instance_id stringlengths 15 42 | domain stringclasses 20
values | config stringclasses 2
values | user_question stringlengths 382 500 | docker_image stringlengths 49 76 |
|---|---|---|---|---|
attraction_auckland_extreme_sports_415 | attraction | travel | I'm an adrenaline enthusiast from Sydney planning a last-minute solo trip to Auckland to experience extreme sports. I use a wheelchair, so all activities must be fully accessible. I also have a severe peanut allergy, so I need restaurants that can guarantee no cross-contamination. My budget is NZD 1500 for everything e... | flyaimainsite/ecommerce_last_exam:attraction_auckland_extreme_sports_415 |
attraction_fiji_adventure_417 | attraction | travel | I'm planning an adventure trip to Fiji for my family of four (two adults and two children aged 10 and 12) in mid-July 2025. We want to explore the rugged interior of Viti Levu, including waterfalls and rainforest hikes, and also experience marine activities like snorkeling in coral reefs. Our budget for the entire trip... | flyaimainsite/ecommerce_last_exam:attraction_fiji_adventure_417 |
attraction_hanoi_wellness_retreat_490 | attraction | travel | My wife and I are planning a 7-day wellness retreat to Hanoi in early July 2025. We want a mix of spa treatments, yoga, and cultural sightseeing, but we must avoid all nuts due to a severe allergy. We prefer a hotel with a pool and spa. We're flying from London to Hanoi with a 75-minute layover in Singapore—can you con... | flyaimainsite/ecommerce_last_exam:attraction_hanoi_wellness_retreat_490 |
attraction_hong_kong_museum_marathon_445 | attraction | travel | I am planning a museum marathon in Hong Kong with my family of four: two adults and two children aged 8 and 12. We will arrive from London on a direct flight on June 20, 2025 at 08:00 and depart on June 22, 2025 at 20:00. We have a moderate budget of around HKD 15,000 total for accommodation, transport, and entry fees.... | flyaimainsite/ecommerce_last_exam:attraction_hong_kong_museum_marathon_445 |
attraction_melbourne_festival_461 | attraction | travel | I'm planning a family trip to Melbourne for the Melbourne International Arts Festival in March 2026. Our family of four (two adults and two children aged 10 and 12) will be there from March 15 to March 20. We need a hotel with family rooms or suites, preferably within walking distance to the festival venues. We're inte... | flyaimainsite/ecommerce_last_exam:attraction_melbourne_festival_461 |
attraction_san_francisco_cultural_deep_169 | attraction | travel | I'm planning a 5-day cultural trip to San Francisco from London with my wife in late June 2025. We have a budget of around $4000 for flights and accommodation, and we want to immerse ourselves in art and history, visiting museums like SFMOMA and the Asian Art Museum. We prefer boutique hotels in the city center, and we... | flyaimainsite/ecommerce_last_exam:attraction_san_francisco_cultural_deep_169 |
attraction_toronto_museum_marathon_458 | attraction | travel | I am an avid marathon runner from London, UK, and I'm planning a trip to Toronto to run the Scotiabank Toronto Waterfront Marathon on October 18, 2025. I want to arrive at least two days early to explore the city's famous museums, and I'm particularly interested in natural history, contemporary art, and textile design.... | flyaimainsite/ecommerce_last_exam:attraction_toronto_museum_marathon_458 |
attraction_vienna_nightlife_148 | attraction | travel | I'm planning a 4-day nightlife-focused trip to Vienna for a group of 5 friends in early August 2025. We want to experience famous ruin bars, an evening at the Vienna State Opera, and a nightclub with live electronic music. Our budget for accommodation is up to 200 EUR per night per room, and we need two double rooms. W... | flyaimainsite/ecommerce_last_exam:attraction_vienna_nightlife_148 |
attraction_zanzibar_adventure_469 | attraction | travel | We are planning a 4-day adventure trip to Zanzibar from August 10 to 14, 2025. We are a couple in our 30s, both active and love hiking, snorkeling, and cultural tours. Our total budget is around $2,000, and we need a hotel with a pool. One of us is vegetarian and gluten-free, so we need restaurants with suitable option... | flyaimainsite/ecommerce_last_exam:attraction_zanzibar_adventure_469 |
attraction_zurich_nature_147 | attraction | travel | We are a family of four (two adults and two children aged 8 and 10) planning a nature-focused trip to Zurich from June 20 to June 25, 2025. We are traveling from London, so we need international transport options, preferably a direct flight or a high-speed train. We are on a moderate budget, so we need affordable accom... | flyaimainsite/ecommerce_last_exam:attraction_zurich_nature_147 |
hotel_amsterdam_pet_friendly_051 | hotel | travel | I'm planning a trip to Amsterdam with my dog in July 2025. We need a pet-friendly hotel in the city center for 3 nights, from July 15 to July 18. My budget is around 300 euros per night for the room. The hotel must allow dogs in the room and ideally have a garden or nearby park. I also need a room with a king-size bed ... | flyaimainsite/ecommerce_last_exam:hotel_amsterdam_pet_friendly_051 |
hotel_athens_digital_nomad_056 | hotel | travel | I am a digital nomad planning to spend all of July in Athens. I need a hotel or apartment with reliable high-speed internet and a dedicated desk in the room. My accommodation budget is around €2000 for the entire month (€65/night average). I prefer a quiet residential neighborhood but within a 10-minute walk of a metro... | flyaimainsite/ecommerce_last_exam:hotel_athens_digital_nomad_056 |
hotel_auckland_business_227 | hotel | travel | I need to finalize our accommodation for Auckland. We are a party of 4: myself (40, business lead), my mother Mary (68, wheelchair user, requires gluten-free diet), my daughter Lily (7), and my colleague Ahmed (35, vegan with severe nut allergy). We arrive from Singapore at 6 AM on July 22 and need early check-in. We'l... | flyaimainsite/ecommerce_last_exam:hotel_auckland_business_227 |
hotel_bali_couple_301 | hotel | travel | My wife and I are planning a 7-day anniversary trip to Bali from June 20 to June 27, 2025. We want a romantic hotel with a private pool and direct beach access, preferably in Seminyak or Ubud, with a budget of up to 3,000 CNY per night. We need gluten-free dining options nearby and want to visit Uluwatu Temple. Also, w... | flyaimainsite/ecommerce_last_exam:hotel_bali_couple_301 |
hotel_bali_girls_trip_254 | hotel | travel | We are a group of 5 female friends planning a girls' trip to Bali from July 15 to July 20, 2025. We need accommodation in Seminyak with two rooms—one twin and one double—and a private pool is a must. Our total budget for the 5 nights is under $2,000 USD. We are all vegetarian and love spa treatments, and we want to be ... | flyaimainsite/ecommerce_last_exam:hotel_bali_girls_trip_254 |
hotel_cape_town_accessibility_230 | hotel | travel | I am planning a trip to Cape Town from June 20 to June 27, 2025, for my husband and me. He uses a wheelchair, so we need a hotel with fully accessible rooms, including roll-in showers and wide doorways. Our budget is around 1,500 ZAR per night, but we can stretch to 2,000 ZAR for the right accessibility features. We al... | flyaimainsite/ecommerce_last_exam:hotel_cape_town_accessibility_230 |
hotel_cape_town_elderly_042 | hotel | travel | My wife and I are both in our late 70s and we are planning a trip from London to Cape Town from March 10 to March 15, 2025. We need a hotel with a ground floor room that is wheelchair accessible and has a roll-in shower with grab bars, as my wife uses a walker. Breakfast must be included in the price, and we need the h... | flyaimainsite/ecommerce_last_exam:hotel_cape_town_elderly_042 |
hotel_cape_town_long_stay_277 | hotel | travel | I am planning a three-month workation in Cape Town from July 1 to September 30, 2025. I need a hotel with a fully equipped kitchen and laundry facilities for the long stay. My budget is up to 25,000 ZAR per month (roughly 10,000 CNY). I am traveling alone and prefer a quiet neighborhood near the V&A Waterfront. I also ... | flyaimainsite/ecommerce_last_exam:hotel_cape_town_long_stay_277 |
hotel_chicago_pet_friendly_036 | hotel | travel | I'm planning a trip to Chicago with my dog from July 10 to July 14, 2025. We need a hotel that is pet-friendly, preferably with a pet relief area and no extra pet fees. Our budget is around $200-300 per night. We'd like to stay in the Loop or River North area. Also, we need a room with a king bed and breakfast included... | flyaimainsite/ecommerce_last_exam:hotel_chicago_pet_friendly_036 |
hotel_chicago_solo_budget_318 | hotel | travel | I'm planning a solo trip to Chicago from London from August 20 to August 25, 2025. I need a budget hotel under $120 per night, preferably in the Loop or Near North Side, with free WiFi and breakfast included. I also want to be close to public transportation to explore the city easily. Are there any good options for me?... | flyaimainsite/ecommerce_last_exam:hotel_chicago_solo_budget_318 |
hotel_dubai_luxury_259 | hotel | travel | I am planning a luxury family vacation to Dubai from July 1 to July 7, 2025. We are a family of four (two adults and two children aged 8 and 10) and require two connecting rooms or a suite with separate sleeping areas. We prefer a hotel with a private beach, multiple swimming pools, and a kids' club. Our budget is arou... | flyaimainsite/ecommerce_last_exam:hotel_dubai_luxury_259 |
hotel_dublin_digital_nomad_296 | hotel | travel | I'm a digital nomad planning a 2-week stay in Dublin starting June 20, 2025. I need a hotel with reliable high-speed WiFi and a dedicated workspace, preferably in a quiet neighborhood but close to cafes and coworking spaces. My budget is around 1500 EUR total for accommodation, so about 107 EUR per night. I'm traveling... | flyaimainsite/ecommerce_last_exam:hotel_dublin_digital_nomad_296 |
hotel_dublin_girls_trip_014 | hotel | travel | My three best friends and I are planning a girls' trip to Dublin to celebrate my 30th birthday from June 20th to June 23rd, 2025. We need a hotel in the city centre with a spa and pool, as we want to relax and pamper ourselves. Since one of us has a gluten intolerance and another uses a wheelchair, we need a hotel with... | flyaimainsite/ecommerce_last_exam:hotel_dublin_girls_trip_014 |
hotel_dublin_wellness_249 | hotel | travel | My partner and I are planning a wellness retreat to Dublin from July 12 to July 16, 2025. We need a hotel with a spa and yoga classes, and we prefer a quiet neighborhood but still within walking distance to the city center. Our budget is around €250 per night, and we both follow a vegan diet, so we'd like vegan-friendl... | flyaimainsite/ecommerce_last_exam:hotel_dublin_wellness_249 |
hotel_hong_kong_luxury_304 | hotel | travel | My wife and I are planning a luxury anniversary trip to Hong Kong from July 10 to July 15, 2025. We need a 5-star hotel with a harbour view suite, preferably in Tsim Sha Tsui or Central, with a budget of up to HKD 8,000 per night. We also require a private transfer from the airport and a reservation at a Michelin-starr... | flyaimainsite/ecommerce_last_exam:hotel_hong_kong_luxury_304 |
hotel_lima_sports_220 | hotel | travel | I am planning a trip to Lima, Peru for the International Surfing Championship in late January 2026. I will be traveling with my friend, and I use a wheelchair, so I need a hotel with fully accessible rooms, including roll-in showers and wide doorways. I also have a severe shellfish allergy, so I need nearby restaurants... | flyaimainsite/ecommerce_last_exam:hotel_lima_sports_220 |
hotel_lisbon_honeymoon_058 | hotel | travel | We are a couple celebrating our honeymoon in Lisbon. We need a romantic hotel with a balcony or sea view, preferably in the historic center or waterfront area. Our budget is between €200 and €350 per night, and we want a room with a king-size bed and breakfast included. We are arriving from London on June 20, 2025, and... | flyaimainsite/ecommerce_last_exam:hotel_lisbon_honeymoon_058 |
hotel_london_business_047 | hotel | travel | I am a senior consultant flying from New York to London for a three-day business conference starting July 14, 2025. I need a hotel with a dedicated business center and reliable high-speed Wi-Fi, ideally located in the financial district near Canary Wharf or the City of London. My budget is up to £250 per night, and I r... | flyaimainsite/ecommerce_last_exam:hotel_london_business_047 |
hotel_marrakech_honeymoon_043 | hotel | travel | We are planning our honeymoon in Marrakech for 5 nights from October 10th, 2025. We are a couple in our late 20s, looking for a romantic riad or boutique hotel with a private pool and spa. Our budget for accommodation is between 2000 and 3500 MAD per night, and we prefer a place with a rooftop terrace and traditional M... | flyaimainsite/ecommerce_last_exam:hotel_marrakech_honeymoon_043 |
hotel_mumbai_couple_211 | hotel | travel | My wife and I are planning a romantic anniversary trip to Mumbai from June 20 to June 25, 2025. We are looking for a luxury hotel with an ocean view, preferably in the Colaba or Marine Drive area. Our budget is around ₹25,000 per night, but we can stretch a bit for the perfect stay. We need a king-size bed and a room w... | flyaimainsite/ecommerce_last_exam:hotel_mumbai_couple_211 |
hotel_mumbai_group_023 | hotel | travel | We are a group of 5 friends planning a trip to Mumbai from 15th to 18th December 2025. We need two rooms for three nights, preferably at a hotel with a swimming pool and located in the Colaba or Bandra area. Our budget is around INR 8,000 per room per night. Two of us are strict vegetarians, so we would like to be near... | flyaimainsite/ecommerce_last_exam:hotel_mumbai_group_023 |
hotel_mumbai_solo_budget_258 | hotel | travel | I am a solo traveler from London planning to visit Mumbai for 3 days starting July 10, 2025. I need a budget hotel under ₹2,000 per night, which is about CNY 180, with free WiFi and breakfast included, preferably in the Colaba area near the Gateway of India. I follow a vegetarian diet and would like to be close to affo... | flyaimainsite/ecommerce_last_exam:hotel_mumbai_solo_budget_258 |
hotel_mumbai_sports_070 | hotel | travel | I'm a cricket fan traveling to Mumbai for an IPL match at Wankhede Stadium in April 2025. I need a hotel near the stadium with a fitness center, and one of my travel companions has a severe peanut allergy so the hotel restaurant must accommodate this. We have a budget of around ₹10,000 per night and need to check in on... | flyaimainsite/ecommerce_last_exam:hotel_mumbai_sports_070 |
hotel_new_york_elderly_027 | hotel | travel | We are an elderly couple from London looking for a hotel in New York for 5 nights from June 20 to 25, 2025. We need a wheelchair-accessible room with an elevator, preferably on a low floor, and very quiet. It must be near Central Park as we plan to visit daily. My husband requires low-sodium meals, so we need a restaur... | flyaimainsite/ecommerce_last_exam:hotel_new_york_elderly_027 |
hotel_new_york_girls_trip_074 | hotel | travel | Four girlfriends and I are planning a girls' trip to New York City from July 10 to July 15, 2025. We're flying in from London and want a hotel in Midtown Manhattan with at least two rooms that can each accommodate two people. Our total budget for accommodation is $3,000 for the entire stay, and we'd love a hotel with a... | flyaimainsite/ecommerce_last_exam:hotel_new_york_girls_trip_074 |
hotel_new_york_wellness_309 | hotel | travel | I am planning a solo wellness retreat to New York City from June 15 to June 18, 2025. I need a hotel with a full-service spa, a fitness center, and a yoga studio, ideally located near Central Park. My budget is $300 to $500 per night, and I follow a strict vegan diet, so nearby healthy dining options are essential. I a... | flyaimainsite/ecommerce_last_exam:hotel_new_york_wellness_309 |
hotel_osaka_long_stay_307 | hotel | travel | I am planning a 10-day trip to Osaka this July with my family of four (two adults and two children aged 8 and 10). We need a hotel that offers a kitchenette for light meals, has laundry facilities, and is near a train station for easy access to Universal Studios Japan. Our budget is around ¥150,000 for the entire stay,... | flyaimainsite/ecommerce_last_exam:hotel_osaka_long_stay_307 |
hotel_paris_solo_budget_048 | hotel | travel | I am a solo traveler planning a budget trip to Paris for 5 nights from September 20 to September 25, 2025. I need a hotel under €100 per night, preferably in the Latin Quarter or near a metro station for easy access to attractions. I also require a direct economy flight from London to Paris on September 20 and a return... | flyaimainsite/ecommerce_last_exam:hotel_paris_solo_budget_048 |
hotel_rio_de_janeiro_honeymoon_268 | hotel | travel | My fiancée and I are planning our honeymoon in Rio de Janeiro from December 20th to December 27th, 2025. We are looking for a romantic hotel with an ocean view and a balcony, preferably in the Copacabana or Ipanema area. Our budget is around $300-500 USD per night, and we would like the hotel to offer a complimentary b... | flyaimainsite/ecommerce_last_exam:hotel_rio_de_janeiro_honeymoon_268 |
hotel_rome_elderly_237 | hotel | travel | My wife and I are both in our early 70s and planning a trip to Rome for 5 nights starting October 1st, 2025. We need a hotel with an elevator and preferably ground floor rooms as we have some mobility issues. We prefer a quiet area near the Vatican, and our budget is around €150 to €200 per night. Breakfast must be inc... | flyaimainsite/ecommerce_last_exam:hotel_rome_elderly_237 |
hotel_seoul_digital_nomad_251 | hotel | travel | We need to finalize our trip to Seoul. We're a family of four: me (35, digital nomad), my wife (34, also remote worker), our son (7), and my mother (75, uses a walker). We arrive at Incheon from Tokyo on Monday, July 21 at 8:00 AM and need a hotel for 4 nights (Mon–Thu) with elevator, good wifi, a desk, gluten-free bre... | flyaimainsite/ecommerce_last_exam:hotel_seoul_digital_nomad_251 |
hotel_seoul_honeymoon_298 | hotel | travel | My spouse and I are planning our honeymoon to Seoul from June 20th to June 25th, 2025. We will be flying from London Heathrow, so we need a hotel that offers a romantic atmosphere with a king-sized bed and a spa. Our budget is up to 2,500 CNY per night, but we'd prefer something around 1,500-2,000 if possible. We want ... | flyaimainsite/ecommerce_last_exam:hotel_seoul_honeymoon_298 |
hotel_singapore_digital_nomad_206 | hotel | travel | I'm a digital nomad planning a 2-week work trip to Singapore from June 20 to July 4, 2025. I need a hotel with fast, reliable Wi-Fi and a dedicated desk area for work. My budget is around SGD 150-200 per night. I prefer a central location near MRT and cafes, and I'd like to have a kitchenette or access to a communal ki... | flyaimainsite/ecommerce_last_exam:hotel_singapore_digital_nomad_206 |
hotel_singapore_family_300 | hotel | travel | I am planning a family trip to Singapore from July 15 to 20, 2025, for my wife and two children aged 8 and 10. We need a hotel with a kitchenette or easy access to safe dining options because my son has a severe peanut allergy. Our budget is SGD 300 per night, and we prefer a central location near Marina Bay or Sentosa... | flyaimainsite/ecommerce_last_exam:hotel_singapore_family_300 |
hotel_sydney_family_225 | hotel | travel | We are a family of four planning a trip to Sydney from Los Angeles in July 2025. My mother uses a wheelchair, so we need a hotel with fully accessible rooms and roll-in showers. We also need two connecting rooms or a suite that can accommodate four people, with a budget of around AUD 400 per night. We would like to be ... | flyaimainsite/ecommerce_last_exam:hotel_sydney_family_225 |
hotel_sydney_long_stay_037 | hotel | travel | I'm planning a three-week workation in Sydney from July 1 to July 22, 2025. I need a hotel with a kitchenette or at least a microwave and fridge, and a separate workspace area. My budget is around AUD 4,500 total for the entire stay. I'm traveling alone but my colleague might join for the last week, so the room should ... | flyaimainsite/ecommerce_last_exam:hotel_sydney_long_stay_037 |
hotel_vancouver_girls_trip_029 | hotel | travel | We are a group of four friends planning a girls trip to Vancouver from July 10 to 15, 2025. We are flying in from London and need a hotel with two separate bedrooms or a suite that can accommodate all of us. Our budget is around $300 CAD per night total, and we prefer a hotel in downtown Vancouver with a pool and free ... | flyaimainsite/ecommerce_last_exam:hotel_vancouver_girls_trip_029 |
hotel_vancouver_long_stay_217 | hotel | travel | I'm planning a 3-month remote work stay in Vancouver with my partner, starting August 1, 2025. We need a hotel that offers a kitchenette and reliable high-speed Wi-Fi, as we'll be working from the room. Our budget is around CAD 4,000-5,000 per month, and we prefer a quiet residential area but still close to SkyTrain st... | flyaimainsite/ecommerce_last_exam:hotel_vancouver_long_stay_217 |
transport_athens_multi_city_338 | transport | travel | I'm planning a multi-city trip for my wife and I starting in Athens. We want to spend a few days in Athens, then take a scenic ferry to Santorini for a day trip, and then fly to Rome for the rest of our vacation. We'll be traveling in mid-August, and our total budget for transport is around €800. We prefer fast connect... | flyaimainsite/ecommerce_last_exam:transport_athens_multi_city_338 |
transport_bangkok_accessibility_111 | transport | travel | I am planning a trip from Bangkok to Siem Reap, Cambodia, for a week-long vacation starting June 20, 2025. I use a wheelchair and need fully accessible transport options, including step-free access on trains and buses, and assistance at airports. I also need hotel rooms with roll-in showers and wide doorways, and my bu... | flyaimainsite/ecommerce_last_exam:transport_bangkok_accessibility_111 |
transport_berlin_layover_106 | transport | travel | I have an 8-hour layover at Berlin Brandenburg Airport tomorrow (June 16) before my flight to Tokyo. I want to visit my friend in Szczecin, Poland, so I need round-trip transport options that are fast and reliable. My budget for transport and food is €150, and I prefer direct trains over buses. I also need a quick lunc... | flyaimainsite/ecommerce_last_exam:transport_berlin_layover_106 |
transport_buenos_aires_cargo_125 | transport | travel | Hello, I need to plan a logistics trip from New York to Buenos Aires to deliver medical diagnostic equipment for a trade show at the Centro de Exposiciones on June 21. I use a wheelchair and have a severe peanut allergy, so all flights and hotels must be wheelchair accessible and the hotel must have a restaurant that c... | flyaimainsite/ecommerce_last_exam:transport_buenos_aires_cargo_125 |
transport_chicago_first_class_083 | transport | travel | I'm a senior executive planning a first-class business trip from London to Chicago for a conference starting June 20, 2025. I need to arrive in Chicago by 3 PM local time, and I prefer direct flights if available, but I'm open to a short layover in New York if it's first class. After the conference, I must travel to To... | flyaimainsite/ecommerce_last_exam:transport_chicago_first_class_083 |
transport_copenhagen_budget_hop_342 | transport | travel | I am a solo traveler on a very tight budget. I need to travel from Berlin to Copenhagen, then to Malmö, and finally back to Berlin, preferably using only trains for environmental reasons. My total transport budget is under 150 EUR, and I plan to travel in early July 2025, staying in Copenhagen for 2 nights and Malmö fo... | flyaimainsite/ecommerce_last_exam:transport_copenhagen_budget_hop_342 |
transport_copenhagen_train_network_107 | transport | travel | I am planning a 5-day trip to Copenhagen in late June with my teenage son. We want to use the train network to explore both Copenhagen and the Swedish cities of Malmö and Lund, ideally with a multi-leg journey to see the countryside. Our budget for transport is around 500 DKK per person, and we need to stay in a centra... | flyaimainsite/ecommerce_last_exam:transport_copenhagen_train_network_107 |
transport_dubai_red_eye_118 | transport | travel | I am planning a family trip from London to Dubai with my wife and two children (ages 6 and 10). To save on accommodation, we want to take a red-eye flight departing after 10 PM and arriving in Dubai early in the morning. My wife recently injured her leg and needs wheelchair assistance at the airports, and we will have ... | flyaimainsite/ecommerce_last_exam:transport_dubai_red_eye_118 |
transport_dublin_multi_city_390 | transport | travel | I am planning a multi-city trip from Dublin to Paris with a stopover in London. My father uses a wheelchair, so all transport must be wheelchair accessible. I have a severe nut allergy, so I need nut-free meal options. We need a tight connection in London of less than 90 minutes to maximize time in Paris. Travel dates:... | flyaimainsite/ecommerce_last_exam:transport_dublin_multi_city_390 |
transport_hanoi_island_hop_114 | transport | travel | I am planning a 10-day island hopping trip starting from Hanoi, Vietnam. I want to visit Phu Quoc in Vietnam and then go to Phuket in Thailand, but I also want to see the Ha Long Bay islands. My budget for transport is $800 USD, and I prefer to fly between major cities but use ferries for island transfers. However, I h... | flyaimainsite/ecommerce_last_exam:transport_hanoi_island_hop_114 |
transport_havana_scenic_rail_128 | transport | travel | I am a British traveler planning a 10-day trip to Cuba with my wife, focusing on scenic rail experiences. We want to fly from London Heathrow to Havana on December 20, 2025, and return on December 28, 2025. We need to book a multi-day scenic rail journey that includes the famous Hershey Electric Railway and the classic... | flyaimainsite/ecommerce_last_exam:transport_havana_scenic_rail_128 |
transport_havana_train_network_081 | transport | travel | I am traveling to Cuba for a 10-day trip starting June 20, 2025, and need to explore the island by train, then fly to Cancun, Mexico. I am a solo traveler on a moderate budget of $1500 USD for transport and accommodation, need wheelchair-accessible options, and prefer vegetarian food. Could you help me plan a route fro... | flyaimainsite/ecommerce_last_exam:transport_havana_train_network_081 |
transport_london_train_network_094 | transport | travel | I'm planning a family trip to London and Paris for my 50th birthday in July 2025. We are a family of four (two adults, two children aged 10 and 12). We will start in London on July 10 and need to reach Paris by train the same day. After three nights in Paris, we want to take a train to Brussels for two nights, then ret... | flyaimainsite/ecommerce_last_exam:transport_london_train_network_094 |
transport_melbourne_accessibility_085 | transport | travel | I am planning a trip from Auckland, New Zealand to Melbourne, Australia for my family of four, including my mother who uses a wheelchair. We need wheelchair-accessible transport options. Our budget for transport is AUD 3000 total. We need to depart on 2025-07-10 and return on 2025-07-17. We also need a hotel in Melbour... | flyaimainsite/ecommerce_last_exam:transport_melbourne_accessibility_085 |
transport_mexico_city_cargo_359 | transport | travel | I need to transport a large shipment of antique furniture from New York City to Mexico City, and I will accompany the cargo with my wife. We must arrive in Mexico City by June 20, 2025, and our total budget for transport is $3,000. We prefer to avoid flying if possible, but if necessary, we can fly as long as the cargo... | flyaimainsite/ecommerce_last_exam:transport_mexico_city_cargo_359 |
transport_mumbai_red_eye_352 | transport | travel | I am planning a trip from London to Mumbai departing on the night of July 14th. I need a red-eye flight that arrives early on July 15th so I can maximise my time in India. After arriving, I want to take a train to Pune on the same day and stay there overnight. On July 16th I need to return to Mumbai and then catch a fl... | flyaimainsite/ecommerce_last_exam:transport_mumbai_red_eye_352 |
transport_nairobi_adventure_route_139 | transport | travel | Help me plan a multi-destination family adventure from London to Nairobi and Mombasa over Christmas. I need to book international flights for 4 adults and a toddler (one wheelchair user, severe nut allergy) plus a small dog. My mother uses a wheelchair and has celiac disease, my wife is vegan, I require halal meat, and... | flyaimainsite/ecommerce_last_exam:transport_nairobi_adventure_route_139 |
transport_new_york_first_class_356 | transport | travel | I am planning a luxury trip from London to New York for my 10th wedding anniversary. We are a party of two adults, and we want to travel in first class on the transatlantic leg. We also need a connecting flight from New York to Boston to visit friends, and we want first class on that as well. Our budget is up to $15,00... | flyaimainsite/ecommerce_last_exam:transport_new_york_first_class_356 |
transport_new_york_multi_city_403 | transport | travel | I am planning a multi-city trip from New York to Toronto and Montreal with my wife for our anniversary. We want to travel by train for scenic views but are open to flights if trains are too slow. Our total transport budget is under $500 per person, and we need to stay in 4-star hotels with breakfast included. We are ve... | flyaimainsite/ecommerce_last_exam:transport_new_york_multi_city_403 |
transport_paris_budget_hop_095 | transport | travel | I am traveling from London to Paris on June 16th with my partner, and we want to continue to Brussels on June 17th for a day trip before returning to Paris that evening. We have a very tight budget of under €200 total for transport, and I require wheelchair-accessible transport options as I use a mobility scooter. Addi... | flyaimainsite/ecommerce_last_exam:transport_paris_budget_hop_095 |
transport_queenstown_first_class_369 | transport | travel | I am planning a first-class trip from Sydney to Queenstown, New Zealand, departing on December 15, 2025, and returning on December 18. I prefer to avoid long layovers and would like to compare direct flights versus multi-leg options via Auckland or Christchurch. I have a budget of up to 5000 AUD for all transport, and ... | flyaimainsite/ecommerce_last_exam:transport_queenstown_first_class_369 |
transport_rio_de_janeiro_scenic_rail_362 | transport | travel | We need to get from Rio de Janeiro to São Paulo on July 21, arriving by 6 PM for a family dinner. Our party of 4 includes me (45), my pregnant wife (42), our daughter (12, severe nut allergy), and my mother (72, wheelchair user, requires halal food, and has a service dog). We want to spend the afternoon of July 20 taki... | flyaimainsite/ecommerce_last_exam:transport_rio_de_janeiro_scenic_rail_362 |
transport_rome_first_class_096 | transport | travel | I need to plan a luxurious first-class journey from London to Rome in early July for my partner and me. We want to travel via Paris with a stopover of a few hours to explore the city, and we have a budget of about £5000 total for transport, one night's accommodation, and a visit to the Colosseum. We prefer first-class ... | flyaimainsite/ecommerce_last_exam:transport_rome_first_class_096 |
transport_san_francisco_red_eye_404 | transport | travel | I need to fly from London to San Francisco departing after 10 PM on June 15, as I want a red-eye to save time. My budget is under $1500 for transport. I am a solo traveler, prefer window seats, and need to check in two large suitcases. I also want to spend a day in Amsterdam on the way if possible, but only if the tota... | flyaimainsite/ecommerce_last_exam:transport_san_francisco_red_eye_404 |
transport_seoul_family_transfer_110 | transport | travel | My family of four is relocating from London to Busan, South Korea, and we have booked a connecting flight through Incheon Airport with only 75 minutes between arrival and departure. We have a child with a severe peanut allergy, so we need to ensure safe food options during the journey and at our destination. We also ne... | flyaimainsite/ecommerce_last_exam:transport_seoul_family_transfer_110 |
transport_tokyo_red_eye_391 | transport | travel | I am planning a trip from London to Tokyo for my 5th wedding anniversary with my spouse. We want to take a red-eye flight to save time and arrive in Tokyo on the morning of July 16th. Our budget for all transport (including flights, trains, and any other travel within Japan) is around 1500 GBP total. We prefer direct f... | flyaimainsite/ecommerce_last_exam:transport_tokyo_red_eye_391 |
transport_zanzibar_layover_093 | transport | travel | I have a 24-hour layover in Zanzibar on my way from Johannesburg to Dubai. I would like to use this time to visit a nearby city. I am considering either taking a quick flight to Nairobi, Kenya, or taking a ferry to Dar es Salaam, Tanzania. I am a solo traveler, budget is $300 for transport and accommodation. I need to ... | flyaimainsite/ecommerce_last_exam:transport_zanzibar_layover_093 |
transport_zanzibar_scenic_rail_375 | transport | travel | I am traveling with my wife from Nairobi to Zanzibar from June 15 to June 20, 2025. We want to experience the scenic Tanzania Railway from Arusha to Dar es Salaam, but we are worried about the train's seasonal closure during the rainy season. We also need to catch a ferry from Dar to Zanzibar with a tight connection, a... | flyaimainsite/ecommerce_last_exam:transport_zanzibar_scenic_rail_375 |
transport_zurich_first_class_382 | transport | travel | I am planning a first-class trip from London to Zurich for my wife and me to celebrate our 10th wedding anniversary. We want to depart on June 20, 2025, and return on June 25, 2025. We prefer first-class train travel with a stop in Paris for one night. Our budget is up to £3,000 per person for transport and accommodati... | flyaimainsite/ecommerce_last_exam:transport_zurich_first_class_382 |
a1_culture_immerse-0011 | travel_domestic | e_commerce | I'm planning a solo 5-day trip to Lhasa focused on cultural immersion, with a budget around 5000 CNY. I want to visit the Potala Palace, Jokhang Temple, watch the monk debates at Sera Monastery, and the Tibet Museum. By the way, do I need to book Potala Palace tickets 7 days in advance? Can I get between these downtown... | flyaimainsite/ecommerce_last_exam:a1_culture_immerse-0011 |
a1_kid_explore-0003 | travel_domestic | e_commerce | I want to take my 8-year-old son to Chengdu for a three-day trip this summer, mainly to see giant pandas and visit science museums. Family of three with a budget of 5000 RMB. What time should we go to the panda base to see pandas when they are most active? Also, which is better for elementary school kids - Chengdu Scie... | flyaimainsite/ecommerce_last_exam:a1_kid_explore-0003 |
a1_solo_healing-0005 | travel_domestic | e_commerce | I want to spend a week in Chengdu by myself for a slow-paced trip, budget around 5000 CNY, just wanting to experience the local rhythm. I saw someone recommend Heming Tea House in People's Park, saying you can drink tea and space out for an entire afternoon -- what other places have that vibe? I also want to bike betwe... | flyaimainsite/ecommerce_last_exam:a1_solo_healing-0005 |
a2_honeymoon_line-0017 | travel_domestic | e_commerce | My husband and I just got our marriage certificate, and we want to take a six-day honeymoon trip along the Changsha-Zhangjiajie-Fenghuang route through western Hunan while we're still in the newlywed glow. Our budget for the two of us is 14,000 CNY, and we want nice accommodations — no compromising on where we stay. Ho... | flyaimainsite/ecommerce_last_exam:a2_honeymoon_line-0017 |
a2_senior_comfort-0007 | travel_domestic | e_commerce | My spouse and I are planning a five-day seaside recuperation trip along the Qingdao (Qingdao)-Yantai (Yantai)-Weihai (Weihai) route, with a total budget of 10,000 CNY for the two of us. I'd like to know whether first-class seats are comfortable enough for each train segment or if we need business class. Also, does each... | flyaimainsite/ecommerce_last_exam:a2_senior_comfort-0007 |
a2_theme_trail-0020 | travel_domestic | e_commerce | Four of us buddies are planning to take the southern Yunnan ethnic minority trail: Kunming - Stone Forest (Shilin) - Yuanyang - Jianshui - Mengzi, about seven days, each person's budget capped at 2500 CNY, saving where we can. First, are there trains from Kunming to Jianshui? We want to save time and not take a long-di... | flyaimainsite/ecommerce_last_exam:a2_theme_trail-0020 |
a3_japan_free-0013 | travel_international | e_commerce | My boyfriend and I are planning a winter trip to see the illumination at Shirakawa-go in Japan, plus exploring Takayama together for four days. Our budget for two is around 18,000 CNY, and we want to stay at nice places and eat well without cutting corners. After flying from Shanghai to Nagoya, what's the most convenie... | flyaimainsite/ecommerce_last_exam:a3_japan_free-0013 |
a3_thailand_budget-0005 | travel_international | e_commerce | Five of us classmates are planning a budget trip to Thailand for eight days this summer. Each person's budget is only 2500 CNY, saving wherever possible. We want to visit Bangkok, Chiang Mai, and Chiang Rai. First, can we get a cheaper deal on flights from Shanghai to Bangkok if all five of us book together? Then for B... | flyaimainsite/ecommerce_last_exam:a3_thailand_budget-0005 |
a3_thailand_budget-0020 | travel_international | e_commerce | My bestie and I want to go to Bangkok for three days purely for photo-taking and check-ins, our budget is tight with a cap of 3500 per person, save wherever we can haha. Are there any budget airlines flying direct from Xi'an to Bangkok? I'm looking for a cheap direct flight. Among the Grand Palace, Wat Arun, and the Er... | flyaimainsite/ecommerce_last_exam:a3_thailand_budget-0020 |
a4_camping_gear-0015 | outdoor_gear | e_commerce | My boyfriend and I want to go camping for two days at the back mountain of Qingcheng Mountain (Qingcheng Houshan) to watch the stars, with a budget of 2000 CNY for both of us. How far is it to drive there from Chengdu? Which entrance is convenient for parking? Also, at over 1000 meters elevation in autumn, it must be p... | flyaimainsite/ecommerce_last_exam:a4_camping_gear-0015 |
a4_hiking_trek-0011 | outdoor_gear | e_commerce | The three of us brothers are planning to hike the Ao-Tai (Aotai) route, a five-day high-difficulty traverse, with a budget of 3000 CNY per person. First, let's talk transportation — what's the most convenient way to get from Xi'an to the Taibai Mountain (Taibaishan) or Ao Mountain (Aoshan) trailhead? Then there's the g... | flyaimainsite/ecommerce_last_exam:a4_hiking_trek-0011 |
a4_hiking_trek-0013 | outdoor_gear | e_commerce | I want to solo hike the Duku Highway (Duku Gonglu) during summer break, planning to complete the entire route by combining hiking and hitchhiking over about eight days, with a budget around 6000 CNY. I'd like to know which sections of the Duku Highway are hikeable and which require a vehicle? Also, Xinjiang has extreme... | flyaimainsite/ecommerce_last_exam:a4_hiking_trek-0013 |
b1_trip_gear_basic-0010 | travel_gear | e_commerce | Next week, three of us besties are going to Sanya (Sanya) for a five-day island vacation~ We definitely need to buy waterproof phone pouches, but I've looked around and the prices range from 9.9 to 89 CNY — the difference is crazy! Can the cheap ones actually keep water out? Also, I'm torn about snorkeling masks — shou... | flyaimainsite/ecommerce_last_exam:b1_trip_gear_basic-0010 |
b1_trip_pet-0015 | travel_gear | e_commerce | I'm going back to my hometown for 15 days during Chinese New Year, and I have a Husky at home with no one to look after it. It's giving me a huge headache. I asked a few pet boarding places before, and for large dogs it's over 200 per day — that's at least 3000 for 15 days, which I absolutely can't afford. Then I thoug... | flyaimainsite/ecommerce_last_exam:b1_trip_pet-0015 |
b2_esports-0002 | entertainment | e_commerce | Me and the boys made plans — 4 of us going from Nanjing to Shanghai to watch the DOTA2 TI Grand Finals. TI is our religion so the money has to be spent. Checked the tickets and they're 1280 each, 5120 for four — not cheap but we're going all in. High-speed rail from Nanjing takes about an hour and a half which is prett... | flyaimainsite/ecommerce_last_exam:b2_esports-0002 |
b3_budget_optimize-0010 | shopping_strategy | e_commerce | A family of five with elderly and young children is going to Qingdao (Qingdao) for 5 days, and the budget is only 10,000 CNY, which is quite tight. Here's roughly how I've calculated it: Round-trip high-speed rail for 5 people is about 3,000, which saves a lot compared to flying; then for accommodation I want to book n... | flyaimainsite/ecommerce_last_exam:b3_budget_optimize-0010 |
b3_duty_free-0019 | shopping_strategy | e_commerce | My girlfriend and I are flying from Beijing to Dubai for a transit, and we have 8 hours in between. I heard that Dubai airport duty-free shops are the cheapest in the world, so we want to make the most of our layover shopping. I read in travel guides that gold and chocolate are the best deals, and cosmetics aren't nece... | flyaimainsite/ecommerce_last_exam:b3_duty_free-0019 |
b3_gear_substitute-0006 | shopping_strategy | e_commerce | Five of us classmates are planning to go skiing at Changbai Mountain (Changbaishan). We're all complete beginners so it's not worth buying new gear. That Descente ski suit set costs 2000 per set, but someone on second-hand marketplace is selling the same model worn once last year for only 800 which seems okay? Then the... | flyaimainsite/ecommerce_last_exam:b3_gear_substitute-0006 |
b3_local_vs_online-0020 | shopping_strategy | e_commerce | I'm back from the UK and currently in Changsha. I want to buy some stinky tofu and Chayan Yuese (tea brand) merchandise as souvenirs for my colleagues. I checked and Huogongdian (Fire Palace) Pozi Street Main Store has vacuum-packed stinky tofu at 35 CNY per pack but the shelf life is only a few days — can I bring this... | flyaimainsite/ecommerce_last_exam:b3_local_vs_online-0020 |
b3_rental_vs_buy-0012 | shopping_strategy | e_commerce | Next week I'm taking my girlfriend to Wuhan (Wuhan) to photograph cherry blossoms. I want to get a telephoto lens for close-up shots — my everyday kit zoom is more than enough normally, so there's no need to buy one. I checked the Sony 70-200 F4: the online marketplace has it at 6499 CNY from an official store, another... | flyaimainsite/ecommerce_last_exam:b3_rental_vs_buy-0012 |
b4_baby_food-0008 | food_cooking | e_commerce | I'm taking my 14-month-old twins to Shenzhen for 3 days, and dealing with double the baby food for two babies is really overwhelming. Can Hema Fresh deliver enough baby food for both babies for 3 days in one order, or do I need to split into multiple orders? Also, I'm thinking about ordering double quantities of Gerber... | flyaimainsite/ecommerce_last_exam:b4_baby_food-0008 |
b4_baby_food-0020 | food_cooking | e_commerce | Our family of six (grandparents + parents + 3-year-old sister + 11-month-old brother) is planning a 3-day trip to Chimelong Ocean Resort in Zhuhai. The biggest headache is feeding the little one. I want to know: are there places inside the Chimelong park where you can buy baby food? Have any moms who've been there shar... | flyaimainsite/ecommerce_last_exam:b4_baby_food-0020 |
b4_cook_apartment-0008 | food_cooking | e_commerce | A family of five (my parents + my spouse and I + our kid) is going on vacation to Qingdao (Qingdao). We booked an apartment for 5 days with a fully equipped kitchen. My parents are from Sichuan and think the local food doesn't taste right, so they insist on cooking hometown dishes themselves haha. I'm wondering if Hema... | flyaimainsite/ecommerce_last_exam:b4_cook_apartment-0008 |
End of preview. Expand in Data Studio
E-Commerce Last Exam
A benchmark for evaluating LLM agents on 120 real-world travel planning and e-commerce tool-use tasks. Each task runs in an isolated Docker container with domain-specific CLI tools and SQLite databases. Agents must search, analyze, and produce structured recommendations.
- Repository: alibaba-flyai/ecommerce_last_exam
- Evaluation CLI: flyai-bench (
pip install flyai-bench) - Leaderboard: FlyaiLab/ecommerce_last_exam_leaderboard
Dataset Summary
E-Commerce Last Exam consists of 120 tasks across two configs:
| Config | Tasks | Domains |
|---|---|---|
travel |
77 | Hotel booking, transport routing, attraction planning |
e_commerce |
43 | Travel gear, food, electronics, lifestyle shopping |
Each task provides a natural-language user question and a pre-built Docker image containing the environment (CLI tools, databases, test harness). Agents interact with the environment via tool calls and produce a structured answer scored 0.00 - 1.00.
Data Fields
| Field | Type | Description |
|---|---|---|
instance_id |
string | Unique task identifier (e.g., attraction_auckland_extreme_sports_415) |
domain |
string | Task domain (e.g., attraction, hotel, transport, consume) |
config |
string | Benchmark config: travel or e_commerce |
user_question |
string | Natural-language task description |
docker_image |
string | Docker image for the task environment |
Usage
from datasets import load_dataset
# Load all 120 tasks
ds = load_dataset("FlyaiLab/ecommerce_last_exam", split="test")
# Load only travel tasks (77)
ds_travel = load_dataset("FlyaiLab/ecommerce_last_exam", "travel", split="test")
# Load only e-commerce tasks (43)
ds_ecom = load_dataset("FlyaiLab/ecommerce_last_exam", "e_commerce", split="test")
Evaluation
pip install flyai-bench
# Run evaluation on travel config
flyai-bench run --dataset-config travel --limit 5 --dry-run
flyai-bench run --dataset-config travel
# Generate report and submit
flyai-bench report
flyai-bench submit --model your-model --provider your-provider
See the GitHub repository for full documentation.
Citation
If you use this benchmark, please cite:
@misc{ecommerce_last_exam,
title={E-Commerce Last Exam: A Benchmark for LLM Agent Evaluation on Real-World Tool-Use Tasks},
author={FlyaiLab},
year={2026},
url={https://huggingface.co/datasets/FlyaiLab/ecommerce_last_exam}
}
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