lokalni.ailokalni.ai⁄Umí agenti česky? Část 3: Zákaznická podpora

English vs Czech · task 25

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tasks in both (trial 1): 0 1 10 100 101 102 103 104 105 106 107 108 109 11 110 111 112 113 12 13 14 15 16 17 18 19 2 20 21 22 23 24 25 26 27 28 29 3 30 31 32 33 34 35 36 37 38 39 4 40 41 42 43 44 45 46 47 48 49 5 50 51 52 53 54 55 56 57 58 59 6 60 61 62 63 64 65 66 67 68 69 7 70 71 72 73 74 75 76 77 78 79 8 80 81 82 83 84 85 86 87 88 89 9 90 91 92 93 94 95 96 97 98 99
Customer briefuser simulator only
reason for call
You have an order sent to Texas by accident, and you want to know the tracking number of the order, and return all items in it except the pet bed. You want the refund to your amex credit card, and if the agent cannot help, transfer to a human. You don't remember the order number. It is urgent.
known to the user
You are Isabella Johansson, and you live in zipcode 32286.
deliberately unknown
You do not remember your email address
how to behave
.
What L2 Interaction changedboth, differently
appended to the agent's policy (agent_system):
You must respond to the user entirely in the same language they use. If the user writes in Czech, you must reply in Czech. If the task mentions actions the user can perform on their own device, ask the user to do them in plain language rather than treating them as tools. Authentication and identifiers: never invent or guess identifiers, email addresses, names, zip codes, order IDs, product IDs, item IDs, or payment method IDs.
prepended to the customer brief (user_system):
You must converse with the agent entirely in Czech (čeština). Do not use English except for proper nouns, product IDs, or technical terms that have no Czech equivalent. However, always use English for the following: tool names, tool argument names, and any argument values that are system-defined and non-translatable — including entity identifiers (e.g., IDs, reference codes, alphanumeric keys), enumerated constants (e.g., predefined status values, option keys, category codes), and any fixed string that serves as a valid system input rather than natural language.
opening turn (greeting):
English:
Hi! How can I help you today?
Czech:
Dobrý den! Jak vám mohu dnes pomoci?
Everything else — task, tools, policy body, database, seed — is identical between the two columns.
Agent policy (system prompt)agent only
# Retail agent policy As a retail agent, you can help users: - **cancel or modify pending orders** - **return or exchange delivered orders** - **modify their default user address** - **provide information about their own profile, orders, and related products** At the beginning of the conversation, you have to authenticate the user identity by locating their user id via email, or via name + zip code. This has to be done even when the user already provides the user id. Once the user has been authenticated, you can provide the user with information about order, product, profile information, e.g. help the user look up order id. You can only help one user per conversation (but you can handle multiple requests from the same user), and must deny any requests for tasks related to any other user. Before taking any action that updates the database (cancel, modify, return, exchange), you must list the action details and obtain explicit user confirmation (yes) to proceed. You should not make up any information or knowledge or procedures not provided by the user or the tools, or give subjective recommendations or comments. You should at most make one tool call at a time, and if you take a tool call, you should not respond to the user at the same time. If you respond to the user, you should not make a tool call at the same time. You should deny user requests that are against this policy. You should transfer the user to a human agent if and only if the request cannot be handled within the scope of your actions. To transfer, first make a tool call to transfer_to_human_agents, and then send the message 'YOU ARE BEING TRANSFERRED TO A HUMAN AGENT. PLEASE HOLD ON.' to the user. ## Domain basic - All times in the database are EST and 24 hour based. For example "02:30:00" means 2:30 AM EST. ### User Each user has a profile containing: - unique user id - email - default address - payment methods. There are three types of payment methods: **gift card**, **paypal account**, **credit card**. ### Product Our retail store has 50 types of products. For each **type of product**, there are **variant items** of different **options**. For example, for a 't-shirt' product, there could be a variant item with option 'color blue size M', and another variant item with option 'color red size L'. Each product has the following attributes: - unique product id - name - list of variants Each variant item has the following attributes: - unique item id - information about the value of the product options for this item. - availability - price Note: Product ID and Item ID have no relations and should not be confused! ### Order Each order has the following attributes: - unique order id - user id - address - items ordered - status - fullfilments info (tracking id and item ids) - payment history The status of an order can be: **pending**, **processed**, **delivered**, or **cancelled**. Orders can have other optional attributes based on the actions that have been taken (cancellation reason, which items have been exchanged, what was the exchane price difference etc) ## Generic action rules Generally, you can only take action on pending or delivered orders. Exchange or modify order tools can only be called once per order. Be sure that all items to be changed are collected into a list before making the tool call!!! ## Cancel pending order An order can only be cancelled if its status is 'pending', and you should check its status before taking the action. The user needs to confirm the order id and the reason (either 'no longer needed' or 'ordered by mistake') for cancellation. Other reasons are not acceptable. After user confirmation, the order status will be changed to 'cancelled', and the total will be refunded via the original payment method immediately if it is gift card, otherwise in 5 to 7 business days. ## Modify pending order An order can only be modified if its status is 'pending', and you should check its status before taking the action. For a pending order, you can take actions to modify its shipping address, payment method, or product item options, but nothing else. ### Modify payment The user can only choose a single payment method different from the original payment method. If the user wants the modify the payment method to gift card, it must have enough balance to cover the total amount. After user confirmation, the order status will be kept as 'pending'. The original payment method will be refunded immediately if it is a gift card, otherwise it will be refunded within 5 to 7 business days. ### Modify items This action can only be called once, and will change the order status to 'pending (items modifed)'. The agent will not be able to modify or cancel the order anymore. So you must confirm all the details are correct and be cautious before taking this action. In particular, remember to remind the customer to confirm they have provided all the items they want to modify. For a pending order, each item can be modified to an available new item of the same product but of different product option. There cannot be any change of product types, e.g. modify shirt to shoe. The user must provide a payment method to pay or receive refund of the price difference. If the user provides a gift card, it must have enough balance to cover the price difference. ## Return delivered order An order can only be returned if its status is 'delivered', and you should check its status before taking the action. The user needs to confirm the order id and the list of items to be returned. The user needs to provide a payment method to receive the refund. The refund must either go to the original payment method, or an existing gift card. After user confirmation, the order status will be changed to 'return requested', and the user will receive an email regarding how to return items. ## Exchange delivered order An order can only be exchanged if its status is 'delivered', and you should check its status before taking the action. In particular, remember to remind the customer to confirm they have provided all items to be exchanged. For a delivered order, each item can be exchanged to an available new item of the same product but of different product option. There cannot be any change of product types, e.g. modify shirt to shoe. The user must provide a payment method to pay or receive refund of the price difference. If the user provides a gift card, it must have enough balance to cover the price difference. After user confirmation, the order status will be changed to 'exchange requested', and the user will receive an email regarding how to return items. There is no need to place a new order.
User-simulator guidelinesuser simulator only
# User Simulation Guidelines You are playing the role of a customer contacting a customer service representative. Your goal is to simulate realistic customer interactions while following specific scenario instructions. ## Core Principles - Generate one message at a time, maintaining natural conversation flow. - Strictly follow the scenario instructions you have received. - Never make up or hallucinate information not provided in the scenario instructions. Information that is not provided in the scenario instructions should be considered unknown or unavailable. - Avoid repeating the exact instructions verbatim. Use paraphrasing and natural language to convey the same information - Disclose information progressively. Wait for the agent to ask for specific information before providing it. ## Task Completion - The goal is to continue the conversation until the task is complete. - If the instruction goal is satisified, generate the '###STOP###' token to end the conversation. - If you are transferred to another agent, generate the '###TRANSFER###' token to indicate the transfer. - If you find yourself in a situation in which the scenario does not provide enough information for you to continue the conversation, generate the '###OUT-OF-SCOPE###' token to end the conversation. Remember: The goal is to create realistic, natural conversations while strictly adhering to the provided instructions and maintaining character consistency.
prepended to the customer brief by --lang-components user_system. Reconstructed from seatau.translation.language: unlike the agent policy, this text is not recorded in results.json.
You must converse with the agent entirely in Czech (čeština). Do not use English except for proper nouns, product IDs, or technical terms that have no Czech equivalent. However, always use English for the following: tool names, tool argument names, and any argument values that are system-defined and non-translatable — including entity identifiers (e.g., IDs, reference codes, alphanumeric keys), enumerated constants (e.g., predefined status values, option keys, category codes), and any fixed string that serves as a valid system input rather than natural language.
How this was gradedneither party
database actions required
  • find_user_id_by_name_zip({"first_name": "Isabella", "last_name": "Johansson", "zip": "32286"})
  • get_user_details({"user_id": "isabella_johansson_2152"})
  • get_order_details({"order_id": "#W3792453"})
  • get_order_details({"order_id": "#W7181492"})
  • get_order_details({"order_id": "#W5565470"})
  • get_order_details({"order_id": "#W2575533"})
reward basis
DB, NL_ASSERTION

English

reward 1.00 · DB 1.00 · NL_ASSERTION 1.00 · language 1.00 (5/5 turns in en) · 162s · user_stop
agent
Hi! How can I help you today?
user
Hi, this is urgent — I have an order that was accidentally shipped to Texas, and I need help tracking it down and returning most of the items. Can you help me with that?
agent
I'm sorry to hear that your order was shipped to the wrong location. I can certainly help you with tracking and returning your items. To get started, I'll need to verify your identity. Could you please provide your email address, or your first and last name along with your zip code?
user
I don't remember which email I used, but my name is Isabella Johansson and my zip code is 32286.
agent
→ find_user_id_by_name_zip({"first_name": "Isabella", "last_name": "Johansson", "zip": "32286"})
tool result
isabella_johansson_2152
agent
→ get_user_details({"user_id": "isabella_johansson_2152"})
tool result
{"user_id": "isabella_johansson_2152", "name": {"first_name": "Isabella", "last_name": "Johansson"}, "address": {"address1": "313 Chestnut Street", "address2": "Suite 537", "city": "Jacksonville", "country": "USA", "state": "FL", "zip": "32286"}, "email": "isabella.johansson9391@example.com", "payment_methods": {"paypal_3024827": {"source": "paypal", "id": "paypal_3024827"}}, "orders": ["#W3792453", "#W7181492", "#W5565470", "#W2575533"]}
agent
I've found your account. To help you track down the order shipped to Texas and process the returns, could you please tell me which order you're referring to? If you're not sure, I can look through your recent orders for you.
user
I don't remember the order number, but it's the one that was accidentally sent to Texas. Can you look through my recent orders to find it?
agent
→ get_order_details({"order_id": "#W3792453"})
tool result
{"order_id": "#W3792453", "user_id": "isabella_johansson_2152", "address": {"address1": "313 Chestnut Street", "address2": "Suite 537", "city": "Jacksonville", "country": "USA", "state": "FL", "zip": "32286"}, "items": [{"name": "Skateboard", "product_id": "1968349452", "item_id": "4293355847", "price": 200.8, "options": {"deck material": "bamboo", "length": "31 inch", "design": "plain"}}], "status": "delivered", "fulfillments": [{"tracking_id": ["908856694334"], "item_ids": ["4293355847"]}], "payment_history": [{"transaction_type": "payment", "amount": 200.8, "payment_method_id": "paypal_3024827"}], "cancel_reason": null, "exchange_items": null, "exchange_new_items": null, "exchange_payment_method_id": null, "exchange_price_difference": null, "return_items": null, "return_payment_method_id": null}
agent
→ get_order_details({"order_id": "#W7181492"})
tool result
{"order_id": "#W7181492", "user_id": "isabella_johansson_2152", "address": {"address1": "313 Chestnut Street", "address2": "Suite 537", "city": "Jacksonville", "country": "USA", "state": "FL", "zip": "32286"}, "items": [{"name": "Garden Hose", "product_id": "6679515468", "item_id": "5753502325", "price": 96.35, "options": {"length": "25ft", "material": "rubber", "color": "green"}}, {"name": "Backpack", "product_id": "2524789262", "item_id": "9851293632", "price": 193.38, "options": {"color": "green", "size": "small", "material": "polyester", "compartment": "camera"}}, {"name": "Bookshelf", "product_id": "8600330539", "item_id": "3778705663", "price": 473.48, "options": {"material": "metal", "color": "black", "height": "6 ft"}}, {"name": "Hiking Boots", "product_id": "7363354090", "item_id": "8118291112", "price": 260.56, "options": {"size": "12", "material": "leather", "waterproof": "no"}}, {"name": "Coffee Maker", "product_id": "7996920482", "item_id": "3020722515", "price": 238.64, "options": {"color": "black", "capacity": "1 cup", "type": "french press", "features": "auto shutoff"}}], "status": "delivered", "fulfillments": [{"tracking_id": ["418708581751"], "item_ids": ["5753502325", "9851293632", "3778705663", "8118291112", "3020722515"]}], "payment_history": [{"transaction_type": "payment", "amount": 1262.41, "payment_method_id": "paypal_3024827"}], "cancel_reason": null, "exchange_items": null, "exchange_new_items": null, "exchange_payment_method_id": null, "exchange_price_difference": null, "return_items": null, "return_payment_method_id": null}
agent
→ get_order_details({"order_id": "#W5565470"})
tool result
{"order_id": "#W5565470", "user_id": "isabella_johansson_2152", "address": {"address1": "812 Cedar Avenue", "address2": "Suite 500", "city": "Houston", "country": "USA", "state": "TX", "zip": "77129"}, "items": [{"name": "Electric Kettle", "product_id": "1075968781", "item_id": "7602931732", "price": 153.25, "options": {"capacity": "1L", "material": "stainless steel", "color": "black"}}, {"name": "Mechanical Keyboard", "product_id": "1656367028", "item_id": "9570044148", "price": 231.37, "options": {"switch type": "linear", "backlight": "none", "size": "full size"}}, {"name": "Pet Bed", "product_id": "2747247837", "item_id": "6857426243", "price": 196.53, "options": {"size": "medium", "material": "fleece", "color": "grey"}}], "status": "delivered", "fulfillments": [{"tracking_id": ["907614527588"], "item_ids": ["7602931732", "9570044148", "6857426243"]}], "payment_history": [{"transaction_type": "payment", "amount": 581.15, "payment_method_id": "paypal_3024827"}], "cancel_reason": null, "exchange_items": null, "exchange_new_items": null, "exchange_payment_method_id": null, "exchange_price_difference": null, "return_items": null, "return_payment_method_id": null}
agent
I've found the order! Order #W5565470 was delivered to Houston, Texas. The tracking ID for this order is **907614527588**. The items in this order are: - Electric Kettle - Mechanical Keyboard - Pet Bed You mentioned you'd like to return most of the items. Could you please let me know which specific items you want to return? Also, please let me know which payment method you'd like to use for the refund (it must be the original payment method or an existing gift card).
user
I want to return the Electric Kettle and the Mechanical Keyboard, but keep the Pet Bed. Please refund the returned items to my Amex credit card.
agent
I'm sorry, but I don't see an Amex credit card associated with your account. According to our policy, refunds must be issued to either the original payment method or an existing gift card on your profile. For order #W5565470, the original payment method was your PayPal account (paypal_3024827). Would you like me to process the refund for the Electric Kettle and Mechanical Keyboard to that PayPal account instead?
user
I really need the refund to go to my Amex card. If you can't do that, I'd like to speak with a human agent who can help me with this.
agent
→ transfer_to_human_agents({"summary": "User Isabella Johansson (isabella_johansson_2152) wants to return an Electric Kettle and Mechanical Keyboard from order #W5565470. However, she insists on receiving the refund on an Amex credit card, which is not the original payment method (PayPal) nor is it on her profile. Since I cannot process refunds to a non-original/non-gift card payment method, she has requested to speak with a human agent."})
tool result
Transfer successful
agent
YOU ARE BEING TRANSFERRED TO A HUMAN AGENT. PLEASE HOLD ON.
user
###TRANSFER###

Czech

reward 1.00 · DB 1.00 · NL_ASSERTION 1.00 · language 0.80 (4/5 turns in cs) · 186s · user_stop
Czech language judge: 1 major 1 minor
agent
Dobrý den! Jak vám mohu dnes pomoci?
user
Dobrý den! Potřebuji naléhavě pomoct s mojí objednávkou. Byla totiž omylem odeslána do Texasu, což je špatně. Chtěla bych zjistit její sledovací číslo a také vrátit všechny položky kromě pelíšku pro mazlíčka. Je to opravdu urgentní.
agent
Abych vám mohla pomoci s vaší objednávkou, musím nejprve ověřit vaši identitu. Mohli byste mi prosím poskytnout svůj e-mail, nebo své jméno a PSČ?
user
Bohužel si nepamatuji svou e-mailovou adresu, ale můžu vám dát své jméno a PSČ. Jmenuji se Isabella Johansson a moje PSČ je 32286.
agent
→ find_user_id_by_name_zip({"first_name": "Isabella", "last_name": "Johansson", "zip": "32286"})
tool result
isabella_johansson_2152
agent
→ get_user_details({"user_id": "isabella_johansson_2152"})
tool result
{"user_id": "isabella_johansson_2152", "name": {"first_name": "Isabella", "last_name": "Johansson"}, "address": {"address1": "313 Chestnut Street", "address2": "Suite 537", "city": "Jacksonville", "country": "USA", "state": "FL", "zip": "32286"}, "email": "isabella.johansson9391@example.com", "payment_methods": {"paypal_3024827": {"source": "paypal", "id": "paypal_3024827"}}, "orders": ["#W3792453", "#W7181492", "#W5565470", "#W2575533"]}
agent
→ get_order_details({"order_id": "#W3792453"})
→ get_order_details({"order_id": "#W7181492"})
→ get_order_details({"order_id": "#W5565470"})
→ get_order_details({"order_id": "#W2575533"})
tool result
{"order_id": "#W3792453", "user_id": "isabella_johansson_2152", "address": {"address1": "313 Chestnut Street", "address2": "Suite 537", "city": "Jacksonville", "country": "USA", "state": "FL", "zip": "32286"}, "items": [{"name": "Skateboard", "product_id": "1968349452", "item_id": "4293355847", "price": 200.8, "options": {"deck material": "bamboo", "length": "31 inch", "design": "plain"}}], "status": "delivered", "fulfillments": [{"tracking_id": ["908856694334"], "item_ids": ["4293355847"]}], "payment_history": [{"transaction_type": "payment", "amount": 200.8, "payment_method_id": "paypal_3024827"}], "cancel_reason": null, "exchange_items": null, "exchange_new_items": null, "exchange_payment_method_id": null, "exchange_price_difference": null, "return_items": null, "return_payment_method_id": null}
tool result
{"order_id": "#W7181492", "user_id": "isabella_johansson_2152", "address": {"address1": "313 Chestnut Street", "address2": "Suite 537", "city": "Jacksonville", "country": "USA", "state": "FL", "zip": "32286"}, "items": [{"name": "Garden Hose", "product_id": "6679515468", "item_id": "5753502325", "price": 96.35, "options": {"length": "25ft", "material": "rubber", "color": "green"}}, {"name": "Backpack", "product_id": "2524789262", "item_id": "9851293632", "price": 193.38, "options": {"color": "green", "size": "small", "material": "polyester", "compartment": "camera"}}, {"name": "Bookshelf", "product_id": "8600330539", "item_id": "3778705663", "price": 473.48, "options": {"material": "metal", "color": "black", "height": "6 ft"}}, {"name": "Hiking Boots", "product_id": "7363354090", "item_id": "8118291112", "price": 260.56, "options": {"size": "12", "material": "leather", "waterproof": "no"}}, {"name": "Coffee Maker", "product_id": "7996920482", "item_id": "3020722515", "price": 238.64, "options": {"color": "black", "capacity": "1 cup", "type": "french press", "features": "auto shutoff"}}], "status": "delivered", "fulfillments": [{"tracking_id": ["418708581751"], "item_ids": ["5753502325", "9851293632", "3778705663", "8118291112", "3020722515"]}], "payment_history": [{"transaction_type": "payment", "amount": 1262.41, "payment_method_id": "paypal_3024827"}], "cancel_reason": null, "exchange_items": null, "exchange_new_items": null, "exchange_payment_method_id": null, "exchange_price_difference": null, "return_items": null, "return_payment_method_id": null}
tool result
{"order_id": "#W5565470", "user_id": "isabella_johansson_2152", "address": {"address1": "812 Cedar Avenue", "address2": "Suite 500", "city": "Houston", "country": "USA", "state": "TX", "zip": "77129"}, "items": [{"name": "Electric Kettle", "product_id": "1075968781", "item_id": "7602931732", "price": 153.25, "options": {"capacity": "1L", "material": "stainless steel", "color": "black"}}, {"name": "Mechanical Keyboard", "product_id": "1656367028", "item_id": "9570044148", "price": 231.37, "options": {"switch type": "linear", "backlight": "none", "size": "full size"}}, {"name": "Pet Bed", "product_id": "2747247837", "item_id": "6857426243", "price": 196.53, "options": {"size": "medium", "material": "fleece", "color": "grey"}}], "status": "delivered", "fulfillments": [{"tracking_id": ["907614527588"], "item_ids": ["7602931732", "9570044148", "6857426243"]}], "payment_history": [{"transaction_type": "payment", "amount": 581.15, "payment_method_id": "paypal_3024827"}], "cancel_reason": null, "exchange_items": null, "exchange_new_items": null, "exchange_payment_method_id": null, "exchange_price_difference": null, "return_items": null, "return_payment_method_id": null}
tool result
{"order_id": "#W2575533", "user_id": "isabella_johansson_2152", "address": {"address1": "313 Chestnut Street", "address2": "Suite 537", "city": "Jacksonville", "country": "USA", "state": "FL", "zip": "32286"}, "items": [{"name": "Vacuum Cleaner", "product_id": "1762337868", "item_id": "4806644905", "price": 658.89, "options": {"type": "robotic", "bagged/bagless": "bagless", "features": "cordless"}}, {"name": "Portable Charger", "product_id": "6942297802", "item_id": "8349903180", "price": 102.07, "options": {"capacity": "20000mAh", "output": "Wireless", "color": "black"}}, {"name": "E-Reader", "product_id": "3801771308", "item_id": "9494281769", "price": 252.06, "options": {"screen size": "8-inch", "connectivity": "Wi-Fi", "storage": "8GB"}}, {"name": "Garden Hose", "product_id": "6679515468", "item_id": "5206946487", "price": 95.08, "options": {"length": "50ft", "material": "vinyl", "color": "black"}}, {"name": "Office Chair", "product_id": "4794339885", "item_id": "8323284863", "price": 511.24, "options": {"material": "fabric", "color": "blue", "armrest": "adjustable", "backrest height": "standard"}}], "status": "pending", "fulfillments": [], "payment_history": [{"transaction_type": "payment", "amount": 1619.34, "payment_method_id": "paypal_3024827"}], "cancel_reason": null, "exchange_items": null, "exchange_new_items": null, "exchange_payment_method_id": null, "exchange_price_difference": null, "return_items": null, "return_payment_method_id": null}
agent
Vaše objednávka s číslem #W5565470, která byla odeslána do Texasu, má sledovací číslo 907614527588. Pokud jde o vrácení zboží, z této objednávky byste chtěla vrátit následující položky: - Elektrická konvice (Electric Kettle) - Mechanická klávesnice (Mechanical Keyboard) Vrácení by bylo provedeno pro objednávku #W5565470MINOR'Vrácení provedeno pro objednávku' is a calque of English 'the return would be made for order'. A native speaker would write 'Vrácení by se vztahovalo k objednávce #W5565470' or 'Vrácení by bylo zpracováno k objednávce #W5565470'. a vrácení peněz by proběhlo na váš původní způsob platby (PayPal paypal_3024827). Můžete mi prosím potvrdit, zda jsou tyto údaje správné a zda chcete s vrácením pokračovat?
user
Ano, sledovací číslo 907614527588 je to, co jsem potřebovala, děkuji! A ano, chci vrátit elektrickou konvici a mechanickou klávesnici – pelíšek pro mazlíčka si nechávám. Ale s tím vrácením peněz mám jednu prosbu – nechci refundaci na PayPal, chtěla bych ji na svou kreditní kartu Amex. Je to možné?
agent
Bohužel, vrácení peněz může být provedeno pouze na původní způsob platby nebo na existující dárkovou kartu. V vašem profilu nemám záznamMAJORThe preposition must be 've' (not 'v') before a word beginning with v/f + consonant: 'Ve vašem profilu'. This is a firm Czech orthographic/grammar rule. o kreditní kartě Amex, a proto vám peníze na ni nemohu poslat. Můžeme tedy pokračovat ve vrácení peněz na váš původní PayPal účet (paypal_3024827)? Pokud ano, prosím o potvrzení.
user
Rozumím, ale pro mě je důležité dostat peníze na tu Amex kartu. Pokud mi s tím nemůžete pomoci, chtěla bych být přepojena na živého operátora, který by to mohl vyřešit. Je to opravdu urgentní.
agent
→ transfer_to_human_agents({"summary": "User Isabella Johansson (isabella_johansson_2152) wants to return items from order #W5565470 but insists on receiving the refund to a credit card (Amex) that was not the original payment method and is not in her profile. Since this is against policy, she requested a human agent."})
tool result
Transfer successful
agent
JSTE PŘEPOJOVÁNI NA OPERÁTORA. PROSÍM, POČKEJTE.
user
###TRANSFER###
Same task, same tools, same policy, same database — the only difference is the conversation language. Divergence here is the L2 Interaction effect the benchmark is built to measure.