60 lines
2.4 KiB
Python
60 lines
2.4 KiB
Python
from agents import Agent, AgentHooks
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from agents import OpenAIChatCompletionsModel, AsyncOpenAI, ModelSettings
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from agents import set_tracing_disabled
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from core.config import DEFAULT_MODEL, OLLAMA_BASE_URL, OLLAMA_API_KEY, OLLAMA_TIMEOUT, AGENT_TEMPERATURE
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from core.system_prompt import get_system_prompt
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from api.tools.judges import JudgesAPI
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from api.tools.courts import CourtsAPI
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from api.tools.contracts import ContractsAPI
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from api.tools.decisions import DecisionsAPI
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from api.tools.admin_proceedings import AdminProceedingsAPI
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from api.tools.civil_proceedings import CivilProceedingsAPI
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set_tracing_disabled(True)
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class MyAgentHooks(AgentHooks):
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async def on_start(self, context, agent):
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print(f"\n🏃♂️➡️ [AgentHooks] {agent.name} started.")
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async def on_end(self, context, agent, output):
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print(f"🏁 [AgentHooks] {agent.name} ended.")
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def assistant_agent(model_name: str = DEFAULT_MODEL) -> Agent:
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judge_api = JudgesAPI()
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court_api = CourtsAPI()
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contract_api = ContractsAPI()
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decision_api = DecisionsAPI()
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admin_proceedings_api = AdminProceedingsAPI()
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civil_proceedings_api = CivilProceedingsAPI()
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client = AsyncOpenAI(
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base_url=OLLAMA_BASE_URL,
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api_key=OLLAMA_API_KEY,
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timeout=OLLAMA_TIMEOUT,
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max_retries=0
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)
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model = OpenAIChatCompletionsModel(model=model_name, openai_client=client)
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agent = Agent(
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name="Assistant",
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instructions=get_system_prompt(model_name),
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model=model,
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model_settings=ModelSettings(temperature=AGENT_TEMPERATURE, tool_choice="auto", parallel_tool_calls=False),
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tools=[
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judge_api.judge, judge_api.judge_id, judge_api.judge_autocomplete,
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court_api.court, court_api.court_id, court_api.court_autocomplete,
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contract_api.contract, contract_api.contract_id, contract_api.contract_autocomplete,
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decision_api.decision, decision_api.decision_id, decision_api.decision_autocomplete,
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admin_proceedings_api.admin_proceedings, admin_proceedings_api.admin_proceedings_id,
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admin_proceedings_api.admin_proceedings_autocomplete,
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civil_proceedings_api.civil_proceedings, civil_proceedings_api.civil_proceedings_id,
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civil_proceedings_api.civil_proceedings_autocomplete,
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],
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tool_use_behavior="run_llm_again",
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reset_tool_choice=True,
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hooks=MyAgentHooks(),
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)
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return agent |