Entity Framework πŸš€οƒ

Build Production-Ready AI Agents 10x Faster

PyPI version Documentation Status Python 3.11+ License: MIT

Stop fighting with boilerplate. Start building intelligent agents.

Entity transforms AI development from a complex engineering challenge into simple, composable components. While other frameworks force you to write thousands of lines of coupled code, Entity’s revolutionary plugin architecture lets you build production-ready agents in hours, not weeks.

# Traditional approach: 2000+ lines of code, 2-3 weeks
# Entity approach: This is it. Seriously.

from entity import Agent
agent = Agent.from_config("your_agent.yaml")
await agent.chat("")  # Interactive intelligent agent with memory, tools, safety

Quick Navigation

Getting Started:

Learning:

Reference:

30-Second Demo

# Install Entity
pip install entity-core

# Run your first agent
python -c "
from entity import Agent
from entity.defaults import load_defaults
import asyncio

async def demo():
    agent = Agent(resources=load_defaults())
    await agent.chat('')  # Interactive chat starts immediately!

asyncio.run(demo())
"

Why Choose Entity?

Ready to Get Started?

  1. New to Entity? β†’ Start with Why Entity Framework? to understand the value proposition

  2. Ready to code? β†’ Jump to Installation Guide and Getting Started with Entity Framework

  3. Want hands-on learning? β†’ Try our 5-Minute Quick Start Guide tutorial

  4. Need examples? β†’ Explore our comprehensive Examples & Tutorials

  5. Technical deep-dive? β†’ Read about Entity’s Entity Framework: Complete Architecture Guide

Indices and tables