@model_server_endpoint = http://localhost:51000
@archfc_endpoint = http://localhost:5670

### Scenario: Single-Turn. Check for single required parameter
### Tools Used: apply_loan and check_account_balance
### Expected output(s): "content": "{\"required_functions\": [\"check_account_balance\"], \"clarification\": \"Could you please provide me with your account identifier?\"}",
### Notes: Tested 10 times. 9/10 times language is consistent and precise. The assistant asks for the missing parameter in a single-turn in the right format
### Status: Approved
### Tested By: Salman Paracha
POST {{archfc_endpoint}}/v1/chat/completions HTTP/1.1
Content-Type: application/json

{
  "model": "Arch-Function",
  "messages": [
    {
      "role": "system",
      "content": "You are a helpful assistant designed to assist with the user query by making one or more function calls if needed.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"name\": \"apply_loan\", \"description\": \"Apply for a personal loan\", \"parameters\": {\"type\": \"object\", \"properties\": {\"amount\": {\"type\": \"number\", \"description\": \"Loan amount in USD\"}, \"term_months\": {\"type\": \"integer\", \"description\": \"Term duration in months\"}, \"credit_score\": {\"type\": \"integer\", \"description\": \"Applicant's credit score\"}}, \"required\": [\"amount\", \"term_months\", \"credit_score\"]}}\n{\"name\": \"check_account_balance\", \"description\": \"Check balance of a financial account\", \"parameters\": {\"type\": \"object\", \"properties\": {\"account_id\": {\"type\": \"string\", \"description\": \"User's account number or identifier\"}}, \"required\": [\"account_id\"]}}\n</tools>\n\nYour task is to decide which functions are needed and collect missing parameters if necessary.\n\nBased on your analysis, provide your response in one of the following JSON formats:\n1. If no functions are needed:\n```\n{\"response\": \"Your response text here\"}\n```\n2. If functions are needed but some required parameters are missing:\n```\n{\"required_functions\": [\"func_name1\", \"func_name2\", ...], \"clarification\": \"Text asking for missing parameters\"}\n```\n3. If functions are needed and all required parameters are available:\n```\n{\"tool_calls\": [{\"name\": \"func_name1\", \"arguments\": {\"argument1\": \"value1\", \"argument2\": \"value2\"}},... (more tool calls as required)]}\n```"
    },
    {
      "role": "user",
      "content": "I want to check for my account balance"
    }
  ],
  "temperature": 0.6,
  "top_p": 1.0,
  "top_k": 10
}


### Scenario: Single-Turn. Check for all 3 required parameters.
### Tools Used: apply_loan and check_account_balance
### Expected output(s): "{\"required_functions\": [\"apply_loan\"], \"clarification\": \"Could you please provide me with the loan amount, the term duration in months, and your credit score?\"}",
### Notes: Tested 10 times. 8/10 times the language was consistent and precise. 2/10 the language was to abrupt and not clear and in those turns not all the required parameters were asked for.
### Status: Needs Work
### Tested By: Salman Paracha
POST {{archfc_endpoint}}/v1/chat/completions HTTP/1.1
Content-Type: application/json

{
  "model": "Arch-Function",
  "messages": [
    {
      "role": "system",
      "content": "You are a helpful assistant designed to assist with the user query by making one or more function calls if needed.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"name\": \"apply_loan\", \"description\": \"Apply for a personal loan\", \"parameters\": {\"type\": \"object\", \"properties\": {\"amount\": {\"type\": \"number\", \"description\": \"Loan amount in USD\"}, \"term_months\": {\"type\": \"integer\", \"description\": \"Term duration in months\"}, \"credit_score\": {\"type\": \"integer\", \"description\": \"Applicant's credit score\"}}, \"required\": [\"amount\", \"term_months\", \"credit_score\"]}}\n{\"name\": \"check_account_balance\", \"description\": \"Check balance of a financial account\", \"parameters\": {\"type\": \"object\", \"properties\": {\"account_id\": {\"type\": \"string\", \"description\": \"User's account number or identifier\"}}, \"required\": [\"account_id\"]}}\n</tools>\n\nYour task is to decide which functions are needed and collect missing parameters if necessary.\n\nBased on your analysis, provide your response in one of the following JSON formats:\n1. If no functions are needed:\n```\n{\"response\": \"Your response text here\"}\n```\n2. If functions are needed but some required parameters are missing:\n```\n{\"required_functions\": [\"func_name1\", \"func_name2\", ...], \"clarification\": \"Text asking for missing parameters\"}\n```\n3. If functions are needed and all required parameters are available:\n```\n{\"tool_calls\": [{\"name\": \"func_name1\", \"arguments\": {\"argument1\": \"value1\", \"argument2\": \"value2\"}},... (more tool calls as required)]}\n```"
    },
    {
      "role": "user",
      "content": "want to apply for a loan"
    }
  ],
  "temperature": 0.6,
  "top_p": 1.0,
  "top_k": 10
}

### Scenario: Multi-Turn(2) Chat History Context.
### Tools Used: apply_loan, get_stock_price and check_account_balance
### Expected output(s): "content": "{\"response\": \"You're welcome! If you need any more information, feel free to ask.\"}",
### Notes: Tested 10 times. Worked every time. The assistant was able to keep track of the chat history and provide the right function call based on the user query.
### Status: Approved
### Tested By: Salman Paracha

POST {{archfc_endpoint}}/v1/chat/completions HTTP/1.1
Content-Type: application/json

{
  "model": "Arch-Function",
  "messages": [
    {
      "role": "system",
      "content": "You are a helpful assistant designed to assist with the user query by making one or more function calls if needed.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"name\": \"get_stock_price\", \"description\": \"Get the current stock price\", \"parameters\": {\"type\": \"object\", \"properties\": {\"symbol\": {\"type\": \"string\", \"description\": \"The stock symbol\"}}, \"required\": [\"symbol\"]}}\n{\"name\": \"apply_loan\", \"description\": \"Apply for a personal loan\", \"parameters\": {\"type\": \"object\", \"properties\": {\"amount\": {\"type\": \"number\", \"description\": \"Loan amount in USD\"}, \"term_months\": {\"type\": \"integer\", \"description\": \"Term duration in months\"}, \"credit_score\": {\"type\": \"integer\", \"description\": \"Applicant's credit score\"}}, \"required\": [\"amount\", \"term_months\", \"credit_score\"]}}\n{\"name\": \"check_account_balance\", \"description\": \"Check balance of a financial account\", \"parameters\": {\"type\": \"object\", \"properties\": {\"account_id\": {\"type\": \"string\", \"description\": \"User's account number or identifier\"}}, \"required\": [\"account_id\"]}}\n</tools>\n\nYour task is to decide which functions are needed and collect missing parameters if necessary.\n\nBased on your analysis, provide your response in one of the following JSON formats:\n1. If no functions are needed:\n```\n{\"response\": \"Your response text here\"}\n```\n2. If functions are needed but some required parameters are missing:\n```\n{\"required_functions\": [\"func_name1\", \"func_name2\", ...], \"clarification\": \"Text asking for missing parameters\"}\n```\n3. If functions are needed and all required parameters are available:\n```\n{\"tool_calls\": [{\"name\": \"func_name1\", \"arguments\": {\"argument1\": \"value1\", \"argument2\": \"value2\"}},... (more tool calls as required)]}\n```"
    },
    {
      "role": "user",
      "content": "can you check the stock price for Amazon?"
    },
    {
     "role": "assistant",
     "content": "{\"tool_calls\": [{\"name\": \"get_stock_price\", \"arguments\": {\"symbol\": \"AMZN\"}}]}"
    },
    {
      "role": "user",
      "content": "<tool_response>\n{'name': 'get_stock_price', 'result': '$247.66'}\n</tool_response>"
    },
    {
      "role": "assistant",
      "content": "{\"response\": \"The current stock price for AMZN is $247.66.\"}"
    },
    {
      "role": "user",
      "content": "what about Apple"
    },
    {
     "role": "assistant",
     "content": "{\"tool_calls\": [{\"name\": \"get_stock_price\", \"arguments\": {\"symbol\": \"AAPL\"}}]}"
    },
    {
      "role": "user",
      "content": "<tool_response>\n{'name': 'get_stock_price', 'result': '$196.66'}\n</tool_response>"
    },
    {
      "role": "assistant",
      "content": "{\"response\": \"The current stock price for AAPL is $196.66.\"}"
    },
    {
      "role": "user",
      "content": "Thanks"
    }
],
  "temperature": 0.6,
  "top_p": 1.0,
  "top_k": 10
}


### Scenario: Multi-Turn (5) Chat History Context.
### Tools Used: apply_loan, get_stock_price and check_account_balance
### Expected output(s): "content": "{\"tool_calls\": [{\"name\": \"get_stock_price\", \"arguments\": {\"symbol\": \"ORCL\"}}]}",
### Notes: Tested 10 times. The assistant was able to keep track of the chat history and provide the right function call based on the user query.
### Tested By: Salman Paracha
### Status: Approved

POST {{archfc_endpoint}}/v1/chat/completions HTTP/1.1
Content-Type: application/json

{
  "model": "Arch-Function",
  "messages": [
    {
      "role": "system",
      "content": "You are a helpful assistant designed to assist with the user query by making one or more function calls if needed.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"name\": \"get_stock_price\", \"description\": \"Get the current stock price\", \"parameters\": {\"type\": \"object\", \"properties\": {\"symbol\": {\"type\": \"string\", \"description\": \"The stock symbol\"}}, \"required\": [\"symbol\"]}}\n{\"name\": \"apply_loan\", \"description\": \"Apply for a personal loan\", \"parameters\": {\"type\": \"object\", \"properties\": {\"amount\": {\"type\": \"number\", \"description\": \"Loan amount in USD\"}, \"term_months\": {\"type\": \"integer\", \"description\": \"Term duration in months\"}, \"credit_score\": {\"type\": \"integer\", \"description\": \"Applicant's credit score\"}}, \"required\": [\"amount\", \"term_months\", \"credit_score\"]}}\n{\"name\": \"check_account_balance\", \"description\": \"Check balance of a financial account\", \"parameters\": {\"type\": \"object\", \"properties\": {\"account_id\": {\"type\": \"string\", \"description\": \"User's account number or identifier\"}}, \"required\": [\"account_id\"]}}\n</tools>\n\nYour task is to decide which functions are needed and collect missing parameters if necessary.\n\nBased on your analysis, provide your response in one of the following JSON formats:\n1. If no functions are needed:\n```\n{\"response\": \"Your response text here\"}\n```\n2. If functions are needed but some required parameters are missing:\n```\n{\"required_functions\": [\"func_name1\", \"func_name2\", ...], \"clarification\": \"Text asking for missing parameters\"}\n```\n3. If functions are needed and all required parameters are available:\n```\n{\"tool_calls\": [{\"name\": \"func_name1\", \"arguments\": {\"argument1\": \"value1\", \"argument2\": \"value2\"}},... (more tool calls as required)]}\n```"
    },
    {
      "role": "user",
      "content": "can you check the stock price for Amazon?"
    },
    {
     "role": "assistant",
     "content": "{\"tool_calls\": [{\"name\": \"get_stock_price\", \"arguments\": {\"symbol\": \"AMZN\"}}]}"
    },
    {
      "role": "user",
      "content": "<tool_response>\n{'name': 'get_stock_price', 'result': '$247.66'}\n</tool_response>"
    },
    {
      "role": "assistant",
      "content": "{\"response\": \"The current stock price for AMZN is $247.66.\"}"
    },
    {
      "role": "user",
      "content": "what about Apple"
    },
    {
     "role": "assistant",
     "content": "{\"tool_calls\": [{\"name\": \"get_stock_price\", \"arguments\": {\"symbol\": \"AAPL\"}}]}"
    },
    {
      "role": "user",
      "content": "<tool_response>\n{'name': 'get_stock_price', 'result': '$196.66'}\n</tool_response>"
    },
    {
      "role": "assistant",
      "content": "{\"response\": \"The current stock price for AAPL is $196.66.\"}"
    },
    {
      "role": "user",
      "content": "How about Toyota"
    },
    {
     "role": "assistant",
     "content": "{\"tool_calls\": [{\"name\": \"get_stock_price\", \"arguments\": {\"symbol\": \"TM\"}}]}"
    },
    {
      "role": "user",
      "content": "<tool_response>\n{'name': 'get_stock_price', 'result': '$24.66'}\n</tool_response>"
    },
    {
      "role": "assistant",
      "content": "{\"response\": \"The current stock price for TM is $196.66.\"}"
    },
    {
      "role": "user",
      "content": "How about Nike"
    },
    {
     "role": "assistant",
     "content": "{\"tool_calls\": [{\"name\": \"get_stock_price\", \"arguments\": {\"symbol\": \"NKE\"}}]}"
    },
    {
      "role": "user",
      "content": "<tool_response>\n{'name': 'get_stock_price', 'result': '$102.66'}\n</tool_response>"
    },
    {
      "role": "assistant",
      "content": "{\"response\": \"The current stock price for NKE is $102.66.\"}"
    },
    {
      "role": "user",
      "content": "and what about Oracle"
    }
],
  "temperature": 0.6,
  "top_p": 1.0,
  "top_k": 10
}


### Scenario: Multi-Turn(2) Progressive Information Disclosure.
### Tools Used: apply_loan, get_stock_price and check_account_balance
### Expected output(s): "content": "{\"required_functions\": [\"apply_loan\"], \"clarification\": \"Could you please confirm the term duration and your credit score?\"}",
### Notes: Tested 10 times. Worked every time. The assistant was able to keep track of the chat history and provide the right function call based on the user query.
### Status: Approved
### Tested By: Salman Paracha

POST {{archfc_endpoint}}/v1/chat/completions HTTP/1.1
Content-Type: application/json

{
  "model": "Arch-Function",
  "messages": [
    {
      "role": "system",
      "content": "You are a helpful assistant designed to assist with the user query by making one or more function calls if needed.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"name\": \"get_stock_price\", \"description\": \"Get the current stock price\", \"parameters\": {\"type\": \"object\", \"properties\": {\"symbol\": {\"type\": \"string\", \"description\": \"The stock symbol\"}}, \"required\": [\"symbol\"]}}\n{\"name\": \"apply_loan\", \"description\": \"Apply for a personal loan\", \"parameters\": {\"type\": \"object\", \"properties\": {\"amount\": {\"type\": \"number\", \"description\": \"Loan amount in USD\"}, \"term_months\": {\"type\": \"integer\", \"description\": \"Term duration in months\"}, \"credit_score\": {\"type\": \"integer\", \"description\": \"Applicant's credit score\"}}, \"required\": [\"amount\", \"term_months\", \"credit_score\"]}}\n{\"name\": \"check_account_balance\", \"description\": \"Check balance of a financial account\", \"parameters\": {\"type\": \"object\", \"properties\": {\"account_id\": {\"type\": \"string\", \"description\": \"User's account number or identifier\"}}, \"required\": [\"account_id\"]}}\n</tools>\n\nYour task is to decide which functions are needed and collect missing parameters if necessary.\n\nBased on your analysis, provide your response in one of the following JSON formats:\n1. If no functions are needed:\n```\n{\"response\": \"Your response text here\"}\n```\n2. If functions are needed but some required parameters are missing:\n```\n{\"required_functions\": [\"func_name1\", \"func_name2\", ...], \"clarification\": \"Text asking for missing parameters\"}\n```\n3. If functions are needed and all required parameters are available:\n```\n{\"tool_calls\": [{\"name\": \"func_name1\", \"arguments\": {\"argument1\": \"value1\", \"argument2\": \"value2\"}},... (more tool calls as required)]}\n```"
    },
    {
      "role": "user",
      "content": "I want to apply for a loan"
    },
    {
      "role": "assistant",
      "content": "{\"required_functions\": [\"apply_loan\"], \"clarification\": \"Could you please provide me with the amount you want to loan, the term duration in months, and your credit score?\"}"
    },
    {
      "role": "user",
      "content": "$5000"
    },
    {
        "role": "assistant",
        "content": "{\"required_functions\": [\"apply_loan\"], \"clarification\": \"Could you please confirm the term duration and your credit score?\"}"
    },
    {
      "role": "user",
      "content": "actually make the loan for $6000"
    }
  ],
  "temperature": 0.6,
  "top_p": 1.0,
  "top_k": 10
}


### Scenario: Multi-Turn(5) Progressive Information Disclosure.
### Tools Used: apply_loan, get_stock_price and check_account_balance
### Expected output(s):  "content": "{\"response\": \"Have a great day\"}",
### Notes: Tested 10 times. Worked every time. The assistant was able to keep track of the chat history and provide the right function call based on the user query.
### Status: Approved
### Tested By: Salman Paracha

POST {{archfc_endpoint}}/v1/chat/completions HTTP/1.1
Content-Type: application/json

{
  "model": "Arch-Function",
  "messages": [
    {
      "role": "system",
      "content": "You are a helpful assistant designed to assist with the user query by making one or more function calls if needed.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"name\": \"apply_loan\", \"description\": \"Apply for a personal loan\", \"parameters\": {\"type\": \"object\", \"properties\": {\"amount\": {\"type\": \"number\", \"description\": \"Loan amount in USD\"}, \"term_months\": {\"type\": \"integer\", \"description\": \"Term duration in months\"}, \"credit_score\": {\"type\": \"integer\", \"description\": \"Applicant's credit score\"}}, \"required\": [\"amount\", \"term_months\", \"credit_score\"]}}\n{\"name\": \"check_account_balance\", \"description\": \"Check balance of a financial account\", \"parameters\": {\"type\": \"object\", \"properties\": {\"account_id\": {\"type\": \"string\", \"description\": \"User's account number or identifier\"}}, \"required\": [\"account_id\"]}}\n</tools>\n\nYour task is to decide which functions are needed and collect missing parameters if necessary.\n\nBased on your analysis, provide your response in one of the following JSON formats:\n1. If no functions are needed:\n```\n{\"response\": \"Your response text here\"}\n```\n2. If functions are needed but some required parameters are missing:\n```\n{\"required_functions\": [\"func_name1\", \"func_name2\", ...], \"clarification\": \"Text asking for missing parameters\"}\n```\n3. If functions are needed and all required parameters are available:\n```\n{\"tool_calls\": [{\"name\": \"func_name1\", \"arguments\": {\"argument1\": \"value1\", \"argument2\": \"value2\"}},... (more tool calls as required)]}\n```"
    },
    {
      "role": "user",
      "content": "I want to apply for a loan"
    },
    {
      "role": "assistant",
      "content": "{\"required_functions\": [\"apply_loan\"], \"clarification\": \"Could you please provide me with the amount you want to loan, the term duration in months, and your credit score?\"}"
    },
    {
      "role": "user",
      "content": "$5000"
    },
    {
        "role": "assistant",
        "content": "{\"required_functions\": [\"apply_loan\"], \"clarification\": \"Could you please provide me with the term duration in months and your credit score?\"}"
    },
    {
      "role": "user",
      "content": "18 months"
    },
    {
        "role": "assistant",
       "content": "{\"required_functions\": [\"apply_loan\"], \"clarification\": \"Could you please provide me with your credit score?\"}"
    },
    {
      "role": "user",
      "content": "700"
    },
    {
        "role": "assistant",
        "content": "{\"tool_calls\": [{\"name\": \"apply_loan\", \"arguments\": {\"amount\": 5000, \"term_months\": 18, \"credit_score\": 700}}]}"
    },
    {
        "role": "user",
        "content": "<tool_response>\n{'name': 'apply_loan', 'approved': 'Done'}\n</tool_response>"
    },
    {
        "role": "assistant",
        "content": "your loan has been approved"
    },
    {
        "role": "user",
        "content": "Thanks"
    }
  ],
  "temperature": 0.6,
  "top_p": 1.0,
  "top_k": 10
}


### Scenario: Multi-Turn Progressive Information Disclosure with multiple function calling.
### Tools Used: apply_loan, get_stock_price and check_account_balance
### Tested By: Salman Paracha
### Expected output(s): "content": "{\"tool_calls\": [{\"name\": \"apply_loan\", \"arguments\": {\"amount\": 6000, \"term_months\": 18, \"credit_score\": 700}}]}",
### Notes: The assistant doesn't engage in gathering information for the second function call. The assistant should ask for the missing parameter for the second function call.
### Status: Rejected
POST {{archfc_endpoint}}/v1/chat/completions HTTP/1.1
Content-Type: application/json

{
  "model": "Arch-Function",
  "messages": [
    {
      "role": "system",
      "content": "You are a helpful assistant designed to assist with the user query by making one or more function calls if needed.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"name\": \"apply_loan\", \"description\": \"Apply for a personal loan\", \"parameters\": {\"type\": \"object\", \"properties\": {\"amount\": {\"type\": \"number\", \"description\": \"Loan amount in USD\"}, \"term_months\": {\"type\": \"integer\", \"description\": \"Term duration in months\"}, \"credit_score\": {\"type\": \"integer\", \"description\": \"Applicant's credit score\"}}, \"required\": [\"amount\", \"term_months\", \"credit_score\"]}}\n{\"name\": \"check_account_balance\", \"description\": \"Check balance of a financial account\", \"parameters\": {\"type\": \"object\", \"properties\": {\"account_id\": {\"type\": \"string\", \"description\": \"User's account number or identifier\"}}, \"required\": [\"account_id\"]}}\n</tools>\n\nYour task is to decide which functions are needed and collect missing parameters if necessary.\n\nBased on your analysis, provide your response in one of the following JSON formats:\n1. If no functions are needed:\n```\n{\"response\": \"Your response text here\"}\n```\n2. If functions are needed but some required parameters are missing:\n```\n{\"required_functions\": [\"func_name1\", \"func_name2\", ...], \"clarification\": \"Text asking for missing parameters\"}\n```\n3. If functions are needed and all required parameters are available:\n```\n{\"tool_calls\": [{\"name\": \"func_name1\", \"arguments\": {\"argument1\": \"value1\", \"argument2\": \"value2\"}},... (more tool calls as required)]}\n```"
    },
    {
      "role": "user",
      "content": "I want to apply for a loan and check my account balance"
    },
    {
     "role": "assistant",
     "content": "{\"required_functions\": [\"apply_loan\", \"check_account_balance\"], \"clarification\": \"Could you please provide me with the amount you want to borrow, the term of the loan in months, and your credit score?\"}"
    },
    {
      "role": "user",
      "content": "amount $5000, 18 months term and credit score of 780"
    },
    {
        "role": "assistant",
        "content": "{\"tool_calls\": [{\"name\": \"apply_loan\", \"arguments\": {\"amount\": 5000, \"term_months\": 18, \"credit_score\": 700}}]}"
    },
    {
      "role": "user",
      "content": "<tool_response>\n{'name': 'apply_loan', 'result': 'Status: Ok'}\n</tool_response>"
    },
    {
      "role": "assistant",
      "content": "{\"response\": \"Status: Ok. You have sucessfully applied for the loan\"}"
    },
    {
      "role": "user",
      "content": "Ok thanks"
    }
  ],
  "temperature": 0.6,
  "top_p": 1.0,
  "top_k": 10
}

### Scenario: Multi-Turn(3) Progressive Information Disclosure; Changing parameter values.
### Tools Used: apply_loan, get_stock_price and check_account_balance
### Expected output(s): "content": "{\"tool_calls\": [{\"name\": \"apply_loan\", \"arguments\": {\"amount\": 6000, \"term_months\": 18, \"credit_score\": 700}}]}",
### Notes: Tested 10 times. Worked every time. The assistant was able to keep track of the chat history and provide the right function call based on the user query.
### Status: Approved
### Tested By: Salman Paracha

POST {{archfc_endpoint}}/v1/chat/completions HTTP/1.1
Content-Type: application/json

{
  "model": "Arch-Function",
  "messages": [
    {
        "role": "system",
        "content": "You are a helpful assistant designed to assist with the user query by making one or more function calls if needed.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>\n{\"name\": \"get_stock_price\", \"description\": \"Get the current stock price\", \"parameters\": {\"type\": \"object\", \"properties\": {\"symbol\": {\"type\": \"string\", \"description\": \"The stock symbol\"}}, \"required\": [\"symbol\"]}}\n{\"name\": \"apply_loan\", \"description\": \"Apply for a personal loan\", \"parameters\": {\"type\": \"object\", \"properties\": {\"amount\": {\"type\": \"number\", \"description\": \"Loan amount in USD\"}, \"term_months\": {\"type\": \"integer\", \"description\": \"Term duration in months\"}, \"credit_score\": {\"type\": \"integer\", \"description\": \"Applicant's credit score\"}}, \"required\": [\"amount\", \"term_months\", \"credit_score\"]}}\n{\"name\": \"check_account_balance\", \"description\": \"Check balance of a financial account\", \"parameters\": {\"type\": \"object\", \"properties\": {\"account_id\": {\"type\": \"string\", \"description\": \"User's account number or identifier\"}}, \"required\": [\"account_id\"]}}\n</tools>\n\nYour task is to decide which functions are needed and collect missing parameters if necessary.\n\nBased on your analysis, provide your response in one of the following JSON formats:\n1. If no functions are needed:\n```\n{\"response\": \"Your response text here\"}\n```\n2. If functions are needed but some required parameters are missing:\n```\n{\"required_functions\": [\"func_name1\", \"func_name2\", ...], \"clarification\": \"Text asking for missing parameters\"}\n```\n3. If functions are needed and all required parameters are available:\n```\n{\"tool_calls\": [{\"name\": \"func_name1\", \"arguments\": {\"argument1\": \"value1\", \"argument2\": \"value2\"}},... (more tool calls as required)]}\n```"
    },
    {
        "role": "user",
        "content": "I want to apply for a loan"
    },
    {
        "role": "assistant",
        "content": "{\"required_functions\": [\"apply_loan\"], \"clarification\": \"Could you please provide me with the amount you want to loan, the term duration in months, and your credit score?\"}"
    },
    {
        "role": "user",
        "content": "$5000"
    },
    {
        "role": "assistant",
        "content": "{\"required_functions\": [\"apply_loan\"], \"clarification\": \"Could you please confirm the term duration and your credit score?\"}"
    },
    {
        "role": "user",
        "content": "actually make the loan for $6000"
    },
    {
        "role": "assistant",
        "content": "{\"required_functions\": [\"apply_loan\"], \"clarification\": \"Please confirm the term duration and your credit score.\"}"
    },
    {
        "role": "user",
        "content": "for 18 months"
    },
    {
        "role": "assistant",
        "content": "{\"required_functions\": [\"apply_loan\"], \"clarification\": \"Please confirm your credit score.\"}"
    },
    {
        "role": "user",
        "content": "700"
    }
  ],
  "temperature": 0.6,
  "top_p": 1.0,
  "top_k": 10
}