চিন্তার স্বাক্ষর

{
  "contents": [
    {
      "role": "user",
      "parts": [
        {
          "text": "Check flight status for AA100 and book a taxi 2 hours before if delayed."
        }
      ]
    }
  ],
  "tools": [
    {
      "functionDeclarations": [
        {
          "name": "check_flight",
          "description": "Gets the current status of a flight",
          "parameters": {
            "type": "object",
            "properties": {
              "flight": {
                "type": "string",
                "description": "The flight number to check"
              }
            },
            "required": [
              "flight"
            ]
          }
        },
        {
          "name": "book_taxi",
          "description": "Book a taxi",
          "parameters": {
            "type": "object",
            "properties": {
              "time": {
                "type": "string",
                "description": "time to book the taxi"
              }
            },
            "required": [
              "time"
            ]
          }
        }
      ]
    }
  ]
}

{
"content": {
        "role": "model",
        "parts": [
          {
            "functionCall": {
              "name": "check_flight",
              "args": {
                "flight": "AA100"
              }
            },
            "thoughtSignature": "<Signature A>"
          }
        ]
  }
}

{
      "role": "user",
      "parts": [
        {
          "text": "Check flight status for AA100 and book a taxi 2 hours before if delayed."
        }
      ]
    },
    {
        "role": "model",
        "parts": [
          {
            "functionCall": {
              "name": "check_flight",
              "args": {
                "flight": "AA100"
              }
            },
            "thoughtSignature": "<Signature A>" //Required and Validated
          }
        ]
      },
      {
        "role": "user",
        "parts": [
          {
            "functionResponse": {
              "name": "check_flight",
              "response": {
                "status": "delayed",
                "departure_time": "12 PM"
                }
              }
            }
        ]
}

{
      "content": {
        "role": "model",
        "parts": [
          {
            "functionCall": {
              "name": "book_taxi",
              "args": {
                "time": "10 AM"
              }
            },
            "thoughtSignature": "<Signature B>"
          }
        ]
      }
}

{
      "role": "user",
      "parts": [
        {
          "text": "Check flight status for AA100 and book a taxi 2 hours before if delayed."
        }
      ]
    },
    {
        "role": "model",
        "parts": [
          {
            "functionCall": {
              "name": "check_flight",
              "args": {
                "flight": "AA100"
              }
            },
            "thoughtSignature": "<Signature A>" //Required and Validated
          }
        ]
      },
      {
        "role": "user",
        "parts": [
          {
            "functionResponse": {
              "name": "check_flight",
              "response": {
                "status": "delayed",
                "departure_time": "12 PM"
              }
              }
            }
        ]
      },
      {
        "role": "model",
        "parts": [
          {
            "functionCall": {
              "name": "book_taxi",
              "args": {
                "time": "10 AM"
              }
            },
            "thoughtSignature": "<Signature B>" //Required and Validated
          }
        ]
      },
      {
        "role": "user",
        "parts": [
          {
            "functionResponse": {
              "name": "book_taxi",
              "response": {
                "booking_status": "success"
              }
              }
            }
        ]
    }
}

{
  "contents": [
    {
      "role": "user",
      "parts": [
        {
          "text": "Check the weather in Paris and London."
        }
      ]
    }
  ],
  "tools": [
    {
      "functionDeclarations": [
        {
          "name": "get_current_temperature",
          "description": "Gets the current temperature for a given location.",
          "parameters": {
            "type": "object",
            "properties": {
              "location": {
                "type": "string",
                "description": "The city name, e.g. San Francisco"
              }
            },
            "required": [
              "location"
            ]
          }
        }
      ]
    }
  ]
}

{
  "content": {
    "parts": [
      {
        "functionCall": {
          "name": "get_current_temperature",
          "args": {
            "location": "Paris"
          }
        },
        "thoughtSignature": "<Signature_A>"// INCLUDED on First FC
      },
      {
        "functionCall": {
          "name": "get_current_temperature",
          "args": {
            "location": "London"
          }// NO signature on subsequent parallel FCs
        }
      }
    ]
  }
}

[
  {
    "role": "user",
    "parts": [
      {
        "text": "Check the weather in Paris and London."
      }
    ]
  },
  {
    "role": "model",
    "parts": [
      {
        "functionCall": {
          "name": "get_current_temperature",
          "args": {
            "city": "Paris"
          }
        },
        "thought_signature": "<Signature_A>" // MUST BE INCLUDED
      },
      {
        "functionCall": {
          "name": "get_current_temperature",
          "args": {
            "city": "London"
          }
        }
      } // NO SIGNATURE FIELD
    ]
  },
  {
    "role": "user",
    "parts": [
      {
        "functionResponse": {
          "name": "get_current_temperature",
          "response": {
            "temp": "15C"
          }
        }
      },
      {
        "functionResponse": {
          "name": "get_current_temperature",
          "response": {
            "temp": "12C"
          }
        }
      }
    ]
  }
]

{
  "role": "model",
  "parts": [
    {
      "text": "I need to calculate the risk. Let me think step-by-step...",
      "thought_signature": "<Signature_C>" // OPTIONAL (Recommended)
    }
  ]
}

[
  { "role": "user", "parts": [{ "text": "What is the risk?" }] },
  {
    "role": "model", 
    "parts": [
      {
        "text": "I need to calculate the risk. Let me think step-by-step...",
        // If you omit <Signature_C> here, no error will occur.
      }
    ]
  },
  { "role": "user", "parts": [{ "text": "Summarize it." }] }
]

{
  "model": "google/gemini-3.1-pro-preview",
  "messages": [
    {
      "role": "user",
      "content": "Check flight status for AA100 and book a taxi 2 hours before if delayed."
    }
  ],
  "tools": [
    {
      "type": "function",
      "function": {
        "name": "check_flight",
        "description": "Gets the current status of a flight",
        "parameters": {
          "type": "object",
          "properties": {
            "flight": {
              "type": "string",
              "description": "The flight number to check."
            }
          },
          "required": [
            "flight"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "book_taxi",
        "description": "Book a taxi",
        "parameters": {
          "type": "object",
          "properties": {
            "time": {
              "type": "string",
              "description": "time to book the taxi"
            }
          },
          "required": [
            "time"
          ]
        }
      }
    }
  ]
}

{
      "role": "model",
        "tool_calls": [
          {
            "extra_content": {
              "google": {
                "thought_signature": "<Signature A>"
              }
            },
            "function": {
              "arguments": "{\"flight\":\"AA100\"}",
              "name": "check_flight"
            },
            "id": "function-call-1",
            "type": "function"
          }
        ]
    }

"messages": [
    {
      "role": "user",
      "content": "Check flight status for AA100 and book a taxi 2 hours before if delayed."
    },
    {
      "role": "model",
        "tool_calls": [
          {
            "extra_content": {
              "google": {
                "thought_signature": "<Signature A>" //Required and Validated
              }
            },
            "function": {
              "arguments": "{\"flight\":\"AA100\"}",
              "name": "check_flight"
            },
            "id": "function-call-1",
            "type": "function"
          }
        ]
    },
    {
      "role": "tool",
      "name": "check_flight",
      "tool_call_id": "function-call-1",
      "content": "{\"status\":\"delayed\",\"departure_time\":\"12 PM\"}"                 
    }
  ]

{
"role": "model",
"tool_calls": [
{
"extra_content": {
"google": {
"thought_signature": "<Signature B>"
}
            },
            "function": {
              "arguments": "{\"time\":\"10 AM\"}",
              "name": "book_taxi"
            },
            "id": "function-call-2",
            "type": "function"
          }
       ]
}

"messages": [
    {
      "role": "user",
      "content": "Check flight status for AA100 and book a taxi 2 hours before if delayed."
    },
    {
      "role": "model",
        "tool_calls": [
          {
            "extra_content": {
              "google": {
                "thought_signature": "<Signature A>" //Required and Validated
              }
            },
            "function": {
              "arguments": "{\"flight\":\"AA100\"}",
              "name": "check_flight"
            },
            "id": "function-call-1d6a1a61-6f4f-4029-80ce-61586bd86da5",
            "type": "function"
          }
        ]
    },
    {
      "role": "tool",
      "name": "check_flight",
      "tool_call_id": "function-call-1d6a1a61-6f4f-4029-80ce-61586bd86da5",
      "content": "{\"status\":\"delayed\",\"departure_time\":\"12 PM\"}"                 
    },
    {
      "role": "model",
        "tool_calls": [
          {
            "extra_content": {
              "google": {
                "thought_signature": "<Signature B>" //Required and Validated
              }
            },
            "function": {
              "arguments": "{\"time\":\"10 AM\"}",
              "name": "book_taxi"
            },
            "id": "function-call-65b325ba-9b40-4003-9535-8c7137b35634",
            "type": "function"
          }
        ]
    },
    {
      "role": "tool",
      "name": "book_taxi",
      "tool_call_id": "function-call-65b325ba-9b40-4003-9535-8c7137b35634",
      "content": "{\"booking_status\":\"success\"}"
    }
  ]

{
  "contents": [
    {
      "role": "user",
      "parts": [
        {
          "text": "Check the weather in Paris and London."
        }
      ]
    }
  ],
  "tools": [
    {
      "functionDeclarations": [
        {
          "name": "get_current_temperature",
          "description": "Gets the current temperature for a given location.",
          "parameters": {
            "type": "object",
            "properties": {
              "location": {
                "type": "string",
                "description": "The city name, e.g. San Francisco"
              }
            },
            "required": [
              "location"
            ]
          }
        }
      ]
    }
  ]
}

{
"role": "assistant",
        "tool_calls": [
          {
            "extra_content": {
              "google": {
                "thought_signature": "<Signature A>" //Signature returned
              }
            },
            "function": {
              "arguments": "{\"location\":\"Paris\"}",
              "name": "get_current_temperature"
            },
            "id": "function-call-f3b9ecb3-d55f-4076-98c8-b13e9d1c0e01",
            "type": "function"
          },
          {
            "function": {
              "arguments": "{\"location\":\"London\"}",
              "name": "get_current_temperature"
            },
            "id": "function-call-335673ad-913e-42d1-bbf5-387c8ab80f44",
            "type": "function" // No signature on Parallel FC
          }
        ]
}

"messages": [
    {
      "role": "user",
      "content": "Check the weather in Paris and London."
    },
    {
      "role": "assistant",
        "tool_calls": [
          {
            "extra_content": {
              "google": {
                "thought_signature": "<Signature A>" //Required
              }
            },
            "function": {
              "arguments": "{\"location\":\"Paris\"}",
              "name": "get_current_temperature"
            },
            "id": "function-call-f3b9ecb3-d55f-4076-98c8-b13e9d1c0e01",
            "type": "function"
          },
          {
            "function": { //No Signature
              "arguments": "{\"location\":\"London\"}",
              "name": "get_current_temperature"
            },
            "id": "function-call-335673ad-913e-42d1-bbf5-387c8ab80f44",
            "type": "function"
          }
        ]
    },
    {
      "role":"tool",
      "name": "get_current_temperature",
      "tool_call_id": "function-call-f3b9ecb3-d55f-4076-98c8-b13e9d1c0e01",
      "content": "{\"temp\":\"15C\"}"
    },    
    {
      "role":"tool",
      "name": "get_current_temperature",
      "tool_call_id": "function-call-335673ad-913e-42d1-bbf5-387c8ab80f44",
      "content": "{\"temp\":\"12C\"}"
    }
  ]