' . esc_html($answer) . '
'; } public function renderClarification( $plan ) { if (!empty($plan['conflict'])) { return '' . esc_html__('Your request contains conflicting ingredient or dietary requirements. Which requirement should I prioritize?', 'ai-copilot-content-generator') . '
'; } return '' . esc_html__('What kind of recipe would you like? Add a meal, ingredient, cuisine, dietary need, or time limit.', 'ai-copilot-content-generator') . '
'; } public function renderNoResults( $plan ) { $text = __('I could not find a strong match in the published Savory index. Try removing one preference or adding a different ingredient.', 'ai-copilot-content-generator'); if (!empty($plan['hard_absent'])) { $text = __('The strict ingredient filters removed the available matches. Try a broader request, and always verify the full ingredient list.', 'ai-copilot-content-generator'); } return '' . esc_html($text) . '
'; } private function normalize( $text ) { return WaicFastIndex::normalizeText($text); } private function applyTypos( $query ) { $map = array( 'with out' => 'without', 'desrt' => 'dessert', 'desert' => 'dessert', 'reciept' => 'recipe', 'receipt' => 'recipe', 'receipe' => 'recipe', 'recipie' => 'recipe', 'recpie' => 'recipe', 'brocoli' => 'broccoli', 'gluton' => 'gluten', 'suggar' => 'sugar', 'suger' => 'sugar', 'meet' => 'meat', 'withouth' => 'without', 'vegateales' => 'vegetables', 'vegatables' => 'vegetables', 'vegitables' => 'vegetables', 'vegatales' => 'vegetables', 'orions' => 'onions', 'onios' => 'onions', 'oniuns' => 'onions', // Common Savory audience aliases; the input was normalized before this map runs. 'sin' => 'without', 'sans' => 'without', 'lactosa' => 'lactose', 'cebolla' => 'onion', 'pollo' => 'chicken', 'pescado' => 'fish', 'cena' => 'dinner', 'desayuno' => 'breakfast', 'almuerzo' => 'lunch', 'postre' => 'dessert', 'mas rapido' => 'quick', 'diner' => 'dinner', ); foreach ($map as $wrong => $right) { $query = preg_replace('/\b' . preg_quote($wrong, '/') . '\b/', $right, $query); } return $query; } private function isOutOfScope( $query ) { return (bool) preg_match('/\b(weather|forecast|rain|snow|exchange rate|currency|bitcoin|crypto|stock price|sports score|lottery|horoscope|flight status|hotel booking|system prompt|api key)\b/', $query); } private function isVague( $query ) { if (in_array($query, array('suggest a recipe', 'suggest recipe', 'give me a recipe', 'recipe for me', 'what should i cook', 'what should i make', 'i am hungry', 'im hungry'), true)) { return true; } $tokens = array_filter(preg_split('/\s+/', $query, -1, PREG_SPLIT_NO_EMPTY), array($this, 'notStopword')); return count($tokens) < 1; } public function notStopword( $token ) { return !$this->isStopword($token); } private function isStopword( $token ) { return strlen($token) < 2 || in_array($token, $this->stopwords, true); } private function isConstraintToken( $token ) { return in_array($token, array('gluten', 'dairy', 'lactose', 'nut', 'nuts', 'sugar', 'vegan', 'vegetarian', 'allergic', 'allergy'), true); } private function isHardAbsentToken( $token, $flags ) { $map = $this->negativeRiskAliases(); $token = $this->normalize($token); foreach ((array) $flags as $flag) { if (isset($map[$flag]) && in_array($token, $map[$flag], true)) { return true; } } return false; } private function synonymGroup( $term ) { $term = $this->normalize($term); $group = isset($this->synonyms[$term]) ? $this->synonyms[$term] : array($term); $group[] = $term; return array_values(array_unique(array_filter(array_map(array($this, 'normalize'), $group)))); } private function uniqueGroups( $groups ) { $out = array(); $seen = array(); foreach ((array) $groups as $group) { $group = array_values(array_unique(array_filter((array) $group))); $key = implode('|', $group); if ($key !== '' && !isset($seen[$key])) { $seen[$key] = true; $out[] = $group; } } return $out; } private function previousQuestion( $context ) { $history = isset($context['history']) ? (array) $context['history'] : array(); for ($i = count($history) - 1; $i >= 0; $i--) { $question = isset($history[$i]['question']) ? $this->normalize($history[$i]['question']) : ''; if ($question !== '') { return $question; } } return ''; } private function extractIngredients( $query ) { $ingredients = array(); if (preg_match('/\b(?:with|i have|using)\s+(.+)$/', $query, $match)) { $tail = preg_replace('/\b(?:under|in less than|ready in)\s+\d+.*$/', '', $match[1]); foreach (preg_split('/\s*(?:,|\band\b|\bplus\b)\s*/', $tail, -1, PREG_SPLIT_NO_EMPTY) as $value) { $value = trim($this->normalize($value)); if ($value !== '' && count(preg_split('/\s+/', $value)) <= 3 && !$this->isStopword($value)) { $ingredients[] = $value; } } } return array_slice(array_values(array_unique($ingredients)), 0, 4); } private function hardAbsentFlags( $query ) { $flags = array(); $patterns = array( 'gluten' => '/\b(gluten[- ]free|without gluten|no gluten|free of gluten|celiac|allergic to (?:gluten|wheat))\b/', 'dairy' => '/\b(dairy[- ]free|lactose[- ]free|without dairy|no dairy|free of dairy|sin lactosa|allergic to (?:dairy|milk))\b/', 'nuts' => '/\b(nut[- ]free|peanut[- ]free|tree[- ]nut[- ]free|without (?:tree )?nuts?|no (?:tree )?nuts?|free of (?:tree )?nuts?|allergic to (?:tree )?nuts?|allergic to peanuts?)\b/', 'added_sugar' => '/\b(sugar[- ]free|without (?:added )?sugar|no (?:added )?sugar|no sugar added|free of (?:added )?sugar)\b/', 'alcohol' => '/\b(alcohol[- ]free|without alcohol|no alcohol|free of alcohol)\b/', 'shellfish' => '/\b(shellfish[- ]free|without shellfish|no shellfish|free of shellfish|allergic to (?:shellfish|shrimp|prawns?))\b/', 'finfish' => '/\b(fish[- ]free|finfish[- ]free|without (?:fin)?fish|no (?:fin)?fish|free of (?:fin)?fish|allergic to (?:fin)?fish)\b/', 'coconut' => '/\b(coconut[- ]free|without coconut|no coconut|free of coconut|allergic to coconut)\b/', 'egg' => '/\b(egg[- ]free|without eggs?|no eggs?|free of eggs?|allergic to eggs?)\b/', ); foreach ($patterns as $flag => $pattern) { if (preg_match($pattern, $query)) { $flags[$flag] = $flag; } } // Ingredient aliases are safety constraints only when the visitor uses an // explicit negative marker. This preserves positive searches such as // "tofu dinner" while making "without milk" and "soy-free" strict. foreach ($this->negativeRiskAliases() as $flag => $aliases) { foreach ($aliases as $alias) { if ($this->negativeAliasPresent($query, $alias)) { $flags[$flag] = $flag; break; } } } if (preg_match('/\b(vegan)\b/', $query)) { foreach (array('meat', 'finfish', 'shellfish', 'dairy', 'egg') as $flag) { $flags[$flag] = $flag; } } elseif (preg_match('/\b(vegetarian|without meat|no meat|meat[- ]free|meatless)\b/', $query)) { foreach (array('meat', 'finfish', 'shellfish') as $flag) { $flags[$flag] = $flag; } } if (preg_match('/\b(no seafood|without seafood|seafood[- ]free)\b/', $query)) { $flags['finfish'] = 'finfish'; $flags['shellfish'] = 'shellfish'; } return array_values($flags); } /** * Canonical, deterministic aliases used only for explicitly negative food * constraints. Unknown ingredients remain unknown rather than being treated * as safe by the local index. */ private function negativeRiskAliases() { return array( 'added_sugar' => array('sugar', 'added sugar', 'brown sugar', 'syrup', 'honey', 'agave', 'molasses', 'sweetened'), 'nuts' => array('nut', 'nuts', 'tree nut', 'tree nuts', 'almond', 'almonds', 'walnut', 'walnuts', 'pecan', 'pecans', 'cashew', 'cashews', 'hazelnut', 'hazelnuts', 'pistachio', 'pistachios', 'peanut', 'peanuts', 'macadamia', 'macadamias', 'nut butter', 'praline'), 'dairy' => array('dairy', 'lactose', 'milk', 'cream', 'butter', 'cheese', 'yogurt', 'yoghurt', 'ice cream', 'cream cheese', 'sour cream', 'ghee', 'whey', 'casein', 'custard', 'mascarpone', 'gelato', 'kefir', 'paneer', 'ricotta', 'feta', 'mozzarella', 'parmesan'), 'meat' => array('meat', 'meats', 'animal protein'), 'alcohol' => array('alcohol', 'rum', 'wine', 'vodka', 'whiskey', 'bourbon', 'liqueur', 'beer', 'guinness', 'brandy', 'kahlua', 'baileys', 'sherry', 'marsala', 'vanilla extract', 'mirin', 'sake'), 'gluten' => array('gluten', 'wheat', 'flour', 'bread', 'cracker', 'cookie', 'cake', 'pastry', 'breadcrumb', 'barley', 'rye', 'couscous', 'farro', 'orzo', 'semolina', 'bulgur', 'seitan', 'ladyfinger', 'ladyfingers'), 'shellfish' => array('shellfish', 'shrimp', 'prawn', 'prawns', 'crab', 'lobster', 'clam', 'mussel', 'oyster', 'scallop'), 'finfish' => array('fish', 'finfish', 'salmon', 'tuna', 'cod', 'cobia', 'halibut', 'tilapia', 'trout', 'anchovy', 'anchovies', 'sardine', 'sardines', 'mahi mahi'), 'egg' => array('egg', 'eggs', 'egg white', 'egg whites', 'egg yolk', 'egg yolks', 'whole egg', 'eggnog', 'egg nog', 'omelet', 'omelette', 'frittata', 'quiche', 'aioli', 'mayonnaise', 'mayo', 'meringue'), 'soy' => array('soy', 'tofu', 'edamame', 'soy sauce', 'miso'), 'coconut' => array('coconut', 'coconut milk', 'coconut cream', 'coconut oil', 'coconut flakes', 'coconut flour', 'coconut water', 'cream of coconut', 'shredded coconut'), ); } private function negativeAliasPresent( $query, $alias ) { $alias = $this->normalize($alias); if ($alias === '') { return false; } $body = str_replace(' ', '\\s+', preg_quote($alias, '/')); $marker = '(?:no|without|avoid|hold|allergic\\s+to|allergy\\s+to|do\\s+not\\s+want|dont\\s+want|don\\s+t\\s+want)'; if (preg_match('/(?:^|\\s)' . $body . '\\s+free(?:\\s|$)/', $query) || preg_match('/(?:^|\\s)free\\s+of\\s+' . $body . '(?:\\s|$)/', $query) || preg_match('/(?:^|\\s)' . $marker . '\\s+(?:any\\s+|the\\s+)?' . $body . '(?:\\s|$)/', $query)) { return true; } // A single negative marker can govern a short list, e.g. "without // milk and peanuts". Stop at a new search clause so unrelated words do // not become safety requirements. if (preg_match_all('/(?:^|\\s)' . $marker . '\\s+(?:any\\s+|the\\s+)?([^.;!?]{0,90})/', $query, $scopes)) { foreach ((array) $scopes[1] as $scope) { $scope = preg_replace('/\\b(?:on|for|with|in|as)\\b.*$/', ' ', (string) $scope); if (preg_match('/(?:^|\\s)' . $body . '(?:\\s|$)/', (string) $scope)) { return true; } } } return false; } private function hasSafetyConflict( $query, $flags ) { $query = preg_replace('/\b(?:meat|fish|shellfish|seafood)[- ]free\b|\b(?:without|no)\s+(?:meat|fish|shellfish|seafood)\b/', '', $query); $patterns = array( 'meat' => '/\b(chicken|beef|pork|bacon|ham|turkey|sausage|steak|lamb)\b/', 'finfish' => '/\b(salmon|tuna|cod|trout|tilapia|fish)\b/', 'shellfish' => '/\b(shrimp|prawn|crab|lobster|clam|mussel|oyster|scallop|shellfish)\b/', ); foreach ((array) $flags as $flag) { if (isset($patterns[$flag]) && preg_match($patterns[$flag], $query)) { return true; } } return false; } private function literalExcludes( $query ) { $map = array( 'chicken' => array('chicken', 'poultry'), 'beef' => array('beef', 'steak'), 'salmon' => array('salmon'), 'shrimp' => array('shrimp', 'prawn', 'prawns'), 'crab' => array('crab'), 'lobster' => array('lobster'), 'pork' => array('pork', 'bacon', 'ham', 'salami', 'chorizo', 'pancetta', 'prosciutto'), 'pasta' => array('pasta', 'spaghetti', 'linguine', 'penne', 'rigatoni', 'fettuccine'), 'onion' => array('onion', 'onions'), 'mushroom' => array('mushroom', 'mushrooms'), 'banana' => array('banana', 'bananas'), 'garlic' => array('garlic'), 'cheese' => array('cheese', 'mozzarella', 'parmesan', 'feta', 'ricotta'), 'cilantro' => array('cilantro', 'coriander'), 'bell pepper' => array('bell pepper', 'bell peppers'), 'soy' => array('soy', 'tofu', 'edamame', 'soy sauce', 'miso'), 'peanut' => array('peanut', 'peanuts', 'peanut butter'), 'milk' => array('milk'), ); $out = array(); foreach ($map as $label => $terms) { if (preg_match('/\b(?:without|no|avoid|allergic to)\s+(?:any\s+)?' . preg_quote($label, '/') . 's?\b/', $query)) { $out = array_merge($out, $terms); } } return array_values(array_unique($out)); } private function isExcludedToken( $token, $excludes ) { foreach ((array) $excludes as $exclude) { if (WaicFastIndex::containsTerm($exclude, $token) || WaicFastIndex::containsTerm($token, $exclude)) { return true; } } return false; } private function parseMinutes( $query ) { $wordMinutes = array( 'three quarters of an hour' => 45, 'three quarter hour' => 45, 'quarter of an hour' => 15, 'quarter hour' => 15, 'half an hour' => 30, 'half hour' => 30, 'an hour' => 60, 'one hour' => 60, ); foreach ($wordMinutes as $phrase => $minutes) { if (WaicFastIndex::containsTerm($query, $phrase)) { return $minutes; } } if (preg_match('/\b(?:under|within|less than|below|ready in|in)\s+(\d{1,3})\s*(?:minutes?|mins?|min)\b/', $query, $match)) { return max(1, min(360, absint($match[1]))); } if (preg_match('/\b(\d{1,3})[\s-]+minute\b/', $query, $match) || preg_match('/\b(\d{1,3})\s*(?:minutes?|mins?|min)\b/', $query, $match)) { return max(1, min(360, absint($match[1]))); } if (preg_match('/\b(?:under|within|less than|below|ready in|in)\s+(\d{1,2})\s*hours?\b/', $query, $match) || preg_match('/\b(\d{1,2})\s*hours?\b/', $query, $match)) { return max(1, min(360, absint($match[1]) * 60)); } return 0; } private function mealType( $query ) { foreach (array('breakfast', 'brunch', 'lunch', 'dinner', 'supper', 'dessert', 'snack') as $meal) { if (preg_match('/\b' . $meal . 's?\b/', $query)) { return 'supper' === $meal ? 'dinner' : $meal; } } return ''; } private function mealScore( $meal, $text, $terms ) { $score = 0; if ('dinner' === $meal) { $score += preg_match('/\b(dinner|supper|entree|main dish|main course)\b/', $terms . ' ' . $text) ? 10 : 0; $score -= preg_match('/\b(breakfast|cocktail|mocktail)\b/', $terms . ' ' . $text) ? 12 : 0; } elseif ('breakfast' === $meal || 'brunch' === $meal) { $score += preg_match('/\b(breakfast|brunch|oat|granola|smoothie|toast|pancake)\b/', $terms . ' ' . $text) ? 12 : -8; $score -= preg_match('/\b(dinner|entree|cocktail|mocktail)\b/', $terms . ' ' . $text) ? 10 : 0; } elseif ('dessert' === $meal) { $score += preg_match('/\b(dessert|cake|cookie|brownie|pudding|parfait|sweet)\b/', $terms . ' ' . $text) ? 12 : -8; } else { $score += WaicFastIndex::containsTerm($terms . ' ' . $text, $meal) ? 9 : 0; } return $score; } private function currentSeason() { $month = (int) current_time('n'); if ($month >= 3 && $month <= 5) { return 'spring'; } if ($month >= 6 && $month <= 8) { return 'summer'; } if ($month >= 9 && $month <= 11) { return 'fall'; } return 'winter'; } private function matchesRisk( $text, $flag ) { $text = $this->normalize($text); if ('dairy' === $flag) { $text = preg_replace('/\b(peanut|almond|cashew|cocoa) butter\b/', '', $text); } if ('added_sugar' === $flag) { $text = preg_replace('/\b(?:sugar free|no (?:added )?sugar|without (?:added )?sugar|no sugar added)\b/', '', $text); } $patterns = array( 'added_sugar' => '/\b(sugars?|syrups?|honey|molasses|agave|jams?|jell(?:y|ies)|sweetened|condensed milk|ice cream|gelato|chocolate milk|vanilla yogurt|cookie dough|cake mix|angel food cake|pound cake|chocolate chips?|baking chocolate|white chocolate|semi sweet chocolate|semisweet chocolate|fudge|brownie mix|dark chocolate fudge|duncan hines|nutella|hazelnut spread|hoisin sauce|oreo cookies?|oreos?|sprinkles?|dessert sandwiches?|cheesecake|lemon curd|bordeaux cookies?|dried cranberries?|preserves|ladyfingers?|cand(?:y|ies)|caramel|frosting|icing|marshmallows?)\b/', 'nuts' => '/\b(peanuts?|almonds?|walnuts?|pecans?|cashews?|pistachios?|hazelnuts?|macadamias?|tree nuts?|nut butter|praline)\b/', 'dairy' => '/\b(milk|cheese|butter|cream|yogurt|yoghurt|ice cream|cream cheese|sour cream|ghee|whey|casein|custard|mascarpone|gelato|kefir|paneer|ricotta|feta|mozzarella|parmesan)\b/', 'meat' => '/\b(chicken|beef|pork|lamb|bacon|ham|sausages?|turkey|veal|prosciutto|gelatin|salami|steak|meatballs?|pepperoni|pancetta|chorizo)\b/', 'alcohol' => '/\b(rum|wine|vodka|whisk(?:ey|y)|bourbon|liqueur|beer|guinness|brandy|kahlua|baileys|sherry|marsala|prosecco|tequila|vanilla extract|mirin|sake)\b/', 'gluten' => '/\b(flour|wheat|bread|pasta|spaghetti|noodles|crackers?|cookies?|cakes?|pastr(?:y|ies)|breadcrumbs?|barley|rye|couscous|farro|orzo|semolina|bulgur|seitan|ladyfingers?)\b/', 'shellfish' => '/\b(shrimp|prawns?|crabs?|lobsters?|clams?|mussels?|oysters?|scallops?|shellfish)\b/', 'finfish' => '/\b(fish|finfish|salmon|tuna|cod|cobia|halibut|tilapia|trout|anchov(?:y|ies)|sardines?|mahi mahi)\b/', 'egg' => '/\b(eggs?|egg whites?|egg yolks?|whole egg|eggnog|egg nog|omelets?|omelettes?|frittata|quiche|aioli|mayonnaise|mayo|meringue)\b/', 'soy' => '/\b(soy|tofu|edamame|soy sauce|miso)\b/', 'coconut' => '/\b(coconut|coconut milk|coconut cream|coconut oil|coconut flakes|coconut flour|coconut water|cream of coconut|shredded coconut)\b/', ); return !empty($patterns[$flag]) && (bool) preg_match($patterns[$flag], $text); } private function applyDietaryLabels( &$risk, $text ) { if (preg_match('/\bgluten[- ]free\b/', $text) && true !== $risk['gluten']) { $risk['gluten'] = false; } if (preg_match('/\bdairy[- ]free|lactose[- ]free\b/', $text) && true !== $risk['dairy']) { $risk['dairy'] = false; } if (preg_match('/\bnut[- ]free|peanut[- ]free\b/', $text) && true !== $risk['nuts']) { $risk['nuts'] = false; } if (preg_match('/\b(sugar[- ]free|no added sugar)\b/', $text) && true !== $risk['added_sugar']) { $risk['added_sugar'] = false; } if (preg_match('/\balcohol[- ]free\b/', $text) && true !== $risk['alcohol']) { $risk['alcohol'] = false; } if (preg_match('/\bsoy[- ]free\b/', $text) && true !== $risk['soy']) { $risk['soy'] = false; } if (preg_match('/\bvegan\b/', $text)) { foreach (array('meat', 'finfish', 'shellfish', 'dairy', 'egg') as $flag) { if (true !== $risk[$flag]) { $risk[$flag] = false; } } } elseif (preg_match('/\bvegetarian\b/', $text)) { foreach (array('meat', 'finfish', 'shellfish') as $flag) { if (true !== $risk[$flag]) { $risk[$flag] = false; } } } } }