agentx-dev 2.4

A lightweight LLM agent framework with standard and structured tool support use, prompt management, and support for OpenAI.

🧠 Bruce Agent

AgentX is a lightweight, extensible agentic framework for building custom LLM agents with structured tool use, prompt templates, and integration with OpenAI and Gemini models.

🚀 Features

• 🔁 Custom reasoning loop (AgentRunner)
• 🧩 Structured tool execution (Pydantic-based)
• 💬 Prompt templating and management
• 🔌 LLM-agnostic: supports OpenAI function calling and Google Gemini
• 🪄 Easy-to-use API for building agents

📦 Installation

published to PyPI:

pip install agentx-dev==2.3

Example use

from agentx_dev import AgentRunner, AgentType,ChatModel
from pydantic import BaseModel
from agentx_dev.Tools import StructuredTool,StandardTool
# Define a sample Stuctured tool
class MultiplyTool(BaseModel):
    a: int
    b: int

def multiply(a: int, b: int) -> int:
    return a * b

# Define a sample Standard tool
def Weather(weather:str):
    return f"{weather} is currently at 28 degree with a high of 32 and a low of 18 "

# Create chat model and agent
ReAct=AgentType.ReAct
chat_model = ChatModel.GPT(model="gpt-4", temperature=0.7)
tools = [StructuredTool(name="MultiplyTool",
                        description="useful when you need to add two numbers",
                        func=multiply,
                        args_schema=MultiplyTool
                        ),
         StandardTool(name="Weather",
                      description="when you need to check the weather of a location, input should be the str of the location",
                      func=Weather)]
# Create an AgentRunner instance
agent = AgentRunner(model=chat_model,Agent=ReAct, tools=tools)

# Initialize the agent with user input
response = agent.Initialize("What is 5 times 8?",ChatHistory=[{'role':"assistant",'content':'hello there how is it going'}])

# Print the result
print(response.content)


# output the Agent completion
agent.Initialize("i need the weather in Barrie")

 
├──agentx_dev/
│       ├── __init__.py
│       ├── agent/
│       │   ├── __init__.py
│       │   └── agent.py
│       ├── runner/
│       │   ├── __init__.py
│       │   └── agent_run.py
│       └── chatmodel.py
├── README.md
├── LICENSE
└── pyproject.toml

📚 Documentation (Coming Soon)

More tutorials, tool examples, and structured prompting guides coming soon.

🧑‍💻 Author

Bruce-Arhin Shadrach

📧 [e-mail]

🌐 GitHub

📝 License MIT License