orchestrapy 0.1.0

Contract-first Agentic AI framework

OrchestraPy

OrchestraPy is an enterprise-grade framework for building type-safe, contract-first Agentic AI microservices.

The Problem

Most agent frameworks treat LLM output as a "suggestion." In mission-critical enterprise environments—like supply chain demand forecasting or automated complaint analysis—this unpredictability is a liability. Existing frameworks often sacrifice structural integrity for conversational flexibility.

The Solution: OrchestraPy

OrchestraPy acts as a strict Data-Contract Firewall between your business logic and the LLM.

• Contract-First: Every agent interaction is governed by strict Pydantic schemas.
• Stateless Microservices: Optimized for scalable, audit-ready, stateless API deployments.
• Deterministic Tool-Calling: Forces agents to use deterministic Python tools rather than hallucinating mathematical outputs.

Quick Start

1. Install: pip install orchestrapy
2. Define: Create your input/output schemas using Pydantic.
3. Orchestrate:

from orchestrapy.base import BaseAgentService

class MyAgent(BaseAgentService[InputSchema, OutputSchema]):
    # Your agent logic here