Tool calls

Called when the AI agent needs to execute a custom tool/function during the conversation.

When It's Called

Agent has tools defined in llm_config.tools[]

During conversation, LLM decides to call a tool

Flireo sends POST request with tool call details

Your endpoint returns the result

LLM continues conversation with the result

Timeout

Sync tools: Must respond within 10 seconds

Async tools: Respond immediately with 200 OK (fire-and-forget)

Request Payload

{
  "message": {
    "type": "tool-calls",
    "timestamp": "2025-12-13T12:00:00.000Z",
    "call": {
      "id": "5c4d030f-43e3-4e65-899e-8148521e660f",
      "type": "inbound_phone_call",
      "status": "in-progress"
    },
    "phone_number": {
      "number": "+31850835037",
      "name": "Flireo Demo"
    },
    "customer": {
      "number": "+31612345678"
    },
    "tool_call_list": [
      {
        "id": "tool_abc123def456",
        "type": "function",
        "function": {
          "name": "lookup_contact",
          "arguments": {
            "query": "Jan de Vries"
          }
        }
      }
    ]
  }
}

Response Formats

Multiple response formats are supported:

Object Format (Recommended)

{
  "results": [
    {
      "tool_call_id": "tool_abc123def456",
      "result": {
        "name": "Jan de Vries",
        "email": "jan@example.com",
        "phone": "+31612345678"
      }
    }
  ]
}

Simple Format

{
  "result": {
    "name": "Jan de Vries",
    "email": "jan@example.com"
  }
}

Direct Format

Your data directly (no wrapper):

{
  "name": "Jan de Vries",
  "email": "jan@example.com"
}

Error Format

{
  "error": "Contact niet gevonden"
}

Defining Tools

Define tools in your agent's llm_config.tools[]:

{
  "llm_config": {
    "tools": [
      {
        "name": "lookup_contact",
        "description": "Look up contact information by name or phone number",
        "url": "https://api.example.com/tools/lookup",
        "async": false,
        "async_response": "Event logged successfully.",
        "parameters": {
          "type": "object",
          "properties": {
            "query": {
              "type": "string",
              "description": "Name or phone number to search"
            }
          },
          "required": ["query"]
        }
      }
    ]
  }
}

Tool Definition Fields

Field	Type	Required	Description
`name`	string	Yes	Unique tool name
`description`	string	Yes	What the tool does (for LLM)
`url`	string	No	Per-tool URL (overrides agent webhook_url)
`async`	boolean	No	Fire-and-forget mode (default: false)
`async_response`	string	No	Message for async tools
`parameters`	object	No	JSON Schema for inputs

Async Tools

For logging or notification tools where you don't need to return a result:

{
  "name": "log_event",
  "description": "Log an event for analytics",
  "async": true,
  "async_response": "Event logged successfully.",
  "parameters": {
    "type": "object",
    "properties": {
      "event_type": { "type": "string" },
      "details": { "type": "string" }
    }
  }
}

The LLM receives the async_response immediately while your webhook processes in the background.

Built-in Tools

End Call Tool

Allow the agent to end the call:

{
  "type": "end_call"
}

Transfer Call Tool

Allow the agent to transfer the call:

{
  "type": "transfer_call",
  "destinations": [
    {
      "type": "number",
      "number": "+31612345678",
      "description": "Sales afdeling",
      "message": "Ik verbind u door met sales."
    },
    {
      "type": "number",
      "number": "+31687654321",
      "description": "Support afdeling",
      "message": "Ik verbind u door met support."
    }
  ]
}

Example Implementation (Node.js)

See ToolCallsPayload Schema and ToolDefinition Schema for complete details.

When It's Called#

Timeout#

Request Payload#

Response Formats#

Object Format (Recommended)#

Simple Format#

Direct Format#

Error Format#

Defining Tools#

Tool Definition Fields#

Async Tools#

Built-in Tools#

End Call Tool#

Transfer Call Tool#

Example Implementation (Node.js)#