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A Python utils SDK for xpander.ai services.

Project description

xpander_utils Package Development Guide

Local Development

To set up the project locally, follow these steps:

Local Build and Link

Install the package in editable mode:

pip install -e .

Usage

To use the xpander-utils package, install it via pip:

pip install xpander-utils

Example Code

Below is an example of how to use the SmolAgentsAdapter for bridging xpander.ai and smolagents:

from smolagents import OpenAIServerModel, ToolCallingAgent, ActionStep, MultiStepAgent
from xpander_utils.sdk.adapters import SmolAgentsAdapter


llm_api_key = "{YOUR_LLM_KEY}"

# get xpander agent
xpander = SmolAgentsAdapter(agent_id="{YOUR_AGENT_ID}", api_key="{YOUR_API_KEY}")

# declare model
model = OpenAIServerModel(
    model_id="gpt-4o",
    api_key=llm_api_key
)

# init xpander task
prompt = "get the longest tag"
xpander.add_task(input=prompt)

# convert xpander tools to smolagents

# create the agent
agent = ToolCallingAgent(step_callbacks=[xpander.step_callback()],tools=xpander.get_tools(),model=model,prompt_templates={"system_prompt": xpander.get_system_prompt()})

# init memory from xpander
xpander.init_memory(agent=agent)

result = agent.run(task=prompt, reset=False)

Package Information

  • Package Name: xpander_utils
  • Version: 0.0.1
  • Author: xpanderAI
  • Email: dev@xpander.ai
  • Description: A Python utilities SDK for xpander.ai services.
  • URL: xpander.ai

Dependencies

The package requires the following dependencies:

  • pydantic
  • loguru
  • smolagents
  • xpander-sdk

Supported Python Versions

This package requires Python >=3.12.17.

License

This project is licensed under the MIT License.

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