just-agents-core 0.4.4

Just Agents - Base Package

just-agents-core

A lightweight, straightforward core library for LLM agents - no over-engineering, just simplicity!

🎯 Core Features

• 🪶 Lightweight base agent implementations
• 📝 Simple string-based agent interactions
• 🔧 YAML-based prompt templating
• 🤖 LLM model integration through litellm
• 🔄 Chain of Thought reasoning capabilities

🏗️ Core Components

BaseAgent

A thin wrapper around litellm for basic LLM interactions. Provides:

• Simple prompt management
• Direct LLM communication
• Memory handling

ChatAgent

The fundamental building block for agent interactions:

from just_agents.simple.chat_agent import ChatAgent
from just_agents.simple.llm_options import LLAMA3_2_VISION

agent = ChatAgent(
    llm_options=LLAMA3_2_VISION,
    role="assistant",
    goal="help the user",
    task="answer questions"
)

ChainOfThoughtAgent

Extended agent with reasoning capabilities and function calling:

from just_agents.patterns.chain_of_throught import ChainOfThoughtAgent

agent = ChainOfThoughtAgent(
    tools=[your_function],
    llm_options=LLAMA3_2_VISION
)

📚 Usage

This core package is typically used as a dependency by other just-agents packages. For full usage examples and documentation, please refer to the main repository.

🔧 Installation

pip install just-agents-core