[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8,"_9":10},"actionData","errors","root",{"_207":208,"_209":210},"routes/_app.x.$handle.$name",{"_103":102,"_39":51,"_110":93,"_33":111,"_13":14,"_112":-5,"_11":113,"_114":115,"_116":117,"_118":119,"_120":121,"_26":-5,"_122":-5,"_123":-5,"_124":31,"_125":126,"_127":65,"_128":-5,"_129":-5,"_130":131},"routes/_app.x.$handle.$name.branch.$branch.version.$version.diff",{"_11":12,"_13":14,"_15":16,"_17":18,"_19":-5},"project",{"_49":50,"_39":51,"_44":52,"_53":-5,"_54":31,"_55":56,"_57":56,"_58":59,"_60":-5,"_19":61,"_62":63,"_64":65,"_66":-5,"_67":-5,"_68":69,"_70":71,"_72":-5,"_73":-5,"_74":-5,"_75":-5,"_76":77,"_78":77,"_79":80,"_81":80,"_82":80,"_83":77,"_84":77,"_85":86,"_87":88,"_89":90,"_91":31},"version",7,"changes",[25],"aiChatInfo",{"_20":21,"_22":-5,"_23":-5,"_24":-5},"userId","aiChatMessageId","4ce6de67-76f0-4d56-8e7a-071847caf010","aiChatThreadId","aiChatThreadUserId","aiChatThreadTitle",{"_26":27,"_28":29,"_30":31,"_32":31,"_33":34,"_35":36},"file",{"_37":38,"_39":34,"_40":26,"_41":43,"_44":45,"_46":14,"_47":48,"_30":31},"previous",{"_37":38,"_39":34,"_40":26,"_41":42},"deleted",false,"deletedHere","path","index.html","latestPath","frontend/index.html","fileId","8047ca72-5535-11f1-ad2c-ee650bb23af1","name","fileType","content","\n\n\n \n \n Bird Identifier 🐦\n \n \n 🐦\" />\n \n\n\n

\n \n\n\n","\n\n\n \n \n Bird Identifier 🐦\n \n 🐦\" />\n \n\n\n

\n \n\n\n","createdAt",["D",1779383176893],"branchVersion","branchId","3a0f6fd8-5535-11f1-a99b-ee650bb23af1","id","3a0ebcbe-5535-11f1-a99b-ee650bb23af1","bird-identifier",["D",1779382252086],"deletedAt","legacyEnvVars","privacy","public","httpPrivacy","description","Identify birds from photos/sounds and see migration info","imageUrl","5c5a0b7c-5221-42cd-b538-44db01292c62","pinnedFileId","7c88751c-5535-11f1-9608-ee650bb23af1","pinPreview",true,"pinMigrated","screenshotVersion","likeCount",0,"orgId","019e4b70-43f7-759e-85f8-67a6e85ed368","tursoName","tursoHostname","tursoMeasuredAt","pinned","userPerm","r","valPerm","blobPerm","rw","emailPerm","sqlitePerm","projectPerm","telemetryPerm","user",{"_103":102,"_109":-5},"org",{"_103":102,"_104":102,"_105":-5,"_19":-5,"_106":107,"_108":31},"branch",{"_13":92,"_39":93,"_49":48,"_94":50,"_95":-5,"_96":-5,"_97":-5,"_98":-5,"_99":-5,"_100":51,"_101":102},"isOwned",15,"main","projectId","forkedBranchId","forkedBranchVersion","forkedProjectPrivacy","forkedProjectId","forkedProjectOrgId","projectName","userHandle","TheCodingSpace","handle","displayName","avatar","tier","free","canRestrictVals","profileImageUrl","branchName","","adoptOrgId",{"_49":50,"_39":51,"_44":203,"_53":-5,"_54":31,"_55":56,"_57":56,"_58":59,"_60":-5,"_19":61,"_62":63,"_64":65,"_66":-5,"_67":-5,"_68":69,"_70":71,"_72":-5,"_73":-5,"_74":-5,"_75":-5,"_76":77,"_78":77,"_79":80,"_81":80,"_82":80,"_83":77,"_84":77,"_85":204,"_87":205,"_89":206,"_91":31},"tree",[182,183,184,185,186],"files",[182,183,184,185,186],"counts",{"_172":69,"_173":154,"_174":69,"_175":176,"_177":178},"contents",[132,133,134,135,136],"upstreamProject","upstreamBranch","emptyEnvVars","flags",[],"hasHttpFiles","grants","orgs","customDomains",{},{"_49":166,"_39":167,"_37":168,"_139":-5,"_47":48,"_46":149,"_141":65,"_44":169,"_13":69,"_40":156,"_41":170,"_30":31,"_145":-5,"_33":171},{"_49":159,"_39":160,"_37":161,"_139":-5,"_47":48,"_46":162,"_141":31,"_44":163,"_13":69,"_40":156,"_41":164,"_30":31,"_145":-5,"_33":165},{"_49":151,"_39":152,"_37":153,"_139":-5,"_47":48,"_46":154,"_141":65,"_44":155,"_13":69,"_40":156,"_41":157,"_30":31,"_145":-5,"_33":158},{"_49":147,"_39":34,"_37":38,"_139":-5,"_47":48,"_46":14,"_141":31,"_44":148,"_13":149,"_40":26,"_41":43,"_30":31,"_145":-5,"_33":150},{"_49":137,"_39":138,"_37":63,"_139":-5,"_47":48,"_46":140,"_141":31,"_44":142,"_13":69,"_40":143,"_41":144,"_30":31,"_145":-5,"_33":146},"7c887440-5535-11f1-9608-ee650bb23af1","main.ts","parentId",4,"latest",["D",1779382363606],"http","import { Hono } from \"npm:hono@4\";\nimport { readFile, serveFile, parseVal } from \"https://esm.town/v/std/utils/index.ts\";\nimport api from \"./api.ts\";\n\nconst app = new Hono();\n\napp.onError((err) => Promise.reject(err));\n\n// API routes\napp.route(\"/\", api);\n\n// View source\napp.get(\"/source\", (c) => c.redirect(parseVal().links.self.val));\n\n// Serve the main page\napp.get(\"/\", async (c) => {\n const html = await readFile(\"/index.html\", import.meta.url);\n return new Response(html, { headers: { \"Content-Type\": \"text/html\" } });\n});\n\nexport default app.fetch;\n","label",[138],"615061c2-5537-11f1-80aa-ee650bb23af1",["D",1779383176893],2,[34],"51cae65c-5535-11f1-9608-ee650bb23af1","bird-data.ts","51cae71a-5535-11f1-9608-ee650bb23af1",1,["D",1779382291899],"script","// Bird migration data and facts database\n// This provides curated info for common North American birds\n\nexport interface BirdInfo {\n name: string;\n scientificName: string;\n family: string;\n habitat: string;\n diet: string;\n funFact: string;\n migrationPattern: string;\n migrationMonths: { spring: string; fall: string };\n conservationStatus: string;\n song: string;\n range: string;\n}\n\nexport const BIRD_DATABASE: Record = {\n \"American Robin\": {\n name: \"American Robin\",\n scientificName: \"Turdus migratorius\",\n family: \"Thrushes (Turdidae)\",\n habitat: \"Lawns, gardens, woodlands, parks\",\n diet: \"Earthworms, insects, berries\",\n funFact: \"Robins can eat up to 14 feet of earthworms in a single day!\",\n migrationPattern: \"Short to medium-distance migrant. Northern populations move south in winter.\",\n migrationMonths: { spring: \"February–April\", fall: \"September–November\" },\n conservationStatus: \"Least Concern\",\n song: \"Cheerily, cheer-up, cheerio — a rich caroling song\",\n range: \"Found across all of North America\",\n },\n \"Northern Cardinal\": {\n name: \"Northern Cardinal\",\n scientificName: \"Cardinalis cardinalis\",\n family: \"Cardinals (Cardinalidae)\",\n habitat: \"Woodlands, gardens, shrublands, wetlands\",\n diet: \"Seeds, fruits, insects\",\n funFact: \"Cardinals are one of the few species where the female also sings, often from the nest!\",\n migrationPattern: \"Non-migratory (year-round resident)\",\n migrationMonths: { spring: \"Year-round\", fall: \"Year-round\" },\n conservationStatus: \"Least Concern\",\n song: \"A loud, clear whistle: 'birdy birdy birdy' or 'cheer cheer cheer'\",\n range: \"Eastern and central United States, Mexico\",\n },\n \"Blue Jay\": {\n name: \"Blue Jay\",\n scientificName: \"Cyanocitta cristata\",\n family: \"Crows and Jays (Corvidae)\",\n habitat: \"Forests, parks, suburban areas\",\n diet: \"Nuts, seeds, insects, occasionally eggs\",\n funFact: \"Blue Jays can mimic the calls of hawks to scare other birds away from food!\",\n migrationPattern: \"Partial migrant — some populations migrate, others stay year-round\",\n migrationMonths: { spring: \"April–May\", fall: \"September–October\" },\n conservationStatus: \"Least Concern\",\n song: \"Loud 'jay jay' call; also makes many other sounds\",\n range: \"Eastern and central North America\",\n },\n \"Ruby-throated Hummingbird\": {\n name: \"Ruby-throated Hummingbird\",\n scientificName: \"Archilochus colubris\",\n family: \"Hummingbirds (Trochilidae)\",\n habitat: \"Gardens, forest edges, meadows\",\n diet: \"Nectar, small insects, spiders\",\n funFact: \"They beat their wings about 53 times per second and can fly backwards!\",\n migrationPattern: \"Long-distance migrant. Crosses the Gulf of Mexico non-stop (~500 miles)!\",\n migrationMonths: { spring: \"March–May\", fall: \"August–October\" },\n conservationStatus: \"Least Concern\",\n song: \"High-pitched squeaky chittering\",\n range: \"Eastern North America; winters in Central America\",\n },\n \"Bald Eagle\": {\n name: \"Bald Eagle\",\n scientificName: \"Haliaeetus leucocephalus\",\n family: \"Hawks and Eagles (Accipitridae)\",\n habitat: \"Near large bodies of water, coastlines, rivers\",\n diet: \"Fish, waterfowl, small mammals\",\n funFact: \"Bald Eagle nests can weigh over 2 tons and be used for decades!\",\n migrationPattern: \"Partial migrant. Northern birds move south to find open water.\",\n migrationMonths: { spring: \"March–April\", fall: \"October–December\" },\n conservationStatus: \"Least Concern (recovered from Endangered)\",\n song: \"High, weak-sounding 'kleek kik ik ik' — surprisingly squeaky for such a large bird\",\n range: \"All of North America near waterways\",\n },\n \"Red-tailed Hawk\": {\n name: \"Red-tailed Hawk\",\n scientificName: \"Buteo jamaicensis\",\n family: \"Hawks and Eagles (Accipitridae)\",\n habitat: \"Open country, woodlands, prairies, roadsides\",\n diet: \"Rodents, rabbits, snakes, birds\",\n funFact: \"The Red-tailed Hawk's scream is the 'default' hawk sound used in movies — even for bald eagles!\",\n migrationPattern: \"Partial migrant. Northern populations move south in winter.\",\n migrationMonths: { spring: \"March–April\", fall: \"October–November\" },\n conservationStatus: \"Least Concern\",\n song: \"A raspy, screaming 'kree-eee-ar' descending in pitch\",\n range: \"All of North America\",\n },\n \"House Sparrow\": {\n name: \"House Sparrow\",\n scientificName: \"Passer domesticus\",\n family: \"Old World Sparrows (Passeridae)\",\n habitat: \"Urban and suburban areas, farms\",\n diet: \"Seeds, grains, insects, scraps\",\n funFact: \"House Sparrows were introduced to North America in 1851 in Brooklyn, New York!\",\n migrationPattern: \"Non-migratory (year-round resident)\",\n migrationMonths: { spring: \"Year-round\", fall: \"Year-round\" },\n conservationStatus: \"Least Concern\",\n song: \"Persistent chirping 'cheep cheep cheep'\",\n range: \"Worldwide — one of the most widespread birds\",\n },\n \"Great Blue Heron\": {\n name: \"Great Blue Heron\",\n scientificName: \"Ardea herodias\",\n family: \"Herons (Ardeidae)\",\n habitat: \"Marshes, shores, tide flats, wet meadows\",\n diet: \"Fish, frogs, small mammals, insects\",\n funFact: \"They hunt by standing still or walking slowly, then striking with lightning speed!\",\n migrationPattern: \"Partial migrant. Northern birds move south; southern birds are resident.\",\n migrationMonths: { spring: \"March–April\", fall: \"September–November\" },\n conservationStatus: \"Least Concern\",\n song: \"A deep, hoarse 'frahnk frahnk' — quite prehistoric sounding\",\n range: \"All of North America near water\",\n },\n};\n\n// Approximate migration timing based on US zip code regions\nexport function getMigrationInfo(zipCode: string, birdName: string): string {\n const info = BIRD_DATABASE[birdName];\n if (!info) return \"\";\n\n const zip = parseInt(zipCode);\n let region = \"central\";\n\n if (zip < 20000) region = \"northeast\";\n else if (zip < 40000) region = \"southeast\";\n else if (zip < 60000) region = \"midwest\";\n else if (zip < 80000) region = \"central\";\n else if (zip < 90000) region = \"mountain-west\";\n else region = \"pacific\";\n\n if (info.migrationPattern.includes(\"Non-migratory\")) {\n return `🏠 **Year-round resident in your area (${zipCode})**\\n\\nThis bird does not migrate — you can spot it any time of year! Look for it in ${info.habitat.toLowerCase()}.`;\n }\n\n const regionTimingAdjustments: Record = {\n northeast: { springAdj: \"late spring (April–May)\", fallAdj: \"early fall (September–October)\" },\n southeast: { springAdj: \"early spring (February–March)\", fallAdj: \"late fall (October–November)\" },\n midwest: { springAdj: \"mid-spring (March–April)\", fallAdj: \"mid-fall (October–November)\" },\n central: { springAdj: \"mid-spring (March–May)\", fallAdj: \"mid-fall (September–October)\" },\n \"mountain-west\": { springAdj: \"late spring (April–May)\", fallAdj: \"early fall (September–October)\" },\n pacific: { springAdj: \"early spring (February–April)\", fallAdj: \"late fall (October–December)\" },\n };\n\n const timing = regionTimingAdjustments[region];\n\n return `📍 **Migration through your area (${zipCode} — ${region})**\\n\\n🌸 **Spring arrival:** ${timing.springAdj}\\n🍂 **Fall departure:** ${timing.fallAdj}\\n\\n${info.migrationPattern}`;\n}\n",[152],"78d24e7a-5535-11f1-ad2c-ee650bb23af1","app.tsx","78d24f4c-5535-11f1-ad2c-ee650bb23af1",3,["D",1779382357370],"/** @jsxImportSource https://esm.sh/react@18.2.0 */\nimport React, { useState, useRef } from \"https://esm.sh/react@18.2.0\";\n\ninterface BirdResult {\n identified: boolean;\n name?: string;\n confidence?: string;\n reasoning?: string;\n info?: {\n name: string;\n scientificName: string;\n family: string;\n habitat: string;\n diet: string;\n funFact: string;\n migrationPattern: string;\n migrationMonths: { spring: string; fall: string };\n conservationStatus: string;\n song: string;\n range: string;\n };\n migration?: string;\n inDatabase?: boolean;\n}\n\nexport function App() {\n const [image, setImage] = useState(null);\n const [imagePreview, setImagePreview] = useState(null);\n const [description, setDescription] = useState(\"\");\n const [zipCode, setZipCode] = useState(\"\");\n const [result, setResult] = useState(null);\n const [loading, setLoading] = useState(false);\n const [error, setError] = useState(null);\n const fileInputRef = useRef(null);\n\n const handleImageChange = (e: React.ChangeEvent) => {\n const file = e.target.files?.[0];\n if (file) {\n setImage(file);\n const reader = new FileReader();\n reader.onload = (ev) => setImagePreview(ev.target?.result as string);\n reader.readAsDataURL(file);\n }\n };\n\n const handleSubmit = async (e: React.FormEvent) => {\n e.preventDefault();\n if (!image && !description.trim()) {\n setError(\"Please upload a photo or describe the bird/sound you heard.\");\n return;\n }\n\n setLoading(true);\n setError(null);\n setResult(null);\n\n const formData = new FormData();\n if (image) formData.append(\"image\", image);\n if (description.trim()) formData.append(\"description\", description.trim());\n if (zipCode.trim()) formData.append(\"zipCode\", zipCode.trim());\n\n try {\n const resp = await fetch(\"/api/identify\", { method: \"POST\", body: formData });\n const data = await resp.json();\n if (!resp.ok) {\n setError(data.error || \"Something went wrong\");\n } else {\n setResult(data);\n }\n } catch (err) {\n setError(\"Network error — please try again.\");\n } finally {\n setLoading(false);\n }\n };\n\n const reset = () => {\n setImage(null);\n setImagePreview(null);\n setDescription(\"\");\n setResult(null);\n setError(null);\n if (fileInputRef.current) fileInputRef.current.value = \"\";\n };\n\n return (\n

\n {/* Header */}\n

🐦

Bird Identifier

\n Upload a photo or describe a bird & its sounds — I'll tell you what it is and when it visits your area!\n

\n\n {/* Input Form */}\n {!result && (\n

\n\n {/* Description */}\n

\n \n 🎵 Describe the Bird or Its Sound\n \n setDescription(e.target.value)}\n placeholder=\"e.g., 'Small bright red bird with a crest, singing a loud whistle' or 'I heard a cheerily-cheerio song on my lawn at dawn'\"\n className=\"w-full border border-gray-300 rounded-xl p-3 h-24 resize-none focus:ring-2 focus:ring-sky-400 focus:border-sky-400 outline-none\"\n />\n

\n\n {/* Zip Code */}\n

\n 📍 Your Zip Code (for migration info)\n setZipCode(e.target.value.replace(/\\D/g, \"\").slice(0, 5))}\n placeholder=\"e.g., 10001\"\n className=\"w-full border border-gray-300 rounded-xl p-3 focus:ring-2 focus:ring-sky-400 focus:border-sky-400 outline-none\"\n maxLength={5}\n />\n

\n\n {error && (\n

\n ⚠️ {error}\n

\n )}\n\n \n {loading\n ? (\n \n 🔍 Identifying...\n \n )\n : \"🔍 Identify This Bird\"}\n \n \n )}\n\n {/* Results */}\n {result && (\n

\n {result.identified\n ? (\n <>\n {/* Bird Name Card */}\n

🐦

{result.name}

\n {result.info && (\n

{result.info.scientificName}

\n )}\n

\n \n {result.confidence === \"high\" ? \"✅\" : result.confidence === \"medium\" ? \"🟡\" : \"🟠\"}{\" \"}\n {result.confidence} confidence\n \n

{result.reasoning}

\n\n {/* Preview of uploaded image */}\n {imagePreview && (\n

\n $\"Your$ \n

\n )}\n\n {/* Bird Info */}\n {result.info && (\n

📚 About This Bird

\n \n \n \n \n \n \n

\n 💡 Fun Fact: {result.info.funFact}\n

\n )}\n\n {/* Migration Info */}\n {result.migration && (\n

🗺️ Migration Info

\n {result.migration.split(\"**\").map((part, i) =>\n i % 2 === 1 ? {part} : {part}\n )}\n

\n )}\n\n {!result.inDatabase && (\n

\n ℹ️ Detailed species data isn't in our database yet for this bird.\n We identified it using AI — try common North American species for the full experience!\n

\n )}\n \n )\n : (\n

🤔

Couldn't Identify

{result.reasoning}

\n )}\n\n {/* Try Again */}\n \n 🔄 Identify Another Bird\n \n

\n )}\n\n {/* Footer */}\n

Tip: Add an OPENAI_API_KEY env var for AI-powered photo identification

\n View Source\n

\n \n );\n}\n\nfunction InfoItem({ icon, label, value }: { icon: string; label: string; value: string }) {\n return (\n

\n {icon}\n

{label}

{value}

\n );\n}\n",[160],"605d0880-5535-11f1-9188-ee650bb23af1","api.ts","605d0948-5535-11f1-9188-ee650bb23af1",["D",1779382316346],"import { Hono } from \"npm:hono@4\";\nimport { BIRD_DATABASE, getMigrationInfo } from \"./bird-data.ts\";\n\nconst app = new Hono();\n\napp.onError((err) => Promise.reject(err));\n\n// Identify bird from image using OpenAI Vision\napp.post(\"/api/identify\", async (c) => {\n const body = await c.req.parseBody();\n const image = body[\"image\"] as File | undefined;\n const description = body[\"description\"] as string | undefined;\n const zipCode = body[\"zipCode\"] as string | undefined;\n\n if (!image && !description) {\n return c.json({ error: \"Please provide an image or description\" }, 400);\n }\n\n const apiKey = Deno.env.get(\"OPENAI_API_KEY\");\n if (!apiKey) {\n // Fallback: use description-based matching if no API key\n return c.json(fallbackIdentify(description || \"\", zipCode || \"\"));\n }\n\n const messages: any[] = [\n {\n role: \"system\",\n content: `You are an expert ornithologist. Identify the bird species from the provided image and/or description. \n \nRespond in this exact JSON format:\n{\n \"identified\": true,\n \"name\": \"Common Name\",\n \"confidence\": \"high/medium/low\",\n \"reasoning\": \"Brief explanation of identifying features\"\n}\n\nIf you cannot identify a bird or no bird is present, respond:\n{\n \"identified\": false,\n \"name\": null,\n \"confidence\": null,\n \"reasoning\": \"Explanation of why identification failed\"\n}\n\nFocus on these common North American birds when possible: ${Object.keys(BIRD_DATABASE).join(\", \")}. But identify any bird you recognize.`,\n },\n ];\n\n const content: any[] = [];\n\n if (description) {\n content.push({\n type: \"text\",\n text: `The user describes the bird/sound as: \"${description}\"`,\n });\n }\n\n if (image) {\n const bytes = await image.arrayBuffer();\n const base64 = btoa(String.fromCharCode(...new Uint8Array(bytes)));\n const mimeType = image.type || \"image/jpeg\";\n content.push({\n type: \"image_url\",\n image_url: { url: `data:${mimeType};base64,${base64}` },\n });\n }\n\n if (content.length === 0) {\n content.push({ type: \"text\", text: \"No input provided.\" });\n }\n\n messages.push({ role: \"user\", content });\n\n try {\n const resp = await fetch(\"https://api.openai.com/v1/chat/completions\", {\n method: \"POST\",\n headers: {\n Authorization: `Bearer ${apiKey}`,\n \"Content-Type\": \"application/json\",\n },\n body: JSON.stringify({\n model: \"gpt-4o-mini\",\n messages,\n max_tokens: 500,\n response_format: { type: \"json_object\" },\n }),\n });\n\n if (!resp.ok) {\n const errText = await resp.text();\n console.error(\"OpenAI error:\", errText);\n return c.json(fallbackIdentify(description || \"\", zipCode || \"\"));\n }\n\n const data = await resp.json();\n const result = JSON.parse(data.choices[0].message.content);\n\n if (!result.identified) {\n return c.json({\n identified: false,\n reasoning: result.reasoning,\n });\n }\n\n // Look up bird info from our database\n const birdInfo = BIRD_DATABASE[result.name] || null;\n const migration = zipCode ? getMigrationInfo(zipCode, result.name) : null;\n\n return c.json({\n identified: true,\n name: result.name,\n confidence: result.confidence,\n reasoning: result.reasoning,\n info: birdInfo,\n migration,\n inDatabase: !!birdInfo,\n });\n } catch (err) {\n console.error(\"Error:\", err);\n return c.json(fallbackIdentify(description || \"\", zipCode || \"\"));\n }\n});\n\nfunction fallbackIdentify(description: string, zipCode: string) {\n const desc = description.toLowerCase();\n let bestMatch: string | null = null;\n\n const keywords: Record = {\n \"American Robin\": [\"robin\", \"orange breast\", \"red breast\", \"cheerily\", \"worm\", \"lawn\"],\n \"Northern Cardinal\": [\"cardinal\", \"red bird\", \"crest\", \"red crest\", \"bright red\", \"whistle\"],\n \"Blue Jay\": [\"blue jay\", \"jay\", \"blue bird\", \"blue and white\", \"noisy\", \"acorn\"],\n \"Ruby-throated Hummingbird\": [\"hummingbird\", \"humming\", \"tiny\", \"hovering\", \"nectar\", \"iridescent\", \"ruby\"],\n \"Bald Eagle\": [\"eagle\", \"bald\", \"white head\", \"large raptor\", \"fish\"],\n \"Red-tailed Hawk\": [\"hawk\", \"red tail\", \"soaring\", \"raptor\", \"screaming\", \"kree\"],\n \"House Sparrow\": [\"sparrow\", \"small brown\", \"chirping\", \"cheep\", \"urban\"],\n \"Great Blue Heron\": [\"heron\", \"blue heron\", \"tall\", \"wading\", \"long neck\", \"stilts\"],\n };\n\n let maxScore = 0;\n for (const [bird, words] of Object.entries(keywords)) {\n const score = words.filter((w) => desc.includes(w)).length;\n if (score > maxScore) {\n maxScore = score;\n bestMatch = bird;\n }\n }\n\n if (!bestMatch || maxScore === 0) {\n return {\n identified: false,\n reasoning:\n \"Could not identify the bird from the description alone. Try uploading a photo for better results! (Tip: Add an OPENAI_API_KEY env var for AI-powered image identification.)\",\n };\n }\n\n const info = BIRD_DATABASE[bestMatch]!;\n const migration = zipCode ? getMigrationInfo(zipCode, bestMatch) : null;\n\n return {\n identified: true,\n name: bestMatch,\n confidence: maxScore >= 2 ? \"medium\" : \"low\",\n reasoning: `Matched based on description keywords. 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Diff · v7