feat: add DOCX attachment support using mammoth, extend attachment handling to process and extract text from DOCX files

2026-02-02 16:33:10 +01:00 · 2026-02-02 16:33:10 +01:00 · 4dc19b63f5
commit 4dc19b63f5
parent 3a15b915fc
4 changed files with 152 additions and 1 deletions
--- a/CLAUDE.md
+++ b/CLAUDE.md
@ -0,0 +1,66 @@
+# CLAUDE.md
+
+This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
+
+## Project Overview
+
+LLM fine-tuning platform UI (Unsloth-branded). React/TypeScript frontend with a skeletal Python backend. The frontend is the active development focus.
+
+## Commands
+
+All commands run from `frontend/`:
+
+```bash
+bun install          # install dependencies
+bun run dev          # start Vite dev server
+bun run build        # typecheck + production build
+bun run typecheck    # TypeScript type checking only
+bun run lint         # ESLint
+bun run biome:check  # Biome linter + formatter check
+bun run biome:fix    # Biome auto-fix
+```
+
+Package manager is **Bun** (not npm/yarn).
+
+## Architecture
+
+### Frontend (`frontend/src/`)
+
+
+**Feature-based module architecture** with enforced boundaries:
+
+- `features/` — self-contained feature modules (chat, onboarding, studio)
+- `components/ui/` — shadcn/ui primitives (linting/formatting disabled for these)
+- `components/assistant-ui/` — AI chat thread components
+- `components/layout/` — layout shells (dashboard)
+- `stores/` — Zustand stores (training wizard state)
+- `config/` — constants (model lists, hyperparameters, env)
+- `types/` — shared TypeScript types
+- `app/` — router and root layout (TanStack React Router)
+
+### Import Rules (ESLint-enforced)
+
+Cross-feature imports are **prohibited**. Import from feature barrel (`@/features/[name]`), never from internal paths (`@/features/chat/some-component`).
+
+### Key Technology Choices
+
+| Concern | Choice |
+|---------|--------|
+| Routing | TanStack React Router |
+| State | Zustand |
+| Styling | Tailwind CSS + shadcn/ui (radix-maia style, HugeIcons) |
+| Animation | Framer Motion |
+| Chat UI | @assistant-ui/react with streaming |
+| Local DB | Dexie (IndexedDB) for chat threads/messages |
+| Charts | Recharts |
+
+### Backend (`backend/`)
+
+Placeholder Python structure. Frontend expects an inference server at the URL in `frontend/.env` (`VITE_INFERENCE_URL`) serving POST `/api/chat/generate` with streaming responses.
+
+## Code Style
+
+- Biome handles formatting (2-space indent) and import organization
+- `src/components/ui/**` is excluded from Biome linting/formatting (generated shadcn code)
+- Path alias: `@` maps to `frontend/src/`
+- Prefer KISS and DRY
--- a/studio/frontend/bun.lock
+++ b/studio/frontend/bun.lock
@ -35,6 +35,7 @@
        "framer-motion": "^11.15.0",
        "katex": "^0.16.22",
        "lucide-react": "^0.563.0",
+        "mammoth": "^1.11.0",
        "motion": "^12.29.2",
        "next-themes": "^0.4.6",
        "radix-ui": "^1.4.3",
@ -714,6 +715,8 @@

    "@vitejs/plugin-react": ["@vitejs/plugin-react@5.1.2", "", { "dependencies": { "@babel/core": "^7.28.5", "@babel/plugin-transform-react-jsx-self": "^7.27.1", "@babel/plugin-transform-react-jsx-source": "^7.27.1", "@rolldown/pluginutils": "1.0.0-beta.53", "@types/babel__core": "^7.20.5", "react-refresh": "^0.18.0" }, "peerDependencies": { "vite": "^4.2.0 || ^5.0.0 || ^6.0.0 || ^7.0.0" } }, "sha512-EcA07pHJouywpzsoTUqNh5NwGayl2PPVEJKUSinGGSxFGYn+shYbqMGBg6FXDqgXum9Ou/ecb+411ssw8HImJQ=="],

+    "@xmldom/xmldom": ["@xmldom/xmldom@0.8.11", "", {}, "sha512-cQzWCtO6C8TQiYl1ruKNn2U6Ao4o4WBBcbL61yJl84x+j5sOWWFU9X7DpND8XZG3daDppSsigMdfAIl2upQBRw=="],
+
    "accepts": ["accepts@2.0.0", "", { "dependencies": { "mime-types": "^3.0.0", "negotiator": "^1.0.0" } }, "sha512-5cvg6CtKwfgdmVqY1WIiXKc3Q1bkRqGLi+2W/6ao+6Y7gu/RCwRuAhGEzh5B4KlszSuTLgZYuqFqo5bImjNKng=="],

    "acorn": ["acorn@8.15.0", "", { "bin": { "acorn": "bin/acorn" } }, "sha512-NZyJarBfL7nWwIq+FDL6Zp/yHEhePMNnnJ0y3qfieCrmNvYct8uvtiV41UvlSe6apAfk0fY1FbWx+NwfmpvtTg=="],
@ -732,7 +735,7 @@

    "ansis": ["ansis@4.2.0", "", {}, "sha512-HqZ5rWlFjGiV0tDm3UxxgNRqsOTniqoKZu0pIAfh7TZQMGuZK+hH0drySty0si0QXj1ieop4+SkSfPZBPPkHig=="],

-    "argparse": ["argparse@2.0.1", "", {}, "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q=="],
+    "argparse": ["argparse@1.0.10", "", { "dependencies": { "sprintf-js": "~1.0.2" } }, "sha512-o5Roy6tNG4SL/FOkCAN6RzjiakZS25RLYFrcMttJqbdd8BWrnA+fGz57iN5Pb06pvBGvl5gQ0B48dJlslXvoTg=="],

    "aria-hidden": ["aria-hidden@1.2.6", "", { "dependencies": { "tslib": "^2.0.0" } }, "sha512-ik3ZgC9dY/lYVVM++OISsaYDeg1tb0VtP5uL3ouh1koGOaUMDPpbFIei4JkFimWUFPn90sbMNMXQAIVOlnYKJA=="],

@ -746,8 +749,12 @@

    "balanced-match": ["balanced-match@1.0.2", "", {}, "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw=="],

+    "base64-js": ["base64-js@1.5.1", "", {}, "sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA=="],
+
    "baseline-browser-mapping": ["baseline-browser-mapping@2.9.17", "", { "bin": { "baseline-browser-mapping": "dist/cli.js" } }, "sha512-agD0MgJFUP/4nvjqzIB29zRPUuCF7Ge6mEv9s8dHrtYD7QWXRcx75rOADE/d5ah1NI+0vkDl0yorDd5U852IQQ=="],

+    "bluebird": ["bluebird@3.4.7", "", {}, "sha512-iD3898SR7sWVRHbiQv+sHUtHnMvC1o3nW5rAcqnq3uOn07DSAppZYUkIGslDz6gXC7HfunPe7YVBgoEJASPcHA=="],
+
    "body-parser": ["body-parser@2.2.2", "", { "dependencies": { "bytes": "^3.1.2", "content-type": "^1.0.5", "debug": "^4.4.3", "http-errors": "^2.0.0", "iconv-lite": "^0.7.0", "on-finished": "^2.4.1", "qs": "^6.14.1", "raw-body": "^3.0.1", "type-is": "^2.0.1" } }, "sha512-oP5VkATKlNwcgvxi0vM0p/D3n2C3EReYVX+DNYs5TjZFn/oQt2j+4sVJtSMr18pdRr8wjTcBl6LoV+FUwzPmNA=="],

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@ -830,6 +837,8 @@

    "cookie-signature": ["cookie-signature@1.2.2", "", {}, "sha512-D76uU73ulSXrD1UXF4KE2TMxVVwhsnCgfAyTg9k8P6KGZjlXKrOLe4dJQKI3Bxi5wjesZoFXJWElNWBjPZMbhg=="],

+    "core-util-is": ["core-util-is@1.0.3", "", {}, "sha512-ZQBvi1DcpJ4GDqanjucZ2Hj3wEO5pZDS89BWbkcrvdxksJorwUDDZamX9ldFkp9aw2lmBDLgkObEA4DWNJ9FYQ=="],
+
    "cors": ["cors@2.8.6", "", { "dependencies": { "object-assign": "^4", "vary": "^1" } }, "sha512-tJtZBBHA6vjIAaF6EnIaq6laBBP9aq/Y3ouVJjEfoHbRBcHBAHYcMh/w8LDrk2PvIMMq8gmopa5D4V8RmbrxGw=="],

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@ -956,12 +965,16 @@

    "diff": ["diff@8.0.3", "", {}, "sha512-qejHi7bcSD4hQAZE0tNAawRK1ZtafHDmMTMkrrIGgSLl7hTnQHmKCeB45xAcbfTqK2zowkM3j3bHt/4b/ARbYQ=="],

+    "dingbat-to-unicode": ["dingbat-to-unicode@1.0.1", "", {}, "sha512-98l0sW87ZT58pU4i61wa2OHwxbiYSbuxsCBozaVnYX2iCnr3bLM3fIes1/ej7h1YdOKuKt/MLs706TVnALA65w=="],
+
    "dom-helpers": ["dom-helpers@5.2.1", "", { "dependencies": { "@babel/runtime": "^7.8.7", "csstype": "^3.0.2" } }, "sha512-nRCa7CK3VTrM2NmGkIy4cbK7IZlgBE/PYMn55rrXefr5xXDP0LdtfPnblFDoVdcAfslJ7or6iqAUnx0CCGIWQA=="],

    "dompurify": ["dompurify@3.3.1", "", { "optionalDependencies": { "@types/trusted-types": "^2.0.7" } }, "sha512-qkdCKzLNtrgPFP1Vo+98FRzJnBRGe4ffyCea9IwHB1fyxPOeNTHpLKYGd4Uk9xvNoH0ZoOjwZxNptyMwqrId1Q=="],

    "dotenv": ["dotenv@17.2.3", "", {}, "sha512-JVUnt+DUIzu87TABbhPmNfVdBDt18BLOWjMUFJMSi/Qqg7NTYtabbvSNJGOJ7afbRuv9D/lngizHtP7QyLQ+9w=="],

+    "duck": ["duck@0.1.12", "", { "dependencies": { "underscore": "^1.13.1" } }, "sha512-wkctla1O6VfP89gQ+J/yDesM0S7B7XLXjKGzXxMDVFg7uEn706niAtyYovKbyq1oT9YwDcly721/iUWoc8MVRg=="],
+
    "dunder-proto": ["dunder-proto@1.0.1", "", { "dependencies": { "call-bind-apply-helpers": "^1.0.1", "es-errors": "^1.3.0", "gopd": "^1.2.0" } }, "sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A=="],

    "eciesjs": ["eciesjs@0.4.16", "", { "dependencies": { "@ecies/ciphers": "^0.2.4", "@noble/ciphers": "^1.3.0", "@noble/curves": "^1.9.7", "@noble/hashes": "^1.8.0" } }, "sha512-dS5cbA9rA2VR4Ybuvhg6jvdmp46ubLn3E+px8cG/35aEDNclrqoCjg6mt0HYZ/M+OoESS3jSkCrqk1kWAEhWAw=="],
@ -1170,6 +1183,8 @@

    "ignore": ["ignore@5.3.2", "", {}, "sha512-hsBTNUqQTDwkWtcdYI2i06Y/nUBEsNEDJKjWdigLvegy8kDuJAS8uRlpkkcQpyEXL0Z/pjDy5HBmMjRCJ2gq+g=="],

+    "immediate": ["immediate@3.0.6", "", {}, "sha512-XXOFtyqDjNDAQxVfYxuF7g9Il/IbWmmlQg2MYKOH8ExIT1qg6xc4zyS3HaEEATgs1btfzxq15ciUiY7gjSXRGQ=="],
+
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@ -1224,6 +1239,8 @@

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+    "isarray": ["isarray@1.0.0", "", {}, "sha512-VLghIWNM6ELQzo7zwmcg0NmTVyWKYjvIeM83yjp0wRDTmUnrM678fQbcKBo6n2CJEF0szoG//ytg+TKla89ALQ=="],
+
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@ -1252,6 +1269,8 @@

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+    "jszip": ["jszip@3.10.1", "", { "dependencies": { "lie": "~3.3.0", "pako": "~1.0.2", "readable-stream": "~2.3.6", "setimmediate": "^1.0.5" } }, "sha512-xXDvecyTpGLrqFrvkrUSoxxfJI5AH7U8zxxtVclpsUtMCq4JQ290LY8AW5c7Ggnr/Y/oK+bQMbqK2qmtk3pN4g=="],
+
    "katex": ["katex@0.16.28", "", { "dependencies": { "commander": "^8.3.0" }, "bin": { "katex": "cli.js" } }, "sha512-YHzO7721WbmAL6Ov1uzN/l5mY5WWWhJBSW+jq4tkfZfsxmo1hu6frS0EOswvjBUnWE6NtjEs48SFn5CQESRLZg=="],

    "keyv": ["keyv@4.5.4", "", { "dependencies": { "json-buffer": "3.0.1" } }, "sha512-oxVHkHR/EJf2CNXnWxRLW6mg7JyCCUcG0DtEGmL2ctUo1PNTin1PUil+r/+4r5MpVgC/fn1kjsx7mjSujKqIpw=="],
@ -1266,6 +1285,8 @@

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+    "lie": ["lie@3.3.0", "", { "dependencies": { "immediate": "~3.0.5" } }, "sha512-UaiMJzeWRlEujzAuw5LokY1L5ecNQYZKfmyZ9L7wDHb/p5etKaxXhohBcrw0EYby+G/NA52vRSN4N39dxHAIwQ=="],
+
    "lightningcss": ["lightningcss@1.30.2", "", { "dependencies": { "detect-libc": "^2.0.3" }, "optionalDependencies": { "lightningcss-android-arm64": "1.30.2", "lightningcss-darwin-arm64": "1.30.2", "lightningcss-darwin-x64": "1.30.2", "lightningcss-freebsd-x64": "1.30.2", "lightningcss-linux-arm-gnueabihf": "1.30.2", "lightningcss-linux-arm64-gnu": "1.30.2", "lightningcss-linux-arm64-musl": "1.30.2", "lightningcss-linux-x64-gnu": "1.30.2", "lightningcss-linux-x64-musl": "1.30.2", "lightningcss-win32-arm64-msvc": "1.30.2", "lightningcss-win32-x64-msvc": "1.30.2" } }, "sha512-utfs7Pr5uJyyvDETitgsaqSyjCb2qNRAtuqUeWIAKztsOYdcACf2KtARYXg2pSvhkt+9NfoaNY7fxjl6nuMjIQ=="],

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@ -1306,12 +1327,16 @@

    "loose-envify": ["loose-envify@1.4.0", "", { "dependencies": { "js-tokens": "^3.0.0 || ^4.0.0" }, "bin": { "loose-envify": "cli.js" } }, "sha512-lyuxPGr/Wfhrlem2CL/UcnUc1zcqKAImBDzukY7Y5F/yQiNdko6+fRLevlw1HgMySw7f611UIY408EtxRSoK3Q=="],

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+
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+    "mammoth": ["mammoth@1.11.0", "", { "dependencies": { "@xmldom/xmldom": "^0.8.6", "argparse": "~1.0.3", "base64-js": "^1.5.1", "bluebird": "~3.4.0", "dingbat-to-unicode": "^1.0.1", "jszip": "^3.7.1", "lop": "^0.4.2", "path-is-absolute": "^1.0.0", "underscore": "^1.13.1", "xmlbuilder": "^10.0.0" }, "bin": { "mammoth": "bin/mammoth" } }, "sha512-BcEqqY/BOwIcI1iR5tqyVlqc3KIaMRa4egSoK83YAVrBf6+yqdAAbtUcFDCWX8Zef8/fgNZ6rl4VUv+vVX8ddQ=="],
+
    "markdown-table": ["markdown-table@3.0.4", "", {}, "sha512-wiYz4+JrLyb/DqW2hkFJxP7Vd7JuTDm77fvbM8VfEQdmSMqcImWeeRbHwZjBjIFki/VaMK2BhFi7oUUZeM5bqw=="],

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@ -1486,6 +1511,8 @@

    "open": ["open@11.0.0", "", { "dependencies": { "default-browser": "^5.4.0", "define-lazy-prop": "^3.0.0", "is-in-ssh": "^1.0.0", "is-inside-container": "^1.0.0", "powershell-utils": "^0.1.0", "wsl-utils": "^0.3.0" } }, "sha512-smsWv2LzFjP03xmvFoJ331ss6h+jixfA4UUV/Bsiyuu4YJPfN+FIQGOIiv4w9/+MoHkfkJ22UIaQWRVFRfH6Vw=="],

+    "option": ["option@0.2.4", "", {}, "sha512-pkEqbDyl8ou5cpq+VsnQbe/WlEy5qS7xPzMS1U55OCG9KPvwFD46zDbxQIj3egJSFc3D+XhYOPUzz49zQAVy7A=="],
+
    "optionator": ["optionator@0.9.4", "", { "dependencies": { "deep-is": "^0.1.3", "fast-levenshtein": "^2.0.6", "levn": "^0.4.1", "prelude-ls": "^1.2.1", "type-check": "^0.4.0", "word-wrap": "^1.2.5" } }, "sha512-6IpQ7mKUxRcZNLIObR0hz7lxsapSSIYNZJwXPGeF0mTVqGKFIXj1DQcMoT22S3ROcLyY/rz0PWaWZ9ayWmad9g=="],

    "ora": ["ora@8.2.0", "", { "dependencies": { "chalk": "^5.3.0", "cli-cursor": "^5.0.0", "cli-spinners": "^2.9.2", "is-interactive": "^2.0.0", "is-unicode-supported": "^2.0.0", "log-symbols": "^6.0.0", "stdin-discarder": "^0.2.2", "string-width": "^7.2.0", "strip-ansi": "^7.1.0" } }, "sha512-weP+BZ8MVNnlCm8c0Qdc1WSWq4Qn7I+9CJGm7Qali6g44e/PUzbjNqJX5NJ9ljlNMosfJvg1fKEGILklK9cwnw=="],
@ -1498,6 +1525,8 @@

    "package-manager-detector": ["package-manager-detector@1.6.0", "", {}, "sha512-61A5ThoTiDG/C8s8UMZwSorAGwMJ0ERVGj2OjoW5pAalsNOg15+iQiPzrLJ4jhZ1HJzmC2PIHT2oEiH3R5fzNA=="],

+    "pako": ["pako@1.0.11", "", {}, "sha512-4hLB8Py4zZce5s4yd9XzopqwVv/yGNhV1Bl8NTmCq1763HeK2+EwVTv+leGeL13Dnh2wfbqowVPXCIO0z4taYw=="],
+
    "parent-module": ["parent-module@1.0.1", "", { "dependencies": { "callsites": "^3.0.0" } }, "sha512-GQ2EWRpQV8/o+Aw8YqtfZZPfNRWZYkbidE9k5rpl/hC3vtHHBfGm2Ifi6qWV+coDGkrUKZAxE3Lot5kcsRlh+g=="],

    "parse-entities": ["parse-entities@4.0.2", "", { "dependencies": { "@types/unist": "^2.0.0", "character-entities-legacy": "^3.0.0", "character-reference-invalid": "^2.0.0", "decode-named-character-reference": "^1.0.0", "is-alphanumerical": "^2.0.0", "is-decimal": "^2.0.0", "is-hexadecimal": "^2.0.0" } }, "sha512-GG2AQYWoLgL877gQIKeRPGO1xF9+eG1ujIb5soS5gPvLQ1y2o8FL90w2QWNdf9I361Mpp7726c+lj3U0qK1uGw=="],
@ -1516,6 +1545,8 @@

    "path-exists": ["path-exists@4.0.0", "", {}, "sha512-ak9Qy5Q7jYb2Wwcey5Fpvg2KoAc/ZIhLSLOSBmRmygPsGwkVVt0fZa0qrtMz+m6tJTAHfZQ8FnmB4MG4LWy7/w=="],

+    "path-is-absolute": ["path-is-absolute@1.0.1", "", {}, "sha512-AVbw3UJ2e9bq64vSaS9Am0fje1Pa8pbGqTTsmXfaIiMpnr5DlDhfJOuLj9Sf95ZPVDAUerDfEk88MPmPe7UCQg=="],
+
    "path-key": ["path-key@3.1.1", "", {}, "sha512-ojmeN0qd+y0jszEtoY48r0Peq5dwMEkIlCOu6Q5f41lfkswXuKtYrhgoTpLnyIcHm24Uhqx+5Tqm2InSwLhE6Q=="],

    "path-to-regexp": ["path-to-regexp@6.3.0", "", {}, "sha512-Yhpw4T9C6hPpgPeA28us07OJeqZ5EzQTkbfwuhsUg0c237RomFoETJgmp2sa3F/41gfLE6G5cqcYwznmeEeOlQ=="],
@ -1544,6 +1575,8 @@

    "pretty-ms": ["pretty-ms@9.3.0", "", { "dependencies": { "parse-ms": "^4.0.0" } }, "sha512-gjVS5hOP+M3wMm5nmNOucbIrqudzs9v/57bWRHQWLYklXqoXKrVfYW2W9+glfGsqtPgpiz5WwyEEB+ksXIx3gQ=="],

+    "process-nextick-args": ["process-nextick-args@2.0.1", "", {}, "sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag=="],
+
    "prompts": ["prompts@2.4.2", "", { "dependencies": { "kleur": "^3.0.3", "sisteransi": "^1.0.5" } }, "sha512-NxNv/kLguCA7p3jE8oL2aEBsrJWgAakBpgmgK6lpPWV+WuOmY6r2/zbAVnP+T8bQlA0nzHXSJSJW0Hq7ylaD2Q=="],

    "prop-types": ["prop-types@15.8.1", "", { "dependencies": { "loose-envify": "^1.4.0", "object-assign": "^4.1.1", "react-is": "^16.13.1" } }, "sha512-oj87CgZICdulUohogVAR7AjlC0327U4el4L6eAvOqCeudMDVU0NThNaV+b9Df4dXgSP1gXMTnPdhfe/2qDH5cg=="],
@ -1590,6 +1623,8 @@

    "react-transition-group": ["react-transition-group@4.4.5", "", { "dependencies": { "@babel/runtime": "^7.5.5", "dom-helpers": "^5.0.1", "loose-envify": "^1.4.0", "prop-types": "^15.6.2" }, "peerDependencies": { "react": ">=16.6.0", "react-dom": ">=16.6.0" } }, "sha512-pZcd1MCJoiKiBR2NRxeCRg13uCXbydPnmB4EOeRrY7480qNWO8IIgQG6zlDkm6uRMsURXPuKq0GWtiM59a5Q6g=="],

+    "readable-stream": ["readable-stream@2.3.8", "", { "dependencies": { "core-util-is": "~1.0.0", "inherits": "~2.0.3", "isarray": "~1.0.0", "process-nextick-args": "~2.0.0", "safe-buffer": "~5.1.1", "string_decoder": "~1.1.1", "util-deprecate": "~1.0.1" } }, "sha512-8p0AUk4XODgIewSi0l8Epjs+EVnWiK7NoDIEGU0HhE7+ZyY8D1IMY7odu5lRrFXGg71L15KG8QrPmum45RTtdA=="],
+
    "recast": ["recast@0.23.11", "", { "dependencies": { "ast-types": "^0.16.1", "esprima": "~4.0.0", "source-map": "~0.6.1", "tiny-invariant": "^1.3.3", "tslib": "^2.0.1" } }, "sha512-YTUo+Flmw4ZXiWfQKGcwwc11KnoRAYgzAE2E7mXKCjSviTKShtxBsN6YUUBB2gtaBzKzeKunxhUwNHQuRryhWA=="],

    "recharts": ["recharts@2.15.4", "", { "dependencies": { "clsx": "^2.0.0", "eventemitter3": "^4.0.1", "lodash": "^4.17.21", "react-is": "^18.3.1", "react-smooth": "^4.0.4", "recharts-scale": "^0.4.4", "tiny-invariant": "^1.3.1", "victory-vendor": "^36.6.8" }, "peerDependencies": { "react": "^16.0.0 || ^17.0.0 || ^18.0.0 || ^19.0.0", "react-dom": "^16.0.0 || ^17.0.0 || ^18.0.0 || ^19.0.0" } }, "sha512-UT/q6fwS3c1dHbXv2uFgYJ9BMFHu3fwnd7AYZaEQhXuYQ4hgsxLvsUXzGdKeZrW5xopzDCvuA2N41WJ88I7zIw=="],
@ -1654,6 +1689,8 @@

    "rw": ["rw@1.3.3", "", {}, "sha512-PdhdWy89SiZogBLaw42zdeqtRJ//zFd2PgQavcICDUgJT5oW10QCRKbJ6bg4r0/UY2M6BWd5tkxuGFRvCkgfHQ=="],

+    "safe-buffer": ["safe-buffer@5.1.2", "", {}, "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g=="],
+
    "safer-buffer": ["safer-buffer@2.1.2", "", {}, "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg=="],

    "scheduler": ["scheduler@0.27.0", "", {}, "sha512-eNv+WrVbKu1f3vbYJT/xtiF5syA5HPIMtf9IgY/nKg0sWqzAUEvqY/xm7OcZc/qafLx/iO9FgOmeSAp4v5ti/Q=="],
@ -1670,6 +1707,8 @@

    "serve-static": ["serve-static@2.2.1", "", { "dependencies": { "encodeurl": "^2.0.0", "escape-html": "^1.0.3", "parseurl": "^1.3.3", "send": "^1.2.0" } }, "sha512-xRXBn0pPqQTVQiC8wyQrKs2MOlX24zQ0POGaj0kultvoOCstBQM5yvOhAVSUwOMjQtTvsPWoNCHfPGwaaQJhTw=="],

+    "setimmediate": ["setimmediate@1.0.5", "", {}, "sha512-MATJdZp8sLqDl/68LfQmbP8zKPLQNV6BIZoIgrscFDQ+RsvK/BxeDQOgyxKKoh0y/8h3BqVFnCqQ/gd+reiIXA=="],
+
    "setprototypeof": ["setprototypeof@1.2.0", "", {}, "sha512-E5LDX7Wrp85Kil5bhZv46j8jOeboKq5JMmYM3gVGdGH8xFpPWXUMsNrlODCrkoxMEeNi/XZIwuRvY4XNwYMJpw=="],

    "shadcn": ["shadcn@3.7.0", "", { "dependencies": { "@antfu/ni": "^25.0.0", "@babel/core": "^7.28.0", "@babel/parser": "^7.28.0", "@babel/plugin-transform-typescript": "^7.28.0", "@babel/preset-typescript": "^7.27.1", "@dotenvx/dotenvx": "^1.48.4", "@modelcontextprotocol/sdk": "^1.17.2", "@types/validate-npm-package-name": "^4.0.2", "browserslist": "^4.26.2", "commander": "^14.0.0", "cosmiconfig": "^9.0.0", "dedent": "^1.6.0", "deepmerge": "^4.3.1", "diff": "^8.0.2", "execa": "^9.6.0", "fast-glob": "^3.3.3", "fs-extra": "^11.3.1", "fuzzysort": "^3.1.0", "https-proxy-agent": "^7.0.6", "kleur": "^4.1.5", "msw": "^2.10.4", "node-fetch": "^3.3.2", "open": "^11.0.0", "ora": "^8.2.0", "postcss": "^8.5.6", "postcss-selector-parser": "^7.1.0", "prompts": "^2.4.2", "recast": "^0.23.11", "stringify-object": "^5.0.0", "ts-morph": "^26.0.0", "tsconfig-paths": "^4.2.0", "validate-npm-package-name": "^7.0.1", "zod": "^3.24.1", "zod-to-json-schema": "^3.24.6" }, "bin": { "shadcn": "dist/index.js" } }, "sha512-zOXNAIFclguSYmmoibyXyKiYA6qjEJtXDSvloAMziSREW9Q0R/dLqBUYdb81lOejmZkDYuZApGabbMLH7G8qvQ=="],
@ -1700,6 +1739,8 @@

    "space-separated-tokens": ["space-separated-tokens@2.0.2", "", {}, "sha512-PEGlAwrG8yXGXRjW32fGbg66JAlOAwbObuqVoJpv/mRgoWDQfgH1wDPvtzWyUSNAXBGSk8h755YDbbcEy3SH2Q=="],

+    "sprintf-js": ["sprintf-js@1.0.3", "", {}, "sha512-D9cPgkvLlV3t3IzL0D0YLvGA9Ahk4PcvVwUbN0dSGr1aP0Nrt4AEnTUbuGvquEC0mA64Gqt1fzirlRs5ibXx8g=="],
+
    "statuses": ["statuses@2.0.2", "", {}, "sha512-DvEy55V3DB7uknRo+4iOGT5fP1slR8wQohVdknigZPMpMstaKJQWhwiYBACJE3Ul2pTnATihhBYnRhZQHGBiRw=="],

    "stdin-discarder": ["stdin-discarder@0.2.2", "", {}, "sha512-UhDfHmA92YAlNnCfhmq0VeNL5bDbiZGg7sZ2IvPsXubGkiNa9EC+tUTsjBRsYUAz87btI6/1wf4XoVvQ3uRnmQ=="],
@ -1710,6 +1751,8 @@

    "string-width": ["string-width@4.2.3", "", { "dependencies": { "emoji-regex": "^8.0.0", "is-fullwidth-code-point": "^3.0.0", "strip-ansi": "^6.0.1" } }, "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g=="],

+    "string_decoder": ["string_decoder@1.1.1", "", { "dependencies": { "safe-buffer": "~5.1.0" } }, "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg=="],
+
    "stringify-entities": ["stringify-entities@4.0.4", "", { "dependencies": { "character-entities-html4": "^2.0.0", "character-entities-legacy": "^3.0.0" } }, "sha512-IwfBptatlO+QCJUo19AqvrPNqlVMpW9YEL2LIVY+Rpv2qsjCGxaDLNRgeGsQWJhfItebuJhsGSLjaBbNSQ+ieg=="],

    "stringify-object": ["stringify-object@5.0.0", "", { "dependencies": { "get-own-enumerable-keys": "^1.0.0", "is-obj": "^3.0.0", "is-regexp": "^3.1.0" } }, "sha512-zaJYxz2FtcMb4f+g60KsRNFOpVMUyuJgA51Zi5Z1DOTC3S59+OQiVOzE9GZt0x72uBGWKsQIuBKeF9iusmKFsg=="],
@ -1788,6 +1831,8 @@

    "ufo": ["ufo@1.6.3", "", {}, "sha512-yDJTmhydvl5lJzBmy/hyOAA0d+aqCBuwl818haVdYCRrWV84o7YyeVm4QlVHStqNrrJSTb6jKuFAVqAFsr+K3Q=="],

+    "underscore": ["underscore@1.13.7", "", {}, "sha512-GMXzWtsc57XAtguZgaQViUOzs0KTkk8ojr3/xAxXLITqf/3EMwxC0inyETfDFjH/Krbhuep0HNbbjI9i/q3F3g=="],
+
    "undici-types": ["undici-types@7.16.0", "", {}, "sha512-Zz+aZWSj8LE6zoxD+xrjh4VfkIG8Ya6LvYkZqtUQGJPZjYl53ypCaUwWqo7eI0x66KBGeRo+mlBEkMSeSZ38Nw=="],

    "unicorn-magic": ["unicorn-magic@0.3.0", "", {}, "sha512-+QBBXBCvifc56fsbuxZQ6Sic3wqqc3WWaqxs58gvJrcOuN83HGTCwz3oS5phzU9LthRNE9VrJCFCLUgHeeFnfA=="],
@ -1878,6 +1923,8 @@

    "wsl-utils": ["wsl-utils@0.3.1", "", { "dependencies": { "is-wsl": "^3.1.0", "powershell-utils": "^0.1.0" } }, "sha512-g/eziiSUNBSsdDJtCLB8bdYEUMj4jR7AGeUo96p/3dTafgjHhpF4RiCFPiRILwjQoDXx5MqkBr4fwWtR3Ky4Wg=="],

+    "xmlbuilder": ["xmlbuilder@10.1.1", "", {}, "sha512-OyzrcFLL/nb6fMGHbiRDuPup9ljBycsdCypwuyg5AAHvyWzGfChJpCXMG88AGTIMFhGZ9RccFN1e6lhg3hkwKg=="],
+
    "y18n": ["y18n@5.0.8", "", {}, "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA=="],

    "yallist": ["yallist@3.1.1", "", {}, "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g=="],
@ -2116,6 +2163,8 @@

    "fast-glob/glob-parent": ["glob-parent@5.1.2", "", { "dependencies": { "is-glob": "^4.0.1" } }, "sha512-AOIgSQCepiJYwP3ARnGx+5VnTu2HBYdzbGP45eLw1vr3zB3vZLeyed1sC9hnbcOc9/SrMyM5RPQrkGz4aS9Zow=="],

+    "js-yaml/argparse": ["argparse@2.0.1", "", {}, "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q=="],
+
    "log-symbols/chalk": ["chalk@5.6.2", "", {}, "sha512-7NzBL0rN6fMUW+f7A6Io4h40qQlG+xGmtMxfbnH/K7TAtt8JQWVQK+6g0UXKMeVJoyV5EkkNsErQ8pVD3bLHbA=="],

    "log-symbols/is-unicode-supported": ["is-unicode-supported@1.3.0", "", {}, "sha512-43r2mRvz+8JRIKnWJ+3j8JtjRKZ6GmjzfaE/qiBJnikNnYv/6bagRJ1kUhNk8R5EX/GkobD+r+sfxCPJsiKBLQ=="],
--- a/studio/frontend/package.json
+++ b/studio/frontend/package.json
@ -43,6 +43,7 @@
    "framer-motion": "^11.15.0",
    "katex": "^0.16.22",
    "lucide-react": "^0.563.0",
+    "mammoth": "^1.11.0",
    "motion": "^12.29.2",
    "next-themes": "^0.4.6",
    "radix-ui": "^1.4.3",
--- a/studio/frontend/src/features/chat/runtime-provider.tsx
+++ b/studio/frontend/src/features/chat/runtime-provider.tsx
@ -22,6 +22,7 @@ import {
 } from "@assistant-ui/react";
 import { createAssistantStream } from "assistant-stream";
 import { type ReactElement, type ReactNode, useEffect, useMemo } from "react";
+import mammoth from "mammoth";
 import { extractText, getDocumentProxy } from "unpdf";
 import { createStreamAdapter } from "./adapter";
 import { db } from "./db";
@ -58,6 +59,39 @@ class PDFAttachmentAdapter implements AttachmentAdapter {
  async remove(): Promise<void> {}
 }

+class DocxAttachmentAdapter implements AttachmentAdapter {
+  accept =
+    "application/vnd.openxmlformats-officedocument.wordprocessingml.document";
+
+  async add({ file }: { file: File }): Promise<PendingAttachment> {
+    return {
+      id: crypto.randomUUID(),
+      type: "document",
+      name: file.name,
+      contentType: file.type,
+      file,
+      status: { type: "requires-action", reason: "composer-send" },
+    };
+  }
+
+  async send(attachment: PendingAttachment): Promise<CompleteAttachment> {
+    const arrayBuffer = await attachment.file.arrayBuffer();
+    const { value } = await mammoth.extractRawText({ arrayBuffer });
+    return {
+      id: attachment.id,
+      type: "document",
+      name: attachment.name,
+      contentType: attachment.contentType,
+      content: [
+        { type: "text", text: `[DOCX: ${attachment.name}]\n${value}` },
+      ],
+      status: { type: "complete" },
+    };
+  }
+
+  async remove(): Promise<void> {}
+}
+
 function toThreadMessage(m: MessageRecord): ThreadMessage {
  const base = {
    id: m.id,
@ -236,6 +270,7 @@ function ThreadHistoryProvider({
        new SimpleImageAttachmentAdapter(),
        new SimpleTextAttachmentAdapter(),
        new PDFAttachmentAdapter(),
+        new DocxAttachmentAdapter(),
      ]),
    [],
  );