symbolica-agentica 0.3.0

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

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("Type-constrained generation, in your codebase, is the future.")

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.

Contributing

See CONTRIBUTING.md for guidelines. All contributors must agree to our CLA.

Code of Conduct

This project adheres to a Code of Conduct. By participating, you are expected to uphold this code.

License

See LICENSE.