ruDra2916/KnowSphere

1# agents.py
2
3import uuid
4from contextlib import contextmanager
5from typing import Callable, Any
6import functools
7import asyncio
8
9
10# Simulated trace functionality
11def gen_trace_id() -> str:
12    return str(uuid.uuid4())
13
14@contextmanager
15def trace(name: str, trace_id: str = None):
16    print(f"[TRACE START] {name} - Trace ID: {trace_id}")
17    yield
18    print(f"[TRACE END] {name} - Trace ID: {trace_id}")
19
20
21# Simulated Agent class
22class Agent:
23    def __init__(self, name, instructions, tools=None, model=None, output_type=None, model_settings=None):
24        self.name = name
25        self.instructions = instructions
26        self.tools = tools or []
27        self.model = model
28        self.output_type = output_type
29        self.model_settings = model_settings
30
31    async def __call__(self, input_text: str):
32        print(f"[{self.name}] executing on input: {input_text}")
33        return f"[Simulated output for: {input_text}]"
34
35
36# Dummy Runner for running agents
37class Runner:
38    @staticmethod
39    async def run(agent: Agent, input_text: str):
40        print(f"Running {agent.name} with input:\n{input_text}\n")
41        class DummyResult:
42            def final_output_as(self, _):
43                return agent.output_type()
44            @property
45            def final_output(self):
46                return "[Simulated final output]"
47        return DummyResult()
48
49
50# Simulated decorator
51def function_tool(func: Callable) -> Callable:
52    @functools.wraps(func)
53    def wrapper(*args, **kwargs):
54        print(f"Function tool called: {func.__name__}")
55        return func(*args, **kwargs)
56    return wrapper
57
58
59# Simulated WebSearchTool
60class WebSearchTool:
61    def __init__(self, search_context_size="low"):
62        self.context_size = search_context_size
63
64
65# Simulated model settings
66class ModelSettings:
67    def __init__(self, tool_choice=None):
68        self.tool_choice = tool_choice
69