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| from typing import Any, Optional |
| from uuid import uuid4 |
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|
| class BaseInteraction: |
| def __init__(self, config: dict[str, Any]): |
| self.config = config |
| self.name: str = config.get("name", "interaction_agent") |
|
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| async def start_interaction(self, instance_id: Optional[str] = None, **kwargs) -> str: |
| """Create a tool instance. |
| |
| Args: |
| instance_id: The instance id of the tool. |
| |
| Returns: |
| The instance id of the tool. |
| """ |
| if instance_id is None: |
| return str(uuid4()) |
| else: |
| return instance_id |
|
|
| async def generate_response( |
| self, instance_id: str, messages: list[dict[str, Any]], **kwargs |
| ) -> tuple[bool, str, float, dict[str, Any]]: |
| """ |
| Generates a response for the current turn of interaction. |
| Returns a tuple containing: |
| - should_terminate_sequence (bool): True if the interaction sequence should end. |
| - response_content (str): The textual content of the response. |
| - current_turn_score (float): The score for this specific turn/response. |
| - additional_data (dict): Any extra information or metadata. |
| """ |
| should_terminate_sequence: bool = False |
| response_content: str = "Your current result seems acceptable." |
| current_turn_score: float = 0.8 |
| additional_data: dict[str, Any] = {} |
| return should_terminate_sequence, response_content, current_turn_score, additional_data |
|
|
| async def calculate_score(self) -> float: |
| """ |
| Calculates a score for the interaction, |
| potentially considering aspects like partial exposure & in-context task switching. |
| should be invoke at turn-level |
| """ |
| |
| score = 0.0 |
| return score |
|
|
| async def finalize_interaction(self) -> None: |
| """ |
| Finalizes the interaction session and releases any associated state or resources. |
| Simulates: release state |
| """ |
| |
| pass |
|
|
