{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "#/components/schemas/CustomLLMModel",
  "title": "CustomLLMModel",
  "type": "object",
  "properties": {
    "messages": {
      "description": "This is the starting state for the conversation.",
      "type": "array",
      "items": {
        "$ref": "#/components/schemas/OpenAIMessage"
      }
    },
    "tools": {
      "type": "array",
      "description": "These are the tools that the assistant can use during the call. To use existing tools, use `toolIds`.\n\nBoth `tools` and `toolIds` can be used together.",
      "items": {
        "oneOf": [
          {
            "$ref": "#/components/schemas/CreateApiRequestToolDTO",
            "title": "ApiRequestTool"
          },
          {
            "$ref": "#/components/schemas/CreateBashToolDTO",
            "title": "BashTool"
          },
          {
            "$ref": "#/components/schemas/CreateCodeToolDTO",
            "title": "CodeTool"
          },
          {
            "$ref": "#/components/schemas/CreateComputerToolDTO",
            "title": "ComputerTool"
          },
          {
            "$ref": "#/components/schemas/CreateDtmfToolDTO",
            "title": "DtmfTool"
          },
          {
            "$ref": "#/components/schemas/CreateEndCallToolDTO",
            "title": "EndCallTool"
          },
          {
            "$ref": "#/components/schemas/CreateFunctionToolDTO",
            "title": "FunctionTool"
          },
          {
            "$ref": "#/components/schemas/CreateGoHighLevelCalendarAvailabilityToolDTO",
            "title": "GoHighLevelCalendarAvailabilityTool"
          },
          {
            "$ref": "#/components/schemas/CreateGoHighLevelCalendarEventCreateToolDTO",
            "title": "GoHighLevelCalendarEventCreateTool"
          },
          {
            "$ref": "#/components/schemas/CreateGoHighLevelContactCreateToolDTO",
            "title": "GoHighLevelContactCreateTool"
          },
          {
            "$ref": "#/components/schemas/CreateGoHighLevelContactGetToolDTO",
            "title": "GoHighLevelContactGetTool"
          },
          {
            "$ref": "#/components/schemas/CreateGoogleCalendarCheckAvailabilityToolDTO",
            "title": "GoogleCalendarCheckAvailabilityTool"
          },
          {
            "$ref": "#/components/schemas/CreateGoogleCalendarCreateEventToolDTO",
            "title": "GoogleCalendarCreateEventTool"
          },
          {
            "$ref": "#/components/schemas/CreateGoogleSheetsRowAppendToolDTO",
            "title": "GoogleSheetsRowAppendTool"
          },
          {
            "$ref": "#/components/schemas/CreateHandoffToolDTO",
            "title": "HandoffTool"
          },
          {
            "$ref": "#/components/schemas/CreateMcpToolDTO",
            "title": "McpTool"
          },
          {
            "$ref": "#/components/schemas/CreateQueryToolDTO",
            "title": "QueryTool"
          },
          {
            "$ref": "#/components/schemas/CreateSlackSendMessageToolDTO",
            "title": "SlackSendMessageTool"
          },
          {
            "$ref": "#/components/schemas/CreateSmsToolDTO",
            "title": "SmsTool"
          },
          {
            "$ref": "#/components/schemas/CreateTextEditorToolDTO",
            "title": "TextEditorTool"
          },
          {
            "$ref": "#/components/schemas/CreateTransferCallToolDTO",
            "title": "TransferCallTool"
          },
          {
            "$ref": "#/components/schemas/CreateSipRequestToolDTO",
            "title": "SipRequestTool"
          },
          {
            "$ref": "#/components/schemas/CreateVoicemailToolDTO",
            "title": "VoicemailTool"
          }
        ]
      }
    },
    "toolIds": {
      "description": "These are the tools that the assistant can use during the call. To use transient tools, use `tools`.\n\nBoth `tools` and `toolIds` can be used together.",
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "knowledgeBase": {
      "description": "These are the options for the knowledge base.",
      "oneOf": [
        {
          "$ref": "#/components/schemas/CreateCustomKnowledgeBaseDTO",
          "title": "Custom"
        }
      ]
    },
    "provider": {
      "type": "string",
      "description": "This is the provider that will be used for the model. Any service, including your own server, that is compatible with the OpenAI API can be used.",
      "enum": [
        "custom-llm"
      ]
    },
    "metadataSendMode": {
      "type": "string",
      "description": "This determines whether metadata is sent in requests to the custom provider.\n\n- `off` will not send any metadata. payload will look like `{ messages }`\n- `variable` will send `assistant.metadata` as a variable on the payload. payload will look like `{ messages, metadata }`\n- `destructured` will send `assistant.metadata` fields directly on the payload. payload will look like `{ messages, ...metadata }`\n\nFurther, `variable` and `destructured` will send `call`, `phoneNumber`, and `customer` objects in the payload.\n\nDefault is `variable`.",
      "enum": [
        "off",
        "variable",
        "destructured"
      ]
    },
    "headers": {
      "type": "object",
      "description": "Custom headers to send with requests. These headers can override default OpenAI headers except for Authorization (which should be specified using a custom-llm credential).",
      "additionalProperties": {
        "type": "string"
      },
      "example": {
        "X-Custom-Header": "value"
      }
    },
    "url": {
      "type": "string",
      "description": "These is the URL we'll use for the OpenAI client's `baseURL`. Ex. https://openrouter.ai/api/v1"
    },
    "wordLevelConfidenceEnabled": {
      "type": "boolean",
      "description": "This determines whether the transcriber's word level confidence is sent in requests to the custom provider. Default is false.\nThis only works for Deepgram transcribers."
    },
    "timeoutSeconds": {
      "type": "number",
      "description": "This sets the timeout for the connection to the custom provider without needing to stream any tokens back. Default is 20 seconds.",
      "minimum": 0,
      "maximum": 300
    },
    "model": {
      "type": "string",
      "description": "This is the name of the model. Ex. cognitivecomputations/dolphin-mixtral-8x7b"
    },
    "temperature": {
      "type": "number",
      "description": "This is the temperature that will be used for calls. Default is 0 to leverage caching for lower latency.",
      "minimum": 0,
      "maximum": 2
    },
    "maxTokens": {
      "type": "number",
      "description": "This is the max number of tokens that the assistant will be allowed to generate in each turn of the conversation. Default is 250.",
      "minimum": 50,
      "maximum": 10000
    },
    "emotionRecognitionEnabled": {
      "type": "boolean",
      "description": "This determines whether we detect user's emotion while they speak and send it as an additional info to model.\n\nDefault `false` because the model is usually are good at understanding the user's emotion from text.\n\n@default false"
    },
    "numFastTurns": {
      "type": "number",
      "description": "This sets how many turns at the start of the conversation to use a smaller, faster model from the same provider before switching to the primary model. Example, gpt-3.5-turbo if provider is openai.\n\nDefault is 0.\n\n@default 0",
      "minimum": 0
    }
  },
  "required": [
    "provider",
    "url",
    "model"
  ]
}