symbolica-agentica 0.4.0

Agentica Python SDK

Agentica Python SDK

Agentica is a type-safe AI framework that lets LLM agents integrate with your code—functions, classes, live objects, even entire SDKs. Instead of building MCP wrappers or brittle schemas, you pass references directly; the framework enforces your types at runtime, constrains return types, and manages agent lifecycle.

Documentation

The full documentation can be found at docs.symbolica.ai.

Installation

pip install symbolica-agentica

Grab an API key here.

export AGENTICA_API_KEY=<your-api-key>

Want to run locally? Run the Agentica Server.

Quick Example

from agentica import agentic
from typing import Literal

@agentic()
async def analyze(text: str) -> Literal["positive", "neutral", "negative"]:
    """Analyze sentiment"""
    ...

result = await analyze("Agentica is an amazing framework!")

See the Quickstart Guide for a complete walkthrough.

Requirements

Python 3.12 or 3.13, uv.

Issues

Please report bugs, feature requests, and other issues in the symbolica/agentica-issues repository.

License

This project is licensed under the MIT License.