An agent that uses XAI to achieve goals by executing tools
Project description
agentxai
A powerful autonomous agent framework powered by X.AI's Grok model.
Features
- AgentX: An autonomous agent that can execute complex missions using provided tools
tools: List of callable functions the agent can use to complete its mission- can be another agent, assuming the agent lives in a funciton
mission: String describing the goal or task to accomplishexit_function: Optional callback function executed upon mission completion- default is a success bool
system_prompt: Customizable prompt to guide agent behavior (default: autonomous goal-focused agent)model: AI model selection (default: "grok-beta")enable_logging: Toggle detailed logging (default: False)max_steps: Maximum execution steps before termination (default: 10)
- XAI: A robust client for interacting with X.AI's Grok model
- Cost tracking and token usage monitoring
- Automatic retries and error handling
- JSON response validation
- Configurable logging
example agent:
def my_function(input: str) -> str:
"""
A simple example function that can be passed to AgentX as a tool.
Args:
input (str): The input string to process
Returns:
str: The unmodified input string
"""
# do something with input
return input
def exit_function(message: str) -> int:
"""
A simple example exit function that can be passed to AgentX.
Args:
message (str): A string containing a number to convert
Returns:
int: The string converted to an integer
"""
try:
return int(message)
except ValueError:
return -1
agent = AgentX(
tools=[my_function],
mission="""
Do something with
#1 setup
- some useful details
#2 do something
- some details
#3 last thing to do
- some details
success criteria:
- that something is done
- it is done well
""",
exit_function=exit_function,
)
ENV
XAI_API_KEY=
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