.type === 'string'
+    ) {
+      return {
+        v: parsed.v,
+        type: parsed.type,
+        data: parsed.data,
+      };
+    }
+  } catch {
+    // not JSON — fall through to sentinel / stream text handling
+  }
+  return null;
+}
+
+export function parseCitationsData(data: unknown): Citation[] {
+  if (!Array.isArray(data)) return [];
+  return data
+    .filter(
+      (item): item is Record<string, unknown> =>
+        !!item && typeof item === 'object' && typeof (item as { index?: unknown }).index === 'number',
+    )
+    .map((item) => ({
+      index: item.index as number,
+      title: typeof item.title === 'string' ? item.title : `Source ${item.index}`,
+      url: typeof item.url === 'string' ? item.url : '',
+      published_at:
+        typeof item.published_at === 'string' ? item.published_at : null,
+    }));
+}
-- 
2.54.0


From 49397f33f302ae96830369eff40ec39c56fb3fe4 Mon Sep 17 00:00:00 2001
From: Ryan Westfall <ryan@aimloperations.com>
Date: Tue, 4 Aug 2026 05:15:27 -0500
Subject: [PATCH 2/2] Restore missing stylis peer in package-lock after merge.

npm ci failed on PR #101 because the lockfile dropped the top-level
stylis peer required by stylis-plugin-rtl during the master merge.
---
 llm-fe/package-lock.json | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/llm-fe/package-lock.json b/llm-fe/package-lock.json
index 73d8435..bc64a71 100644
--- a/llm-fe/package-lock.json
+++ b/llm-fe/package-lock.json
@@ -24106,6 +24106,12 @@
       "name": "brace-expansion",
       "version": "5.0.8",
       "license": "MIT"
+    },
+    "node_modules/stylis": {
+      "version": "4.3.6",
+      "resolved": "https://registry.npmjs.org/stylis/-/stylis-4.3.6.tgz",
+      "integrity": "sha512-yQ3rwFWRfwNUY7H5vpU0wfdkNSnvnJinhF9830Swlaxl03zsOjCfmX0ugac+3LtK0lYSgwL/KXc8oYL3mG4YFQ==",
+      "peer": true
     }
   }
 }
-- 
2.54.0