updating agent

This commit is contained in:
Joao Moura
2023-11-05 14:19:32 -03:00
parent 308349442c
commit 29d91513d5

View File

@@ -1,6 +1,6 @@
"""Generic agent."""
from typing import List, Any
from typing import List
from pydantic import BaseModel, Field
from langchain.tools import Tool
@@ -10,21 +10,39 @@ from langchain.tools.render import render_text_description
from langchain.agents.format_scratchpad import format_log_to_str
from langchain.agents.output_parsers import ReActSingleInputOutputParser
from .prompts import AGENT_EXECUTION_PROMPT
from .prompts import Prompts
class Agent(BaseModel):
"""Generic agent implementation."""
role: str = Field(description="Role of the agent")
goal: str = Field(description="Objective of the agent")
backstory: str = Field(description="Backstory of the agent")
tools: List[Tool] = Field(description="Tools at agents disposal")
llm: str = Field(description="LLM of the agent", default=OpenAI(
temperature=0.7,
model="gpt-4",
verbose=True
))
tools: List[Tool] = Field(
description="Tools at agents disposal",
default=[]
)
prompts: Prompts = Field(
description="Prompts class for the agent.",
default=Prompts
)
llm: str = Field(
description="LLM of the agent",
default=OpenAI(
temperature=0.7,
model="gpt-4",
verbose=True
)
)
def execute(self, task: str) -> str:
prompt = AGENT_EXECUTION_PROMPT.partial(
"""
Execute a task with the agent.
Parameters:
task (str): Task to execute
Returns:
output (str): Output of the agent
"""
prompt = Prompts.AGENT_EXECUTION_PROMPT.partial(
tools=render_text_description(self.tools),
tool_names=self.__tools_names(),
backstory=self.backstory,