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package python sdk for PyPI
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commit
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6 changed files with 165 additions and 2 deletions
28
apps/python-sdk/src/rowboat/__init__.py
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28
apps/python-sdk/src/rowboat/__init__.py
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from .client import Client, StatefulChat
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from .schema import (
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ApiMessage,
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UserMessage,
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SystemMessage,
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AssistantMessage,
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AssistantMessageWithToolCalls,
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ToolMessage,
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ApiRequest,
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ApiResponse
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)
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__version__ = "0.1.0"
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__all__ = [
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"Client",
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"StatefulChat",
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# Message types
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"ApiMessage",
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"UserMessage",
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"SystemMessage",
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"AssistantMessage",
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"AssistantMessageWithToolCalls",
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"ToolMessage",
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# Request/Response types
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"ApiRequest",
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"ApiResponse",
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]
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180
apps/python-sdk/src/rowboat/client.py
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apps/python-sdk/src/rowboat/client.py
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from typing import Dict, List, Optional, Any, Callable, Union, Tuple
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import requests
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import json
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from .schema import (
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ApiRequest,
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ApiResponse,
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ApiMessage,
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ToolMessage,
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UserMessage,
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SystemMessage,
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AssistantMessage,
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AssistantMessageWithToolCalls
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)
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class Client:
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def __init__(self, host: str, project_id: str, project_secret: str) -> None:
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self.base_url: str = f'{host}/api/v1/{project_id}/chat'
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self.headers: Dict[str, str] = {
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'Content-Type': 'application/json',
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'Authorization': f'Bearer {project_secret}'
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}
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def _call_api(
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self,
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messages: List[ApiMessage],
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state: Optional[Dict[str, Any]] = None,
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) -> ApiResponse:
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request = ApiRequest(
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messages=messages,
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state=state
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)
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# print request json
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print(request.model_dump_json())
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response = requests.post(self.base_url, headers=self.headers, data=request.model_dump_json())
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if not response.status_code == 200:
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raise ValueError(f"Error: {response.status_code} - {response.text}")
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response_data = ApiResponse.model_validate(response.json())
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if not response_data.messages:
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raise ValueError("No response")
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last_message = response_data.messages[-1]
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if not isinstance(last_message, (AssistantMessage, AssistantMessageWithToolCalls)):
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raise ValueError("Last message was not an assistant message")
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return response_data
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def _process_tool_calls(
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self,
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tool_calls: List[Any],
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tools: Dict[str, Callable[..., str]]
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) -> List[ToolMessage]:
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"""Process tool calls and return a list of tool response messages"""
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tool_messages = []
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for tool_call in tool_calls:
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tool_name = tool_call.function.name
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tool_arguments = json.loads(tool_call.function.arguments)
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if tool_name not in tools:
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raise ValueError(f'Missing tool: {tool_name}')
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tool_response = tools[tool_name](**tool_arguments)
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tool_msg = ToolMessage(
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role='tool',
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content=tool_response,
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tool_call_id=tool_call.id,
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tool_name=tool_name
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)
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tool_messages.append(tool_msg)
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return tool_messages
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def chat(
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self,
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messages: List[ApiMessage],
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tools: Optional[Dict[str, Callable[..., str]]] = None,
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state: Optional[Dict[str, Any]] = None,
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max_turns: int = 3
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) -> Tuple[List[ApiMessage], Optional[Dict[str, Any]]]:
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"""Stateless chat method that handles a single conversation turn with multiple tool call rounds"""
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current_messages = messages
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current_state = state
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turns = 0
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response_messages = []
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response_state = None
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has_tool_calls = False
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while turns < max_turns:
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# call api
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response_data = self._call_api(
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messages=current_messages,
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state=current_state
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)
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current_messages.extend(response_data.messages)
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current_state = response_data.state
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response_messages = response_data.messages
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response_state = response_data.state
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# Process tool calls if present and tools are provided
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last_message = response_data.messages[-1]
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has_tool_calls = hasattr(last_message, 'tool_calls') and last_message.tool_calls
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if has_tool_calls:
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tool_messages = self._process_tool_calls(last_message.tool_calls, tools)
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current_messages.extend(tool_messages)
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# If no tool calls were made, we're done
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if not has_tool_calls:
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break
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turns += 1
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if turns == max_turns and has_tool_calls:
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raise ValueError("Max turns reached")
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if not last_message.agenticResponseType == 'external':
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raise ValueError("Last message was not an external message")
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return response_messages, response_state
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class StatefulChat:
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"""Maintains conversation state across multiple turns"""
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def __init__(
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self,
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client: Client,
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tools: Optional[Dict[str, Callable[..., str]]] = None,
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system_prompt: Optional[str] = None,
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) -> None:
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self.client = client
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self.tools = tools
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self.messages: List[ApiMessage] = []
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self.state: Optional[Dict[str, Any]] = None
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if system_prompt:
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self.messages.append(SystemMessage(role='system', content=system_prompt))
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def run(self, message: Union[str]) -> str:
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"""Handle a single user turn in the conversation"""
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# Process the message
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user_msg = UserMessage(role='user', content=message)
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self.messages.append(user_msg)
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# Get response using the client's chat method
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new_messages, new_state = self.client.chat(
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messages=self.messages,
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tools=self.tools,
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state=self.state
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)
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# Update internal state
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self.messages = new_messages
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self.state = new_state
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# Return only the final message content
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last_message = new_messages[-1]
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return last_message.content
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def weather_lookup_tool(city_name: str) -> str:
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return f"The weather in {city_name} is 22°C."
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if __name__ == "__main__":
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host: str = "<HOST>"
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project_id: str = "<PROJECT_ID>"
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project_secret: str = "<PROJECT_SECRET>"
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client = Client(host, project_id, project_secret)
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tools: Dict[str, Callable[..., str]] = {
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'weather_lookup': weather_lookup_tool
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}
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chat_session = StatefulChat(client, tools)
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resp = chat_session.run("whats the weather in london?")
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print(resp)
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54
apps/python-sdk/src/rowboat/schema.py
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54
apps/python-sdk/src/rowboat/schema.py
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from typing import List, Optional, Union, Any, Literal
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from pydantic import BaseModel
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class SystemMessage(BaseModel):
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role: Literal['system']
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content: str
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class UserMessage(BaseModel):
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role: Literal['user']
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content: str
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class AssistantMessage(BaseModel):
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role: Literal['assistant']
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content: str
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agenticSender: Optional[str] = None
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agenticResponseType: Literal['internal', 'external']
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class FunctionCall(BaseModel):
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name: str
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arguments: str
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class ToolCall(BaseModel):
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id: str
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type: Literal['function']
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function: FunctionCall
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class AssistantMessageWithToolCalls(BaseModel):
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role: Literal['assistant']
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content: Optional[str] = None
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tool_calls: List[ToolCall]
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agenticSender: Optional[str] = None
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agenticResponseType: Literal['internal', 'external']
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class ToolMessage(BaseModel):
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role: Literal['tool']
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content: str
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tool_call_id: str
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tool_name: str
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ApiMessage = Union[
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SystemMessage,
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UserMessage,
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AssistantMessage,
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AssistantMessageWithToolCalls,
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ToolMessage
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]
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class ApiRequest(BaseModel):
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messages: List[ApiMessage]
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state: Any
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class ApiResponse(BaseModel):
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messages: List[ApiMessage]
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state: Any
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