Add DocuAsk skeleton (React + FastAPI full-stack scaffold)

Full-stack document Q&A skeleton with a health-check wired end to end
browser -> API. Includes FastAPI backend with pytest suite, Vite + React +
Tailwind frontend, Docker Compose orchestration, and project spec.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01WN4QRr6dTE2W7hQ2SDnLmY

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2026 Sriyansh
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

PROJECT_SPEC.md

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+# DocuAsk — Full-Stack Document Q&A Web App
+
+## Purpose (read first)
+
+A customer-facing web app where a user uploads a PDF (or pastes text), asks
+questions in a chat box, and gets answers with the source passage shown. The
+retrieval backend is intentionally lightweight — the point of this project is
+the front-end product loop and user-facing data collection, not the RAG. Spend
+effort on the UI, error handling, and the feedback/telemetry layer.
+
+Target reviewer: general software-engineering apprenticeship (React front-end,
+REST API, CI/CD, deployed live URL, product metrics).
+
+## Stack (fixed — do not substitute)
+
+- **Frontend:** React + Vite + Tailwind CSS
+- **Backend:** FastAPI (Python)
+- **Retrieval:** BM25 + FAISS (keep minimal; a single in-memory index is fine)
+- **Persistence:** SQLite (question/answer/latency/feedback log)
+- **Tests:** pytest (backend)
+- **CI:** GitHub Actions running pytest on every push
+- **Deploy:** Docker Compose locally; frontend to Vercel/Netlify, backend to
+  Render/Railway
+
+## Repository setup (Session 0)
+
+Public GitHub repo named `docuask` under github.com/Sriyansh-28.
+
+- `git init`, add a Python + Node `.gitignore`, MIT license, `README.md`.
+- Structure:
+
+```
+docuask/
+  backend/        # FastAPI app, retrieval, db, tests
+  frontend/       # Vite React app
+  docker-compose.yml
+  .github/workflows/ci.yml
+  README.md
+  PROJECT_SPEC.md
+```
+
+- First commit: skeleton only. Push to the new remote before writing features.
+
+## Session 1 — Skeleton end to end
+
+Goal: browser shows data fetched from the API.
+
+- FastAPI app with `GET /health` returning `{"status":"ok"}`.
+- Vite React app with one page that calls `/health` and renders the status.
+- Docker Compose brings both up with one `docker compose up`.
+- CORS configured so frontend can call backend in dev.
+
+**Acceptance criteria**
+
+- [x] `docker compose up` starts both services with no errors.
+- [x] Opening the frontend URL shows "API status: ok" pulled live from the backend.
+- [x] Repo pushed; README has a one-line run instruction.
+
+## Session 2 — Upload & parse flow
+
+Goal: user uploads a PDF; backend extracts and chunks the text.
+
+- `POST /documents` accepts a PDF or raw text, extracts text (pypdf), splits
+  into chunks, builds/stores the index in memory keyed by a document id.
+- Frontend: drag-and-drop upload widget with loading and success states.
+- Handle failures visibly: encrypted PDF, non-PDF file, empty/huge file → clear
+  error message in the UI, no crash.
+
+**Acceptance criteria**
+
+- [ ] Uploading a normal PDF returns a document id and shows "ready" in the UI.
+- [ ] Uploading a broken/encrypted PDF shows a friendly error, backend logs it.
+- [ ] A pytest test covers the parse-failure path.
+
+## Session 3 — Retrieval + chat loop
+
+Goal: the core question→answer experience.
+
+- `POST /ask` takes `{document_id, question}`, runs BM25 + FAISS retrieval,
+  returns the answer text plus the top source passage.
+- Frontend: chat interface — question input, message history, each answer shows
+  the source passage underneath.
+- Show a loading indicator while `/ask` is in flight.
+
+**Acceptance criteria**
+
+- [ ] Asking a question about an uploaded doc returns a relevant passage.
+- [ ] The source passage is visibly shown under each answer.
+- [ ] Empty question or unknown document id is handled gracefully.
+
+## Session 4 — Data-collection & feedback layer (the score-lifting part)
+
+Goal: turn this into a web-enabled system for data collection with product
+metrics.
+
+- SQLite table
+  `interactions(id, document_id, question, answer, latency_ms, feedback, created_at)`.
+- Every `/ask` call logs the row with measured `latency_ms`.
+- 👍 / 👎 buttons on each answer → `POST /feedback` updates the row.
+- `GET /stats` returns: total questions, median latency, thumbs-up rate.
+- A small `/dashboard` page in the frontend reads `/stats` and shows 3 numbers +
+  a simple bar of questions-over-time.
+
+**Acceptance criteria**
+
+- [ ] Each question persists with its real latency.
+- [ ] Feedback buttons update the record and reflect in `/stats`.
+- [ ] Dashboard page renders the three metrics live from the DB.
+
+## Session 5 — Polish, test, deploy
+
+Goal: live URL + green CI + a README a recruiter can skim.
+
+- Backend pytest suite covers `/health`, upload success + failure, `/ask`,
+  `/feedback`.
+- `.github/workflows/ci.yml` runs pytest on every push; badge in README.
+- Deploy backend (Render/Railway) and frontend (Vercel/Netlify); wire the live
+  API URL.
+- README: one-paragraph description, screenshot/GIF of the chat + dashboard,
+  live demo link, run instructions, tech stack.
+
+**Acceptance criteria**
+
+- [ ] CI badge is green on the default branch.
+- [ ] Live demo URL works end to end (upload → ask → feedback → dashboard).
+- [ ] README has a screenshot and the live link.
+
+## Guardrails
+
+- Keep retrieval simple; do not over-engineer the RAG. If a session is running
+  long, cut retrieval sophistication, never the front-end or telemetry.
+- Only report metrics you actually measured. No invented user counts.

README.md

@@ -1,2 +1,83 @@
-# docuask
-DocuAsk — full-stack document Q&A web app (React + FastAPI). Upload a PDF or paste text, ask questions, get answers with source passages, and a live feedback/telemetry dashboard.
+# DocuAsk
+
+[![CI](https://github.com/Sriyansh-28/docuask/actions/workflows/ci.yml/badge.svg)](https://github.com/Sriyansh-28/docuask/actions/workflows/ci.yml)
+
+A full-stack **document Q&A web app**: upload a PDF (or paste text), ask
+questions in a chat box, and get answers with the **source passage** shown —
+plus a live feedback/telemetry dashboard.
+
+> **Status:** Session 1 skeleton — the browser fetches live data from the API
+> end to end. Upload, retrieval/chat, and the metrics dashboard land in the
+> following sessions (see [`PROJECT_SPEC.md`](./PROJECT_SPEC.md)).
+
+## Run it (one command)
+
+```bash
+docker compose up --build
+```
+
+Then open **http://localhost:5173** — you should see **"API status: ok"**
+pulled live from the backend at http://localhost:8000/health.
+
+## Run without Docker (dev)
+
+**Backend**
+
+```bash
+cd backend
+pip install -r requirements.txt
+uvicorn app.main:app --reload   # http://localhost:8000
+```
+
+**Frontend**
+
+```bash
+cd frontend
+npm install
+npm run dev                     # http://localhost:5173
+```
+
+In dev the Vite server proxies `/api/*` to the backend, so no CORS setup is
+needed. In the Docker setup, nginx reverse-proxies `/api/` to the API service.
+
+## Tests
+
+```bash
+cd backend
+pytest
+```
+
+## Project structure
+
+```
+docuask/
+  backend/            # FastAPI app, tests
+    app/main.py       # GET /health + CORS
+    tests/            # pytest suite
+  frontend/           # Vite + React + Tailwind
+    src/App.jsx       # calls /health and renders the status
+  docker-compose.yml  # brings both services up
+  .github/workflows/  # CI: pytest on every push
+```
+
+## Tech stack
+
+- **Frontend:** React + Vite + Tailwind CSS
+- **Backend:** FastAPI (Python)
+- **Tests:** pytest
+- **CI:** GitHub Actions (pytest on every push)
+- **Local orchestration:** Docker Compose
+
+## Roadmap
+
+See [`PROJECT_SPEC.md`](./PROJECT_SPEC.md) for the full plan:
+
+1. ✅ Skeleton end to end (health check wired browser → API)
+2. Upload & parse flow (PDF/text → chunked, indexed)
+3. Retrieval + chat loop (BM25 + FAISS, source passages)
+4. Data-collection & feedback layer (SQLite, 👍/👎, `/stats`, dashboard)
+5. Polish, tests, live deploy
+
+## License
+
+[MIT](./LICENSE)

backend/.dockerignore

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+__pycache__/
+*.pyc
+.pytest_cache/
+.venv/
+venv/
+*.db

backend/Dockerfile

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+FROM python:3.11-slim
+
+WORKDIR /app
+
+# Install dependencies first so they cache across code changes.
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+EXPOSE 8000
+
+# curl is used by the docker-compose healthcheck.
+RUN apt-get update \
+    && apt-get install -y --no-install-recommends curl \
+    && rm -rf /var/lib/apt/lists/*
+
+CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000"]

backend/app/__init__.py

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+"""DocuAsk backend package."""
+
+__version__ = "0.1.0"

backend/app/main.py

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+"""DocuAsk FastAPI application.
+
+Session 1 scope: a minimal, end-to-end skeleton. Exposes GET /health and
+configures CORS so the Vite dev frontend can call the API in development.
+Upload, retrieval, and telemetry endpoints are added in later sessions.
+"""
+
+import os
+
+from fastapi import FastAPI
+from fastapi.middleware.cors import CORSMiddleware
+
+from . import __version__
+
+# Comma-separated list of allowed origins. Defaults cover the Vite dev server
+# and a locally served production build. Override in deployment via env var.
+_DEFAULT_ORIGINS = "http://localhost:5173,http://127.0.0.1:5173,http://localhost:4173"
+ALLOWED_ORIGINS = [
+    origin.strip()
+    for origin in os.getenv("CORS_ORIGINS", _DEFAULT_ORIGINS).split(",")
+    if origin.strip()
+]
+
+app = FastAPI(
+    title="DocuAsk API",
+    version=__version__,
+    description="Backend for the DocuAsk document Q&A web app.",
+)
+
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=ALLOWED_ORIGINS,
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+
+@app.get("/health")
+def health() -> dict[str, str]:
+    """Liveness probe used by the frontend and Docker healthcheck."""
+    return {"status": "ok"}

backend/pytest.ini

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+[pytest]
+testpaths = tests
+addopts = -v

backend/requirements.txt

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+fastapi==0.115.6
+uvicorn[standard]==0.34.0
+httpx==0.28.1
+pytest==8.3.4

backend/tests/test_health.py

@@ -0,0 +1,13 @@
+"""Tests for the health endpoint (Session 1)."""
+
+from fastapi.testclient import TestClient
+
+from app.main import app
+
+client = TestClient(app)
+
+
+def test_health_returns_ok():
+    response = client.get("/health")
+    assert response.status_code == 200
+    assert response.json() == {"status": "ok"}

docker-compose.yml

@@ -0,0 +1,19 @@
+services:
+  api:
+    build:
+      context: ./backend
+    ports:
+      - "8000:8000"
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
+      interval: 30s
+      timeout: 5s
+      retries: 3
+
+  frontend:
+    build:
+      context: ./frontend
+    ports:
+      - "5173:80"
+    depends_on:
+      - api

frontend/.dockerignore

@@ -0,0 +1,3 @@
+node_modules
+dist
+.vite

frontend/Dockerfile

@@ -0,0 +1,14 @@
+# --- build stage ---
+FROM node:20-alpine AS build
+WORKDIR /app
+COPY package.json package-lock.json* ./
+RUN npm install
+COPY . .
+RUN npm run build
+
+# --- serve stage ---
+FROM nginx:1.27-alpine
+COPY nginx.conf /etc/nginx/conf.d/default.conf
+COPY --from=build /app/dist /usr/share/nginx/html
+EXPOSE 80
+CMD ["nginx", "-g", "daemon off;"]

frontend/index.html

@@ -0,0 +1,12 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>DocuAsk — Document Q&A</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.jsx"></script>
+  </body>
+</html>

frontend/nginx.conf

@@ -0,0 +1,20 @@
+server {
+    listen 80;
+    server_name _;
+
+    root /usr/share/nginx/html;
+    index index.html;
+
+    # Serve the SPA; fall back to index.html for client-side routes.
+    location / {
+        try_files $uri $uri/ /index.html;
+    }
+
+    # Reverse-proxy API calls to the backend service so the browser only ever
+    # talks to one origin (no CORS needed in the containerized setup).
+    location /api/ {
+        proxy_pass http://api:8000/;
+        proxy_set_header Host $host;
+        proxy_set_header X-Real-IP $remote_addr;
+    }
+}

frontend/package-lock.json

@@ -0,0 +1,2728 @@
+{
+  "name": "docuask-frontend",
+  "version": "0.1.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "docuask-frontend",
+      "version": "0.1.0",
+      "dependencies": {
+        "react": "^18.3.1",
+        "react-dom": "^18.3.1"
+      },
+      "devDependencies": {
+        "@vitejs/plugin-react": "^4.3.4",
+        "autoprefixer": "^10.4.20",
+        "postcss": "^8.4.49",
+        "tailwindcss": "^3.4.17",
+        "vite": "^6.0.7"
+      }
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+      },
+      "peerDependencies": {
+        "browserslist": ">= 4.21.0"
+      }
+    },
+    "node_modules/util-deprecate": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
+      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/vite": {
+      "version": "6.4.3",
+      "resolved": "https://registry.npmjs.org/vite/-/vite-6.4.3.tgz",
+      "integrity": "sha512-NTKlcQjlAK7MlQoyb6LgaqHc8sso/pVyUJYWMws3jg21uTJw/LddqIFPcPqP6PzpgbIcZyKI85sFE4HBrQDA8A==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "esbuild": "^0.25.0",
+        "fdir": "^6.4.4",
+        "picomatch": "^4.0.2",
+        "postcss": "^8.5.3",
+        "rollup": "^4.34.9",
+        "tinyglobby": "^0.2.13"
+      },
+      "bin": {
+        "vite": "bin/vite.js"
+      },
+      "engines": {
+        "node": "^18.0.0 || ^20.0.0 || >=22.0.0"
+      },
+      "funding": {
+        "url": "https://github.com/vitejs/vite?sponsor=1"
+      },
+      "optionalDependencies": {
+        "fsevents": "~2.3.3"
+      },
+      "peerDependencies": {
+        "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0",
+        "jiti": ">=1.21.0",
+        "less": "*",
+        "lightningcss": "^1.21.0",
+        "sass": "*",
+        "sass-embedded": "*",
+        "stylus": "*",
+        "sugarss": "*",
+        "terser": "^5.16.0",
+        "tsx": "^4.8.1",
+        "yaml": "^2.4.2"
+      },
+      "peerDependenciesMeta": {
+        "@types/node": {
+          "optional": true
+        },
+        "jiti": {
+          "optional": true
+        },
+        "less": {
+          "optional": true
+        },
+        "lightningcss": {
+          "optional": true
+        },
+        "sass": {
+          "optional": true
+        },
+        "sass-embedded": {
+          "optional": true
+        },
+        "stylus": {
+          "optional": true
+        },
+        "sugarss": {
+          "optional": true
+        },
+        "terser": {
+          "optional": true
+        },
+        "tsx": {
+          "optional": true
+        },
+        "yaml": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/vite/node_modules/fdir": {
+      "version": "6.5.0",
+      "resolved": "https://registry.npmjs.org/fdir/-/fdir-6.5.0.tgz",
+      "integrity": "sha512-tIbYtZbucOs0BRGqPJkshJUYdL+SDH7dVM8gjy+ERp3WAUjLEFJE+02kanyHtwjWOnwrKYBiwAmM0p4kLJAnXg==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=12.0.0"
+      },
+      "peerDependencies": {
+        "picomatch": "^3 || ^4"
+      },
+      "peerDependenciesMeta": {
+        "picomatch": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/vite/node_modules/picomatch": {
+      "version": "4.0.5",
+      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-4.0.5.tgz",
+      "integrity": "sha512-RvwwcruNjI1ncT5xRakeyS9Lf8lcItv34KD+aif+VH9kduAyfYBipGh12274xtenIPZ119/R9BdTBa8gAwSh0A==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/jonschlinkert"
+      }
+    },
+    "node_modules/yallist": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
+      "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
+      "dev": true,
+      "license": "ISC"
+    }
+  }
+}

frontend/package.json

@@ -0,0 +1,22 @@
+{
+  "name": "docuask-frontend",
+  "private": true,
+  "version": "0.1.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite --host",
+    "build": "vite build",
+    "preview": "vite preview --host"
+  },
+  "dependencies": {
+    "react": "^18.3.1",
+    "react-dom": "^18.3.1"
+  },
+  "devDependencies": {
+    "@vitejs/plugin-react": "^4.3.4",
+    "autoprefixer": "^10.4.20",
+    "postcss": "^8.4.49",
+    "tailwindcss": "^3.4.17",
+    "vite": "^6.0.7"
+  }
+}

frontend/postcss.config.js

@@ -0,0 +1,6 @@
+export default {
+  plugins: {
+    tailwindcss: {},
+    autoprefixer: {},
+  },
+};

frontend/src/App.jsx

@@ -0,0 +1,74 @@
+import { useEffect, useState } from "react";
+
+// In dev, requests go to "/api/*" and Vite proxies them to the backend.
+// In production, set VITE_API_URL to the deployed backend origin.
+const API_BASE = import.meta.env.VITE_API_URL || "/api";
+
+export default function App() {
+  const [status, setStatus] = useState("loading");
+  const [error, setError] = useState(null);
+
+  useEffect(() => {
+    let cancelled = false;
+
+    async function checkHealth() {
+      try {
+        const res = await fetch(`${API_BASE}/health`);
+        if (!res.ok) throw new Error(`HTTP ${res.status}`);
+        const data = await res.json();
+        if (!cancelled) {
+          setStatus(data.status);
+          setError(null);
+        }
+      } catch (err) {
+        if (!cancelled) {
+          setStatus("unreachable");
+          setError(err.message);
+        }
+      }
+    }
+
+    checkHealth();
+    return () => {
+      cancelled = true;
+    };
+  }, []);
+
+  const ok = status === "ok";
+
+  return (
+    <div className="min-h-screen bg-slate-50 text-slate-800 flex items-center justify-center p-6">
+      <div className="w-full max-w-md rounded-2xl bg-white shadow-lg ring-1 ring-slate-200 p-8">
+        <h1 className="text-2xl font-bold tracking-tight">DocuAsk</h1>
+        <p className="mt-1 text-sm text-slate-500">
+          Full-stack document Q&amp;A — skeleton
+        </p>
+
+        <div className="mt-6 flex items-center gap-3 rounded-lg bg-slate-50 px-4 py-3 ring-1 ring-slate-200">
+          <span
+            className={`inline-block h-3 w-3 rounded-full ${
+              status === "loading"
+                ? "bg-amber-400 animate-pulse"
+                : ok
+                ? "bg-emerald-500"
+                : "bg-red-500"
+            }`}
+            aria-hidden="true"
+          />
+          <span className="font-medium">
+            API status:{" "}
+            <span className={ok ? "text-emerald-600" : "text-slate-700"}>
+              {status}
+            </span>
+          </span>
+        </div>
+
+        {error && (
+          <p className="mt-3 text-sm text-red-600">
+            Could not reach the backend ({error}). Is it running?
+          </p>
+        )}
+      </div>
+    </div>
+  );
+}

frontend/src/index.css

@@ -0,0 +1,3 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;

frontend/src/main.jsx

@@ -0,0 +1,10 @@
+import React from "react";
+import ReactDOM from "react-dom/client";
+import App from "./App.jsx";
+import "./index.css";
+
+ReactDOM.createRoot(document.getElementById("root")).render(
+  <React.StrictMode>
+    <App />
+  </React.StrictMode>
+);

frontend/tailwind.config.js

@@ -0,0 +1,8 @@
+/** @type {import('tailwindcss').Config} */
+export default {
+  content: ["./index.html", "./src/**/*.{js,jsx,ts,tsx}"],
+  theme: {
+    extend: {},
+  },
+  plugins: [],
+};

frontend/vite.config.js

@@ -0,0 +1,19 @@
+import { defineConfig } from "vite";
+import react from "@vitejs/plugin-react";
+
+// The backend base URL is injected at build time via VITE_API_URL.
+// In dev, requests to /api are proxied to the FastAPI server so the browser
+// never hits a cross-origin URL locally.
+export default defineConfig({
+  plugins: [react()],
+  server: {
+    port: 5173,
+    proxy: {
+      "/api": {
+        target: process.env.VITE_API_URL || "http://localhost:8000",
+        changeOrigin: true,
+        rewrite: (path) => path.replace(/^\/api/, ""),
+      },
+    },
+  },
+});