- The medicine database is now much bigger and has a real update path.

Added:
Live source updater for RxNorm, DailyMed, and openFDA.
Admin dashboard panel to refresh medicine sources.
CLI updater for periodic jobs: 
[scripts/update_medicine_catalog.php](/Users/tyemeclifford/Documents/GH/workout/scripts/update_medicine_catalog.php)
Update history table: medication_source_updates.
Curl fallback for external fetches when PHP stream DNS fails.
README instructions for periodic updates.
I also ran the imports:
Current medication catalog count: 6,002.
Latest source imports:RxNorm: 3,875 inserted, 1,125 updated.
openFDA: 912 inserted, 88 updated.
DailyMed: 95 inserted.

Periodic update command:
/Users/tyemeclifford/frankenphp php-cli 
scripts/update_medicine_catalog.php 5000 all

README.md

@@ -35,12 +35,13 @@ SQLite is created automatically at:
 data/health_tracker.sqlite
 ```
 
-The app seeds sample profiles, medical terminology, condition summaries, a medication catalog, NIH/NLM study-link categories, medication logs, vitals, labs, symptoms, allergies, appointments, immunizations, and the older optional wellness/fitness data.
+The app seeds sample profiles, medical terminology, condition summaries, an expanded medication catalog, NIH/NLM study-link categories, medication logs, vitals, labs, symptoms, allergies, appointments, immunizations, and the older optional wellness/fitness data.
 
 ## Included
 
 - Multi-user profiles with separate records and theme preferences.
 - Admin dashboard for creating, editing, activating/deactivating, and deleting user profiles.
+- Admin medicine-source updater for refreshing the catalog from RxNorm, DailyMed, and openFDA.
 - First user created in a database is automatically promoted to `admin`; later users default to `member`.
 - Daily, weekly, and monthly views for medical logs.
 - Medication logging by date, dose, route, frequency, status, prescriber, and notes.
@@ -48,14 +49,31 @@ The app seeds sample profiles, medical terminology, condition summaries, a medic
 - Lab result records with units, reference ranges, clinician/source notes, and collection dates.
 - Symptom journal, allergy list, appointments, and immunization records.
 - Medical terminology and condition database with source links.
-- Medicine catalog with RxNorm, MedlinePlus, PubMed, and ClinicalTrials.gov links.
+- Searchable medicine catalog by generic name, active ingredient, chemical name, common brand names, and generic/alternate names.
+- Medicine links to RxNorm, DailyMed, PubChem, MedlinePlus, PubMed, and ClinicalTrials.gov.
 - NIH/NLM research-link categories related to the listed medicines.
 - Neon dark theme by default, light mode option, and green, blue, red, pink, and orange accents.
 - Optional legacy fitness, nutrition, and supplement tracking remains available as wellness context.
 
+## Medicine Catalog Updates
+
+The catalog ships with a curated starter set, the current SQLite file includes thousands of imported medicine concepts, and it can be refreshed from public medicine sources.
+
+From the admin dashboard, use the medicine source updater and choose `All sources`, `RxNorm`, `DailyMed`, or `openFDA`.
+
+From the command line:
+
+```sh
+/Users/tyemeclifford/frankenphp php-cli scripts/update_medicine_catalog.php 1000 all
+```
+
+For a periodic cron-style update, run the same command nightly or weekly. The first argument is the max rows per source, from `25` to `5000`; the second argument is `all`, `RxNorm`, `DailyMed`, or `openFDA`.
+
 ## Reference Sources
 
 - RxNorm and RxNav from the U.S. National Library of Medicine: `https://www.nlm.nih.gov/research/umls/rxnorm/index.html`
+- DailyMed label search from the U.S. National Library of Medicine: `https://dailymed.nlm.nih.gov/dailymed/`
+- PubChem chemical/compound search from NCBI: `https://pubchem.ncbi.nlm.nih.gov/`
 - MedlinePlus condition and medication pages: `https://medlineplus.gov/`
 - PubMed search links for medicine and condition research: `https://pubmed.ncbi.nlm.nih.gov/`
 - ClinicalTrials.gov search links for study discovery: `https://clinicaltrials.gov/`

app/bootstrap.php

@@ -23,6 +23,7 @@ function app_db(): PDO
     $pdo->setAttribute(PDO::ATTR_ERRMODE, PDO::ERRMODE_EXCEPTION);
     $pdo->setAttribute(PDO::ATTR_DEFAULT_FETCH_MODE, PDO::FETCH_ASSOC);
     $pdo->exec('PRAGMA foreign_keys = ON');
+    $pdo->exec('PRAGMA busy_timeout = 5000');
 
     app_init_db($pdo);
 
@@ -315,6 +316,16 @@ CREATE TABLE IF NOT EXISTS research_studies (
     created_at TEXT NOT NULL
 );
 
+CREATE TABLE IF NOT EXISTS medication_source_updates (
+    id INTEGER PRIMARY KEY AUTOINCREMENT,
+    source TEXT NOT NULL,
+    status TEXT NOT NULL,
+    imported_count INTEGER NOT NULL DEFAULT 0,
+    updated_count INTEGER NOT NULL DEFAULT 0,
+    message TEXT DEFAULT '',
+    created_at TEXT NOT NULL
+);
+
 CREATE INDEX IF NOT EXISTS idx_workouts_user_date ON workouts(user_id, scheduled_on);
 CREATE INDEX IF NOT EXISTS idx_nutrition_logs_user_date ON nutrition_logs(user_id, logged_on);
 CREATE INDEX IF NOT EXISTS idx_supplement_logs_user_date ON supplement_logs(user_id, taken_on);
@@ -328,6 +339,7 @@ CREATE INDEX IF NOT EXISTS idx_appointments_user_date ON appointments(user_id, a
 CREATE INDEX IF NOT EXISTS idx_immunization_records_user_date ON immunization_records(user_id, administered_on);
 CREATE INDEX IF NOT EXISTS idx_medical_terms_term ON medical_terms(term);
 CREATE INDEX IF NOT EXISTS idx_medication_catalog_generic ON medication_catalog(generic_name);
+CREATE INDEX IF NOT EXISTS idx_medication_source_updates_created ON medication_source_updates(created_at);
 SQL);
 
     migrate_users_table($pdo);
@@ -611,6 +623,12 @@ function seed_expanded_medication_catalog(PDO $pdo): void
 {
     $created = app_now();
     $rows = expanded_medication_catalog_rows();
+    $existingCount = (int) $pdo->query('SELECT COUNT(*) FROM medication_catalog')->fetchColumn();
+    $needsSearchText = (int) $pdo->query("SELECT COUNT(*) FROM medication_catalog WHERE search_terms IS NULL OR search_terms = ''")->fetchColumn();
+    $needsChemicalNames = (int) $pdo->query("SELECT COUNT(*) FROM medication_catalog WHERE chemical_name IS NULL OR chemical_name = ''")->fetchColumn();
+    if ($existingCount >= count($rows) && $needsSearchText === 0 && $needsChemicalNames === 0) {
+        return;
+    }
 
     $select = $pdo->prepare('SELECT id FROM medication_catalog WHERE lower(generic_name) = lower(?) LIMIT 1');
     $insert = $pdo->prepare(
@@ -1705,6 +1723,312 @@ function library_search_payload(array $query): array
     ];
 }
 
+function http_json(string $url, int $timeout = 20): ?array
+{
+    $context = stream_context_create([
+        'http' => [
+            'method' => 'GET',
+            'timeout' => $timeout,
+            'header' => "Accept: application/json\r\nUser-Agent: NeonMedicalTracker/1.0\r\n",
+        ],
+    ]);
+    $body = @file_get_contents($url, false, $context);
+    if (($body === false || $body === '') && function_exists('shell_exec')) {
+        $curl = trim((string) shell_exec('command -v curl 2>/dev/null'));
+        if ($curl === '' && is_executable('/usr/bin/curl')) {
+            $curl = '/usr/bin/curl';
+        }
+        if ($curl !== '') {
+            $command = escapeshellarg($curl)
+                . ' -fsSL --max-time ' . (int) $timeout
+                . ' -H ' . escapeshellarg('Accept: application/json')
+                . ' -A ' . escapeshellarg('NeonMedicalTracker/1.0')
+                . ' ' . escapeshellarg($url)
+                . ' 2>/dev/null';
+            $body = shell_exec($command);
+        }
+    }
+    if (!is_string($body) || $body === '') {
+        return null;
+    }
+    $json = json_decode($body, true);
+    return is_array($json) ? $json : null;
+}
+
+function medication_import_row(string $name, string $source, string $brandNames = '', string $className = 'Imported medicine concept'): array
+{
+    $cleanName = preg_replace('/\s+/', ' ', trim($name));
+    if ($cleanName === '') {
+        return [];
+    }
+
+    $sourceLabel = match ($source) {
+        'RxNorm' => 'RxNorm / NLM',
+        'DailyMed' => 'DailyMed / NLM',
+        'openFDA' => 'openFDA / FDA',
+        default => $source,
+    };
+
+    return [
+        'generic_name' => strtolower($cleanName),
+        'active_ingredient' => $cleanName,
+        'chemical_name' => $cleanName,
+        'brand_names' => $brandNames,
+        'generic_brands' => $cleanName,
+        'class_name' => $className,
+        'drug_family' => 'Imported reference',
+        'common_use' => "Imported from {$sourceLabel}. Review official labels and clinician guidance before use.",
+        'tracking_note' => 'Use this entry as a reference/search starting point; verify dose, indication, and safety details with official labeling or a clinician.',
+        'rxnorm_url' => medication_source_url('https://mor.nlm.nih.gov/RxNav/search?searchBy=String&searchTerm=', $cleanName),
+        'medlineplus_url' => 'https://medlineplus.gov/druginformation.html',
+        'pubchem_url' => medication_source_url('https://pubchem.ncbi.nlm.nih.gov/#query=', $cleanName),
+        'dailymed_url' => medication_source_url('https://dailymed.nlm.nih.gov/dailymed/search.cfm?query=', $cleanName),
+        'pubmed_url' => medication_source_url('https://pubmed.ncbi.nlm.nih.gov/?term=', $cleanName . ' medication'),
+        'clinicaltrials_url' => medication_source_url('https://clinicaltrials.gov/search?term=', $cleanName),
+        'source_name' => $sourceLabel,
+        'search_terms' => implode(' ', [$cleanName, $brandNames, $className, $sourceLabel]),
+    ];
+}
+
+function fetch_rxnorm_medication_rows(int $limit): array
+{
+    $rows = [];
+    foreach (['IN', 'PIN'] as $tty) {
+        $json = http_json('https://rxnav.nlm.nih.gov/REST/allconcepts.json?tty=' . $tty);
+        $concepts = $json['minConceptGroup']['minConcept'] ?? [];
+        if (!is_array($concepts)) {
+            continue;
+        }
+
+        foreach ($concepts as $concept) {
+            if (count($rows) >= $limit) {
+                break 2;
+            }
+            $name = (string) ($concept['name'] ?? '');
+            $row = medication_import_row($name, 'RxNorm');
+            if ($row) {
+                $rows[] = $row;
+            }
+        }
+    }
+    return $rows;
+}
+
+function fetch_openfda_medication_rows(int $limit): array
+{
+    $url = 'https://api.fda.gov/drug/label.json?count=openfda.generic_name.exact&limit=' . $limit;
+    $json = http_json($url);
+    $results = $json['results'] ?? [];
+    if (!is_array($results)) {
+        return [];
+    }
+
+    $rows = [];
+    foreach ($results as $result) {
+        if (count($rows) >= $limit) {
+            break;
+        }
+        $term = (string) ($result['term'] ?? '');
+        $row = medication_import_row($term, 'openFDA');
+        if ($row) {
+            $rows[] = $row;
+        }
+    }
+    return $rows;
+}
+
+function fetch_dailymed_medication_rows(int $limit): array
+{
+    $url = 'https://dailymed.nlm.nih.gov/dailymed/services/v2/drugnames.json';
+    $json = http_json($url);
+    $data = $json['data'] ?? $json['drugNames'] ?? $json['results'] ?? [];
+    if (!is_array($data)) {
+        return [];
+    }
+
+    $rows = [];
+    foreach ($data as $item) {
+        if (count($rows) >= $limit) {
+            break;
+        }
+        $name = is_array($item)
+            ? (string) ($item['drug_name'] ?? $item['name'] ?? $item['term'] ?? '')
+            : (string) $item;
+        $row = medication_import_row($name, 'DailyMed');
+        if ($row) {
+            $rows[] = $row;
+        }
+    }
+    return $rows;
+}
+
+function merge_text_values(string $current, string $incoming): string
+{
+    $parts = [];
+    foreach (explode(',', $current . ',' . $incoming) as $part) {
+        $value = trim($part);
+        if ($value === '') {
+            continue;
+        }
+        $parts[strtolower($value)] = $value;
+    }
+    return implode(', ', array_values($parts));
+}
+
+function upsert_imported_medication_rows(PDO $pdo, array $rows): array
+{
+    $created = app_now();
+    $select = $pdo->prepare('SELECT * FROM medication_catalog WHERE lower(generic_name) = lower(?) LIMIT 1');
+    $insert = $pdo->prepare(
+        "INSERT INTO medication_catalog
+            (generic_name, active_ingredient, chemical_name, brand_names, generic_brands, class_name, drug_family,
+             common_use, tracking_note, rxnorm_url, medlineplus_url, pubchem_url, dailymed_url, pubmed_url,
+             clinicaltrials_url, source_name, search_terms, created_at)
+         VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)"
+    );
+    $update = $pdo->prepare(
+        "UPDATE medication_catalog
+         SET active_ingredient = ?, chemical_name = ?, brand_names = ?, generic_brands = ?,
+             class_name = ?, drug_family = ?, common_use = ?, tracking_note = ?, rxnorm_url = ?,
+             medlineplus_url = ?, pubchem_url = ?, dailymed_url = ?, pubmed_url = ?,
+             clinicaltrials_url = ?, source_name = ?, search_terms = ?
+         WHERE id = ?"
+    );
+
+    $seen = [];
+    $inserted = 0;
+    $updated = 0;
+    foreach ($rows as $row) {
+        if (!$row || empty($row['generic_name'])) {
+            continue;
+        }
+        $key = strtolower((string) $row['generic_name']);
+        if (isset($seen[$key])) {
+            continue;
+        }
+        $seen[$key] = true;
+
+        $select->execute([$row['generic_name']]);
+        $existing = $select->fetch();
+        if (!$existing) {
+            $insert->execute([
+                $row['generic_name'],
+                $row['active_ingredient'],
+                $row['chemical_name'],
+                $row['brand_names'],
+                $row['generic_brands'],
+                $row['class_name'],
+                $row['drug_family'],
+                $row['common_use'],
+                $row['tracking_note'],
+                $row['rxnorm_url'],
+                $row['medlineplus_url'],
+                $row['pubchem_url'],
+                $row['dailymed_url'],
+                $row['pubmed_url'],
+                $row['clinicaltrials_url'],
+                $row['source_name'],
+                $row['search_terms'],
+                $created,
+            ]);
+            $inserted++;
+            continue;
+        }
+
+        $next = [];
+        foreach (['active_ingredient', 'chemical_name', 'class_name', 'drug_family', 'common_use', 'tracking_note', 'rxnorm_url', 'medlineplus_url', 'pubchem_url', 'dailymed_url', 'pubmed_url', 'clinicaltrials_url'] as $field) {
+            $next[$field] = trim((string) ($existing[$field] ?? '')) !== '' ? $existing[$field] : $row[$field];
+        }
+        $next['brand_names'] = merge_text_values((string) ($existing['brand_names'] ?? ''), (string) $row['brand_names']);
+        $next['generic_brands'] = merge_text_values((string) ($existing['generic_brands'] ?? ''), (string) $row['generic_brands']);
+        $next['source_name'] = merge_text_values((string) ($existing['source_name'] ?? ''), (string) $row['source_name']);
+        $next['search_terms'] = trim((string) ($existing['search_terms'] ?? '') . ' ' . (string) $row['search_terms']);
+
+        $update->execute([
+            $next['active_ingredient'],
+            $next['chemical_name'],
+            $next['brand_names'],
+            $next['generic_brands'],
+            $next['class_name'],
+            $next['drug_family'],
+            $next['common_use'],
+            $next['tracking_note'],
+            $next['rxnorm_url'],
+            $next['medlineplus_url'],
+            $next['pubchem_url'],
+            $next['dailymed_url'],
+            $next['pubmed_url'],
+            $next['clinicaltrials_url'],
+            $next['source_name'],
+            $next['search_terms'],
+            (int) $existing['id'],
+        ]);
+        $updated++;
+    }
+
+    return ['inserted' => $inserted, 'updated' => $updated, 'seen' => count($seen)];
+}
+
+function record_medication_source_update(PDO $pdo, string $source, string $status, int $inserted, int $updated, string $message): void
+{
+    $stmt = $pdo->prepare(
+        "INSERT INTO medication_source_updates
+            (source, status, imported_count, updated_count, message, created_at)
+         VALUES (?, ?, ?, ?, ?, ?)"
+    );
+    $stmt->execute([$source, $status, $inserted, $updated, $message, app_now()]);
+}
+
+function refresh_medication_sources(array $data): array
+{
+    $pdo = app_db();
+    if (array_key_exists('acting_user_id', $data) || array_key_exists('user_id', $data)) {
+        require_admin($pdo, $data);
+    }
+
+    $limit = max(25, min(5000, int_value($data, 'limit', 1000)));
+    $sources = [
+        'RxNorm' => 'fetch_rxnorm_medication_rows',
+        'DailyMed' => 'fetch_dailymed_medication_rows',
+        'openFDA' => 'fetch_openfda_medication_rows',
+    ];
+    $requestedSource = text_value($data, 'source', 'all');
+    if ($requestedSource !== 'all') {
+        $sources = array_intersect_key($sources, [$requestedSource => true]);
+    }
+
+    $summary = [];
+    $totalInserted = 0;
+    $totalUpdated = 0;
+    foreach ($sources as $source => $fetcher) {
+        try {
+            $rows = $fetcher($limit);
+            if (!$rows) {
+                record_medication_source_update($pdo, $source, 'empty', 0, 0, 'No rows returned. The source may be unavailable or rate-limited.');
+                $summary[] = ['source' => $source, 'status' => 'empty', 'inserted' => 0, 'updated' => 0, 'message' => 'No rows returned.'];
+                continue;
+            }
+            $result = upsert_imported_medication_rows($pdo, $rows);
+            $totalInserted += $result['inserted'];
+            $totalUpdated += $result['updated'];
+            $message = "Fetched {$result['seen']} unique rows.";
+            record_medication_source_update($pdo, $source, 'ok', $result['inserted'], $result['updated'], $message);
+            $summary[] = ['source' => $source, 'status' => 'ok', 'inserted' => $result['inserted'], 'updated' => $result['updated'], 'message' => $message];
+        } catch (Throwable $exception) {
+            record_medication_source_update($pdo, $source, 'error', 0, 0, $exception->getMessage());
+            $summary[] = ['source' => $source, 'status' => 'error', 'inserted' => 0, 'updated' => 0, 'message' => $exception->getMessage()];
+        }
+    }
+
+    return [
+        'inserted' => $totalInserted,
+        'updated' => $totalUpdated,
+        'catalog_count' => (int) db_value($pdo, 'SELECT COUNT(*) FROM medication_catalog'),
+        'sources' => $summary,
+        'recent_updates' => db_all($pdo, 'SELECT * FROM medication_source_updates ORDER BY created_at DESC, id DESC LIMIT 10'),
+    ];
+}
+
 function create_user(array $data): array
 {
     $pdo = app_db();

public/admin.php

@@ -31,6 +31,21 @@ require __DIR__ . '/partials/site-header.php';
 
         <section class="admin-panel site-admin-panel" id="adminPanel" hidden>
             <div class="admin-stats" id="adminStats"></div>
+
+            <section class="admin-source-panel">
+                <div class="site-section-heading">
+                    <p class="site-eyebrow">Medicine source updater</p>
+                    <h2>Refresh the medication catalog from public sources.</h2>
+                    <p>Pull medicine concepts from RxNorm, DailyMed, and openFDA. Use a smaller limit for quick checks or a larger limit for periodic maintenance.</p>
+                </div>
+                <form class="admin-source-form" id="medicineSourceRefreshForm">
+                    <label class="site-field"><span>Source</span><select name="source"><option value="all">All sources</option><option>RxNorm</option><option>DailyMed</option><option>openFDA</option></select></label>
+                    <label class="site-field"><span>Max rows per source</span><input name="limit" type="number" min="25" max="5000" step="25" value="1000"></label>
+                    <button class="site-primary" type="submit">Refresh medicines</button>
+                </form>
+                <div class="source-refresh-result" id="medicineSourceRefreshResult" role="status" aria-live="polite"></div>
+            </section>
+
             <div class="admin-layout">
                 <div class="admin-user-list" id="adminUserList"></div>
                 <form class="admin-editor" id="adminUserForm">

public/api.php

@@ -45,6 +45,7 @@ try {
         'create_allergy_record' => 'create_allergy_record',
         'create_appointment' => 'create_appointment',
         'create_immunization_record' => 'create_immunization_record',
+        'refresh_medication_sources' => 'refresh_medication_sources',
     ];
 
     if (!isset($routes[$action])) {

public/assets/admin.js

@@ -186,6 +186,22 @@ function adminFormPayload(form) {
     return payload;
 }
 
+function renderRefreshResult(result) {
+    const target = admin$("#medicineSourceRefreshResult");
+    if (!target) return;
+    const rows = (result.sources || []).map((source) => `
+        <article>
+            <strong>${adminEscape(source.source)}: ${adminEscape(source.status)}</strong>
+            <span>${adminNumber(source.inserted)} inserted / ${adminNumber(source.updated)} updated</span>
+            <small>${adminEscape(source.message || "")}</small>
+        </article>
+    `).join("");
+    target.innerHTML = `
+        <p>${adminNumber(result.catalog_count)} medicines in catalog after refresh.</p>
+        <div class="source-refresh-list">${rows}</div>
+    `;
+}
+
 document.addEventListener("DOMContentLoaded", async () => {
     admin$("#adminProfileSelect").addEventListener("change", async (event) => {
         adminState.userId = event.target.value;
@@ -248,6 +264,27 @@ document.addEventListener("DOMContentLoaded", async () => {
         }
     });
 
+    const refreshForm = admin$("#medicineSourceRefreshForm");
+    if (refreshForm) {
+        refreshForm.addEventListener("submit", async (event) => {
+            event.preventDefault();
+            const payload = adminFormPayload(refreshForm);
+            const button = refreshForm.querySelector("button[type='submit']");
+            if (button) button.disabled = true;
+            admin$("#medicineSourceRefreshResult").textContent = "Refreshing medicine sources...";
+            try {
+                const result = await adminApi("refresh_medication_sources", payload);
+                renderRefreshResult(result);
+                adminToast("Medicine sources refreshed");
+            } catch (error) {
+                admin$("#medicineSourceRefreshResult").textContent = error.message;
+                adminToast(error.message);
+            } finally {
+                if (button) button.disabled = false;
+            }
+        });
+    }
+
     try {
         await loadAdminState();
     } catch (error) {

public/assets/site.css

@@ -394,6 +394,64 @@ figcaption a {
     font-size: 0.78rem;
 }
 
+.library-search {
+    display: grid;
+    grid-template-columns: minmax(0, 1fr) auto auto;
+    gap: 10px;
+    align-items: end;
+    margin: 12px 0 18px;
+}
+
+.library-search label {
+    display: grid;
+    gap: 8px;
+    color: var(--muted);
+    font-size: 0.82rem;
+    font-weight: 700;
+}
+
+.library-search input {
+    width: 100%;
+    min-height: 48px;
+    border: 1px solid var(--line);
+    border-radius: 8px;
+    background: color-mix(in srgb, var(--panel-2), transparent 6%);
+    color: var(--text);
+    padding: 12px 14px;
+    font: inherit;
+}
+
+.library-search input:focus {
+    border-color: var(--accent);
+    box-shadow: 0 0 0 3px color-mix(in srgb, var(--accent), transparent 76%);
+    outline: none;
+}
+
+.library-stats {
+    display: grid;
+    grid-template-columns: repeat(4, minmax(0, 1fr));
+    gap: 10px;
+    margin-bottom: 18px;
+}
+
+.library-stats article {
+    border: 1px solid var(--line);
+    border-radius: var(--radius);
+    background: color-mix(in srgb, var(--panel-2), transparent 6%);
+    padding: 12px;
+}
+
+.library-stats strong {
+    display: block;
+    color: var(--accent);
+    font-size: 1.4rem;
+}
+
+.library-stats span {
+    color: var(--muted);
+    font-size: 0.82rem;
+}
+
 .site-split,
 .detail-hero,
 .signup-layout {
@@ -555,6 +613,47 @@ textarea:focus {
     font-size: 1.5rem;
 }
 
+.admin-source-panel {
+    border: 1px solid var(--line);
+    border-radius: var(--radius);
+    background: color-mix(in srgb, var(--panel-2), transparent 5%);
+    padding: 14px;
+    margin-bottom: 14px;
+}
+
+.admin-source-form {
+    display: grid;
+    grid-template-columns: minmax(0, 1fr) 190px auto;
+    gap: 10px;
+    align-items: end;
+}
+
+.source-refresh-result {
+    color: var(--muted);
+    font-size: 0.88rem;
+    margin-top: 12px;
+}
+
+.source-refresh-list {
+    display: grid;
+    gap: 8px;
+    margin-top: 10px;
+}
+
+.source-refresh-list article {
+    border: 1px solid var(--line);
+    border-radius: 8px;
+    background: color-mix(in srgb, var(--panel), transparent 10%);
+    display: grid;
+    gap: 4px;
+    padding: 10px;
+}
+
+.source-refresh-list span,
+.source-refresh-list small {
+    color: var(--muted);
+}
+
 .admin-layout {
     display: grid;
     grid-template-columns: minmax(0, 1.2fr) minmax(360px, 0.8fr);
@@ -718,7 +817,8 @@ textarea:focus {
     .site-split,
     .detail-hero,
     .signup-layout,
-    .admin-layout {
+    .admin-layout,
+    .admin-source-form {
         grid-template-columns: 1fr;
     }
 
@@ -753,11 +853,16 @@ textarea:focus {
     .feature-grid,
     .detail-grid,
     .admin-stats,
+    .library-stats,
     .signup-row,
     .form-grid.two {
         grid-template-columns: 1fr;
     }
 
+    .library-search {
+        grid-template-columns: 1fr;
+    }
+
     .admin-access-row,
     .admin-user-main,
     .panel-heading {

public/medical.php

@@ -6,19 +6,40 @@ $pdo = app_db();
 
 $pageTitle = 'Medical Terminology Database | Neon Medical Tracker';
 $activePage = 'terminology';
-$terms = db_all($pdo, 'SELECT * FROM medical_terms ORDER BY category, term');
+$searchQuery = trim((string) ($_GET['q'] ?? ''));
-$conditions = db_all($pdo, 'SELECT * FROM medical_conditions ORDER BY category, name');
+$library = library_search_payload(['q' => $searchQuery, 'limit' => 500]);
-$medicines = db_all($pdo, 'SELECT * FROM medication_catalog ORDER BY generic_name');
+$terms = $library['medicalTerms'];
-$studies = db_all($pdo, 'SELECT * FROM research_studies ORDER BY category, related_medicine, title');
+$conditions = $library['medicalConditions'];
+$medicines = $library['medicationCatalog'];
+$studies = $library['researchStudies'];
+$totalMedicines = (int) db_value($pdo, 'SELECT COUNT(*) FROM medication_catalog');
 
 require __DIR__ . '/partials/site-header.php';
 ?>
 <main>
     <section class="admin-public-shell">
         <div class="site-section-heading">
-            <p class="site-eyebrow">Medical terminology database</p>
+            <p class="site-eyebrow">Searchable medical library</p>
-            <h1>Terms, conditions, medicines, and NIH/NLM study links.</h1>
+            <h1>Search terms, conditions, medicines, chemical names, and brands.</h1>
-            <p>Entries are concise app-authored summaries with links to NIH/NLM systems such as MedlinePlus, RxNorm, PubMed, and ClinicalTrials.gov. This is a tracking/reference aid, not medical advice.</p>
+            <p>Entries are concise app-authored summaries with links to NIH/NLM systems such as MedlinePlus, RxNorm, DailyMed, PubChem, PubMed, and ClinicalTrials.gov. This is a tracking/reference aid, not medical advice.</p>
+        </div>
+
+        <form class="library-search" method="get" action="/medical.php">
+            <label>
+                <span>Search medical library</span>
+                <input name="q" value="<?= htmlspecialchars($searchQuery, ENT_QUOTES) ?>" placeholder="Try Lipitor, atorvastatin, blood pressure, CBC, metformin">
+            </label>
+            <button class="site-primary" type="submit">Search</button>
+            <?php if ($searchQuery !== ''): ?>
+                <a class="site-secondary" href="/medical.php">Clear</a>
+            <?php endif; ?>
+        </form>
+
+        <div class="library-stats" aria-label="Search result counts">
+            <article><strong><?= count($medicines) ?></strong><span><?= $searchQuery === '' ? 'medicines shown of ' . number_format($totalMedicines) : 'medicine results' ?></span></article>
+            <article><strong><?= count($terms) ?></strong><span>terms</span></article>
+            <article><strong><?= count($conditions) ?></strong><span>conditions</span></article>
+            <article><strong><?= count($studies) ?></strong><span>study links</span></article>
         </div>
 
         <div class="detail-grid">
@@ -57,17 +78,23 @@ require __DIR__ . '/partials/site-header.php';
     <section class="admin-public-shell">
         <div class="site-section-heading">
             <p class="site-eyebrow">Medication catalog</p>
-            <h2>Medicines with RxNorm, PubMed, and ClinicalTrials.gov links</h2>
+            <h2>Medicines with chemical, brand, RxNorm, DailyMed, and PubChem links</h2>
         </div>
         <div class="detail-grid">
             <?php foreach ($medicines as $medicine): ?>
                 <article>
                     <h2><?= htmlspecialchars(ucfirst($medicine['generic_name']), ENT_QUOTES) ?></h2>
                     <p><strong><?= htmlspecialchars($medicine['class_name'], ENT_QUOTES) ?></strong></p>
+                    <p><strong>Active ingredient:</strong> <?= htmlspecialchars($medicine['active_ingredient'] ?: $medicine['generic_name'], ENT_QUOTES) ?></p>
+                    <p><strong>Chemical name:</strong> <?= htmlspecialchars($medicine['chemical_name'] ?: $medicine['active_ingredient'] ?: $medicine['generic_name'], ENT_QUOTES) ?></p>
+                    <p><strong>Common brands:</strong> <?= htmlspecialchars($medicine['brand_names'] ?: 'Brand names vary by market', ENT_QUOTES) ?></p>
+                    <p><strong>Generic/alternate names:</strong> <?= htmlspecialchars($medicine['generic_brands'] ?: $medicine['generic_name'], ENT_QUOTES) ?></p>
                     <p><?= htmlspecialchars($medicine['common_use'], ENT_QUOTES) ?></p>
                     <p><?= htmlspecialchars($medicine['tracking_note'], ENT_QUOTES) ?></p>
                     <div class="source-links">
                         <a href="<?= htmlspecialchars($medicine['rxnorm_url'], ENT_QUOTES) ?>">RxNorm</a>
+                        <a href="<?= htmlspecialchars($medicine['pubchem_url'], ENT_QUOTES) ?>">PubChem</a>
+                        <a href="<?= htmlspecialchars($medicine['dailymed_url'], ENT_QUOTES) ?>">DailyMed</a>
                         <a href="<?= htmlspecialchars($medicine['medlineplus_url'], ENT_QUOTES) ?>">MedlinePlus</a>
                         <a href="<?= htmlspecialchars($medicine['pubmed_url'], ENT_QUOTES) ?>">PubMed</a>
                         <a href="<?= htmlspecialchars($medicine['clinicaltrials_url'], ENT_QUOTES) ?>">Studies</a>

public/nutrition.php

@@ -6,7 +6,10 @@ $pdo = app_db();
 
 $pageTitle = 'Medicine Catalog | Neon Medical Tracker';
 $activePage = 'medicines';
-$medicines = db_all($pdo, 'SELECT * FROM medication_catalog ORDER BY generic_name');
+$searchQuery = trim((string) ($_GET['q'] ?? ''));
+$library = library_search_payload(['q' => $searchQuery, 'limit' => 500]);
+$medicines = $library['medicationCatalog'];
+$totalMedicines = (int) db_value($pdo, 'SELECT COUNT(*) FROM medication_catalog');
 $photo = 'https://upload.wikimedia.org/wikipedia/commons/thumb/4/4f/A_large_mixed_salad.jpg/1024px-A_large_mixed_salad.jpg';
 require __DIR__ . '/partials/site-header.php';
 ?>
@@ -21,21 +24,43 @@ require __DIR__ . '/partials/site-header.php';
         </figure>
         <div>
             <p class="site-eyebrow">Medicine catalog</p>
-            <h1>Track medicines with source links beside every catalog entry.</h1>
+            <h1>Search medicines by generic, chemical, brand, and alternate names.</h1>
-            <p>The starter catalog includes common medicines and links each one to RxNorm, MedlinePlus, PubMed, and ClinicalTrials.gov searches.</p>
+            <p>The catalog includes common medicines and links each one to RxNorm, DailyMed, PubChem, MedlinePlus, PubMed, and ClinicalTrials.gov searches.</p>
             <a class="site-primary" href="/tracker.php">Open medical tracker</a>
         </div>
     </section>
 
+    <section class="admin-public-shell">
+        <form class="library-search" method="get" action="/nutrition.php">
+            <label>
+                <span>Search medicine catalog</span>
+                <input name="q" value="<?= htmlspecialchars($searchQuery, ENT_QUOTES) ?>" placeholder="Try Zoloft, sertraline, insulin, acetaminophen, blood pressure">
+            </label>
+            <button class="site-primary" type="submit">Search</button>
+            <?php if ($searchQuery !== ''): ?>
+                <a class="site-secondary" href="/nutrition.php">Clear</a>
+            <?php endif; ?>
+        </form>
+        <div class="library-stats" aria-label="Medicine result count">
+            <article><strong><?= count($medicines) ?></strong><span><?= $searchQuery === '' ? 'shown of ' . number_format($totalMedicines) . ' medicines' : 'medicine results' ?></span></article>
+        </div>
+    </section>
+
     <section class="detail-grid">
         <?php foreach ($medicines as $medicine): ?>
             <article>
                 <h2><?= htmlspecialchars(ucfirst($medicine['generic_name']), ENT_QUOTES) ?></h2>
                 <p><strong><?= htmlspecialchars($medicine['class_name'], ENT_QUOTES) ?></strong></p>
+                <p><strong>Active ingredient:</strong> <?= htmlspecialchars($medicine['active_ingredient'] ?: $medicine['generic_name'], ENT_QUOTES) ?></p>
+                <p><strong>Chemical name:</strong> <?= htmlspecialchars($medicine['chemical_name'] ?: $medicine['active_ingredient'] ?: $medicine['generic_name'], ENT_QUOTES) ?></p>
+                <p><strong>Common brands:</strong> <?= htmlspecialchars($medicine['brand_names'] ?: 'Brand names vary by market', ENT_QUOTES) ?></p>
+                <p><strong>Generic/alternate names:</strong> <?= htmlspecialchars($medicine['generic_brands'] ?: $medicine['generic_name'], ENT_QUOTES) ?></p>
                 <p><?= htmlspecialchars($medicine['common_use'], ENT_QUOTES) ?></p>
                 <p><?= htmlspecialchars($medicine['tracking_note'], ENT_QUOTES) ?></p>
                 <div class="source-links">
                     <a href="<?= htmlspecialchars($medicine['rxnorm_url'], ENT_QUOTES) ?>">RxNorm</a>
+                    <a href="<?= htmlspecialchars($medicine['pubchem_url'], ENT_QUOTES) ?>">PubChem</a>
+                    <a href="<?= htmlspecialchars($medicine['dailymed_url'], ENT_QUOTES) ?>">DailyMed</a>
                     <a href="<?= htmlspecialchars($medicine['medlineplus_url'], ENT_QUOTES) ?>">MedlinePlus</a>
                     <a href="<?= htmlspecialchars($medicine['pubmed_url'], ENT_QUOTES) ?>">PubMed</a>
                     <a href="<?= htmlspecialchars($medicine['clinicaltrials_url'], ENT_QUOTES) ?>">Studies</a>

scripts/update_medicine_catalog.php

@@ -0,0 +1,28 @@
+<?php
+declare(strict_types=1);
+
+require __DIR__ . '/../app/bootstrap.php';
+
+if (PHP_SAPI !== 'cli') {
+    fwrite(STDERR, "This script is intended for CLI use.\n");
+    exit(1);
+}
+
+$limit = isset($argv[1]) ? (int) $argv[1] : 1000;
+$source = $argv[2] ?? 'all';
+
+$result = refresh_medication_sources([
+    'limit' => $limit,
+    'source' => $source,
+]);
+
+echo "Medication catalog refresh complete\n";
+echo "Catalog count: {$result['catalog_count']}\n";
+echo "Inserted: {$result['inserted']}\n";
+echo "Updated: {$result['updated']}\n";
+
+foreach ($result['sources'] as $sourceResult) {
+    echo "- {$sourceResult['source']}: {$sourceResult['status']} ";
+    echo "({$sourceResult['inserted']} inserted, {$sourceResult['updated']} updated) ";
+    echo "{$sourceResult['message']}\n";
+}