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ingredients.map((i: string) => i.toLowerCase().trim()).filter(Boolean)\n : await extractIngredients(description.trim());\n\n const meal = await createMeal(description.trim(), finalIngredients);\n return c.json(meal, 201);\n});\n\n// Extract ingredients from text (preview before saving)\napp.post(\"/api/extract-ingredients\", async (c) => {\n const body = await c.req.json();\n const { description } = body;\n if (!description?.trim()) {\n return c.json({ error: \"Description is required\" }, 400);\n }\n const ingredients = await extractIngredients(description.trim());\n return c.json({ ingredients });\n});\n\n// Get all symptoms\napp.get(\"/api/symptoms\", async (c) => {\n await ensureDB();\n const symptoms = await getSymptoms();\n return c.json(symptoms);\n});\n\n// Log a symptom\napp.post(\"/api/symptoms\", async (c) => {\n await ensureDB();\n const body = await c.req.json();\n const { meal_id, bloating, gas, pain, bowel_movement, notes } = body;\n\n const symptom = await createSymptom({\n meal_id: meal_id ?? 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Click **Remix** to get your own copy.\n\n## Picking a starter\n\n| Starter | When to pick it |\n| --- | --- |\n| [`basic-html-starter`](https://www.val.town/x/templates/basic-html-starter) | Static HTML pages. Sprinkle of vanilla JS. No server-side rendering. |\n| [`hono-jsx-starter`](https://www.val.town/x/templates/hono-jsx-starter) | Dynamic server-rendered HTML with JSX. API routes. No React, no SPA. |\n| **[`react-hono-starter`](https://www.val.town/x/templates/react-hono-starter)** *(you're here)* | Client-side React SPA with a Hono API backend. |\n\n**Want to build UI?** Start writing React components in\n[`frontend/components/`](/frontend/components/). Import them into `App.tsx` and\nyou're good to go. Styling is [Twind](https://twind.style/) — just use Tailwind\nutility classes, zero config.\n\n**Want to add an API?** Add routes in [`index.ts`](/index.ts) (there's a\ncommented-out example). Fetch them from your React components.\n\n## Architecture\n\n```mermaid\ngraph LR\n Browser -->|\"GET /\"| Hono[\"index.ts
(Hono server)\"]\n Hono -->|serves| HTML[\"index.html\"]\n HTML -->|loads| Entry[\"index.tsx\"]\n Entry -->|renders| App[\"App.tsx\"]\n App -->|renders| Counter[\"Counter.tsx\"]\n```\n\n## File structure\n\n```\nindex.ts ← Hono backend (serves frontend + API routes)\nfrontend/\n index.html ← HTML shell (loads Twind + React)\n index.tsx ← React entrypoint (mounts )\n favicon.svg ← App icon\n components/\n App.tsx ← Root component (layout + view source link)\n Counter.tsx ← Example component with state\n```\n\n## How it works\n\n1. **`index.ts`** is the HTTP entrypoint — a Hono server that serves the\n frontend and any API routes you add.\n2. **`frontend/index.html`** loads Twind and the React entrypoint.\n3. **`frontend/index.tsx`** mounts the React app.\n4. **`frontend/components/App.tsx`** is the root layout — add new components\n alongside it.\n5. **`frontend/components/Counter.tsx`** is an example stateful component —\n replace it with your own!\n\n## Next steps\n\n- Add API routes in `index.ts`\n- Add new components in `frontend/components/`\n- Add a SQLite database — see the\n [React Hono Example](https://www.val.town/x/stevekrouse/reactHonoExample) for\n a full-stack example with database, queries, and shared 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{ sqlite } from \"https://esm.town/v/std/sqlite/main.ts\";\n\nexport type Meal = {\n id: number;\n description: string;\n ingredients: string[];\n created_at: string;\n};\n\nexport type Symptom = {\n id: number;\n meal_id: number | null;\n created_at: string;\n bloating: number;\n gas: number;\n pain: number;\n bowel_movement: string;\n notes: string;\n};\n\nexport type MealWithSymptoms = Meal & {\n symptoms: Symptom[];\n};\n\nexport type IngredientAnalysis = {\n ingredient: string;\n meal_count: number;\n symptom_count: number;\n avg_severity: number;\n overall_avg_severity: number;\n delta: number;\n};\n\nconst SYMPTOM_WINDOW_HOURS = 24;\n\nexport async function initDB() {\n await sqlite.batch([\n {\n sql: `CREATE TABLE IF NOT EXISTS meals (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n description TEXT NOT NULL,\n ingredients TEXT NOT NULL DEFAULT '[]',\n created_at TEXT NOT NULL DEFAULT (datetime('now'))\n )`,\n },\n {\n sql: `CREATE TABLE IF NOT EXISTS symptoms (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n meal_id INTEGER,\n created_at TEXT NOT NULL DEFAULT (datetime('now')),\n bloating INTEGER DEFAULT 0,\n gas INTEGER DEFAULT 0,\n pain INTEGER DEFAULT 0,\n bowel_movement TEXT DEFAULT 'none',\n notes TEXT DEFAULT '',\n FOREIGN KEY (meal_id) REFERENCES meals(id)\n )`,\n },\n ]);\n}\n\nexport async function createMeal(\n description: string,\n ingredients: string[],\n): Promise {\n await sqlite.execute({\n sql: \"INSERT INTO meals (description, ingredients) VALUES (?, ?)\",\n args: [description, JSON.stringify(ingredients)],\n });\n const result = await sqlite.execute(\n \"SELECT * FROM meals ORDER BY id DESC LIMIT 1\",\n );\n const row = result.rows[0] as unknown as Meal;\n return {\n ...row,\n ingredients: JSON.parse(row.ingredients as unknown as string),\n };\n}\n\nexport async function getMeals(limit = 50): Promise {\n const result = await sqlite.execute({\n sql: \"SELECT * FROM meals ORDER BY created_at DESC LIMIT ?\",\n args: [limit],\n });\n return result.rows.map((row) => ({\n ...(row as unknown as Meal),\n ingredients: JSON.parse((row as unknown as Meal).ingredients as unknown as string),\n }));\n}\n\nexport async function createSymptom(\n data: Omit,\n): Promise {\n await sqlite.execute({\n sql: `INSERT INTO symptoms (meal_id, bloating, gas, pain, bowel_movement, notes)\n VALUES (?, ?, ?, ?, ?, ?)`,\n args: [\n data.meal_id,\n data.bloating,\n data.gas,\n data.pain,\n data.bowel_movement,\n data.notes,\n ],\n });\n const result = await sqlite.execute(\n \"SELECT * FROM symptoms ORDER BY id DESC LIMIT 1\",\n );\n return result.rows[0] as unknown as Symptom;\n}\n\nexport async function getSymptoms(limit = 50): Promise {\n const result = await sqlite.execute({\n sql: \"SELECT * FROM symptoms ORDER BY created_at DESC LIMIT ?\",\n args: [limit],\n });\n return result.rows as unknown as Symptom[];\n}\n\nexport async function getMealsWithSymptoms(\n limit = 50,\n): Promise {\n const meals = await getMeals(limit);\n const allSymptoms = await sqlite.execute(\n \"SELECT * FROM symptoms ORDER BY created_at DESC\",\n );\n const symptoms = allSymptoms.rows as unknown as Symptom[];\n\n return meals.map((meal) => {\n const mealTime = new Date(meal.created_at + \"Z\").getTime();\n const windowMs = SYMPTOM_WINDOW_HOURS * 60 * 60 * 1000;\n const linked = symptoms.filter((s) => {\n if (s.meal_id === meal.id) return true;\n // Also match symptoms within the time window that aren't linked to another meal\n if (s.meal_id === null) {\n const symTime = new Date(s.created_at + \"Z\").getTime();\n return symTime >= mealTime && symTime <= mealTime + windowMs;\n }\n return false;\n });\n return { ...meal, symptoms: linked };\n });\n}\n\nfunction severityScore(s: Symptom): number {\n const bmPenalty = {\n none: 0,\n normal: 0,\n loose: 2,\n hard: 1,\n urgent: 3,\n };\n return s.bloating + s.gas + s.pain + (bmPenalty[s.bowel_movement] ?? 0);\n}\n\nexport async function getAnalysis(): Promise<{\n ingredients: IngredientAnalysis[];\n total_meals: number;\n total_symptoms: number;\n}> {\n const mealsWithSymptoms = await getMealsWithSymptoms(200);\n\n // Build per-ingredient stats\n const stats: Record<\n string,\n { meal_count: number; total_severity: number; symptom_count: number }\n > = {};\n\n let overallTotalSeverity = 0;\n let overallSymptomCount = 0;\n\n for (const meal of mealsWithSymptoms) {\n for (const ingredient of meal.ingredients) {\n const key = ingredient.toLowerCase().trim();\n if (!key) continue;\n if (!stats[key]) {\n stats[key] = { meal_count: 0, total_severity: 0, symptom_count: 0 };\n }\n stats[key].meal_count++;\n\n for (const s of meal.symptoms) {\n const score = severityScore(s);\n stats[key].total_severity += score;\n stats[key].symptom_count++;\n overallTotalSeverity += score;\n overallSymptomCount++;\n }\n }\n }\n\n const overallAvg =\n overallSymptomCount > 0\n ? overallTotalSeverity / overallSymptomCount\n : 0;\n\n const ingredients: IngredientAnalysis[] = Object.entries(stats)\n .map(([ingredient, s]) => ({\n ingredient,\n meal_count: s.meal_count,\n symptom_count: s.symptom_count,\n avg_severity: s.symptom_count > 0\n ? s.total_severity / s.symptom_count\n : 0,\n overall_avg_severity: overallAvg,\n delta: s.symptom_count > 0\n ? (s.total_severity / s.symptom_count) - overallAvg\n : 0,\n }))\n .filter((i) => i.meal_count >= 2) // need at least 2 meals for meaningful data\n .sort((a, b) => Math.abs(b.delta) - Math.abs(a.delta));\n\n return {\n ingredients,\n total_meals: mealsWithSymptoms.length,\n total_symptoms: overallSymptomCount,\n };\n}\n",[],[171,212],"57410bf6-8f01-40ea-b071-be1ca56c9ec5","ai.ts","67a34e98-796f-11f1-95b9-1607ee4eb77e",3,["D",1783365481219],"import { OpenAI } from \"https://esm.town/v/std/openai\";\n\n/**\n * Uses AI to extract a list of ingredients from a meal description.\n * Falls back to simple parsing if the AI call fails.\n */\nexport async function extractIngredients(description: string): Promise {\n const openai = new OpenAI();\n\n const completion = await openai.chat.completions.create({\n model: \"gpt-4o-mini\",\n max_completion_tokens: 500,\n messages: [\n {\n role: \"system\",\n content: `You are a nutrition assistant. Given a meal description, extract a list of individual food ingredients.\nReturn ONLY a JSON array of strings, each being a single ingredient in lowercase.\nBe specific (e.g. \"garlic\", \"onion\", \"wheat flour\", \"cow's milk\", \"black pepper\").\nInclude spices, sauces, and cooking oils if mentioned or strongly implied.\nDo not include generic terms like \"food\" or \"meal\".\nExample input: \"pasta with tomato sauce and garlic bread\"\nExample output: [\"wheat flour pasta\", \"tomato\", \"garlic\", \"wheat flour bread\", \"olive oil\"]`,\n },\n {\n role: \"user\",\n content: description,\n },\n ],\n });\n\n const content = completion.choices[0]?.message?.content?.trim() ?? \"[]\";\n\n // Strip markdown code fences if present\n const cleaned = content.replace(/^```(?:json)?\\s*/i, \"\").replace(/\\s*```$/i, \"\");\n\n try {\n const parsed = JSON.parse(cleaned);\n if (Array.isArray(parsed)) {\n return parsed\n .filter((x) => typeof x === \"string\")\n .map((x) => x.toLowerCase().trim())\n .filter(Boolean);\n }\n } catch {\n // fall through to simple parse\n }\n\n // Fallback: simple comma/space splitting\n return description\n .split(/[,;]/)\n .map((s) => s.trim().toLowerCase())\n .filter(Boolean);\n}\n",[],[171,220],["D",1783365472652],[200,201],[171],"9010fb63-71b0-4c18-8054-f82928fb0dee","index.tsx","019f38dd-0b14-74df-87f3-e8f295bacecb",["D",1783365438135],"/** @jsxImportSource https://esm.sh/react@18.2.0 */\nimport { createRoot } from \"https://esm.sh/react-dom@18.2.0/client\";\nimport { App } from \"./components/App.tsx\";\n\nconst root = document.getElementById(\"root\");\nif (!root) {\n throw new Error(\"No root element found\");\n}\n\ncreateRoot(root).render();",[],[178,231],"d65fc7e6-6549-4c12-84d1-e25ce51df507","index.html","019f38dd-0b14-74df-87f3-e6c46abfaeb6",["D",1783365438135],"\n\n \n \n \n React Hono Val Town Starter\n \n \n \n \n

\n \n \n \n",[],[178,238],"40478ea2-81e2-4bb5-adff-1fb93ef3a69b","favicon.svg","019f38dd-0b14-74df-87f3-e2708bfa42e0",["D",1783365438135],"\n",[],[178,245],"4ec996c3-f137-4be0-871a-a9c0f5dfbb3a","Counter.tsx","019f38dd-0b14-74df-87f3-db30973f5c1b","019f38dd-0b14-74df-87f3-dec89a9b97e6",["D",1783365438135],"/** @jsxImportSource https://esm.sh/react@18.2.0 */\nimport { useState } from \"https://esm.sh/react@18.2.0\";\n\nexport function Counter() {\n const [count, setCount] = useState(0);\n return (\n

\n Clicked\n setCount((c) => c + 1)}\n class=\"bg-blue-500 hover:bg-blue-600 text-white font-medium px-4 py-2 rounded-lg transition-colors cursor-pointer\"\n >\n {count}\n \n times\n

\n );\n}\n",[],[178,259,252],"components","53760811-8c3a-4ae7-aa87-0e481e72ab04","App.tsx","019f38dd-0b13-778e-abae-dcb1dc5a7703",["D",1783365438135],"/** @jsxImportSource https://esm.sh/react@18.2.0 */\nimport { Counter } from \"./Counter.tsx\";\n\nexport function App() {\n return (\n

React + Hono Starter

\n \n

\n View source\n

\n );\n}\n",[],[178,259,261],"00384e56-ce05-4f2d-a399-667e9a5785ba",["D",1783365438135],[194,195],[178,259],["D",1783365438135],[193,196,197,198],[178],["D",1783365438135],["D",1789523429989],{"_110":109,"_117":113},{"_110":109,"_111":-5,"_112":113,"_19":62,"_114":115,"_116":31},{"_13":95,"_38":96,"_49":48,"_97":50,"_98":99,"_100":101,"_102":56,"_103":104,"_105":106,"_107":51,"_108":109},"ctx",{"_88":-5,"_139":312,"_313":314,"_315":316,"_317":31,"_318":31,"_319":31,"_320":65,"_321":-5,"_322":-7,"_323":-7,"_324":69,"_325":31,"_326":31,"_327":-5,"_328":31,"_329":31,"_330":31,"_331":-5},"ENV",{"_283":284,"_285":286,"_287":96,"_288":289,"_290":291,"_292":293,"_294":295,"_296":297,"_298":299,"_300":301,"_302":303,"_304":305,"_306":307,"_308":309,"_310":311},"REACT_APP_SENTRY_DSN","https://586020d86f05489db63a554690acf1e9@o1398359.ingest.sentry.io/6724499","RENDER_GIT_COMMIT","e87eb04e707cf64e7e532c8e8ec395f209e17f15","RENDER_GIT_BRANCH","POSTHOG_API_TOKEN","phc_nmoyuAkStEZuUp69rYlg1DZgrIt19Gx0Y4Hwf8tGgJP","POSTHOG_API_HOST","https://wart.val.town","WEB_API_TEMPLATE","https://{val}.web.val.run","APP_URL","https://www.val.town","MODULE_URL","https://esm.town","VANITY_WEB_API_TEMPLATE","https://{label}.val.run/","DENOLS_URL","https://lsp.val.town","NODE_ENV","production","CLOUDFLARE_TURNSTILE_SITE_KEY","0x4AAAAAACtaIZJH7s9rBMZ6","GOOGLE_CLIENT_ID","875989696899-jtsqkhlbdv5jrlsk8631p7ipjg3c6o62.apps.googleusercontent.com","STRIPE_PUBLISHABLE_KEY","pk_live_51N2zvWEpZTTLipIkVEwXrUG9AT0yeOOEYxszarZT1jpsZV58Ly6wlg3SltZpHN26CUalOBmUSY7adQRQiSkCZz2500qSXNkf8Y","API_URL","https://api.val.town",[],"preferencesKeybindings","default","preferencesTheme","light","preferencesFixers","preferencesCopilot","preferencesSelectionAi","preferencesCloseBrackets","preferencesChatPanelState","preferencesDprint","preferencesDenofmt","notificationCount","flagDenols","isBusinessOrgMember","businessOrgHandle","isBusinessOrgAdmin","isHigherTownieTier","navCollapsed","currentOrgId"]

Diff · v4