majordomo-frameworks

Framework adapters for routing LLM requests through Majordomo Gateway with centralized logging and cost tracking.

Installation

# Core package (no framework dependencies)
pip install majordomo-frameworks

# With Agno support
pip install majordomo-frameworks[agno]

# With Pydantic AI support
pip install majordomo-frameworks[pydantic-ai]

Quick Start

Shared utilities (zero dependencies)

from majordomo_frameworks import build_headers, check_environment, Provider

# Check required env vars are set
missing = check_environment("openai")

# Build gateway headers
headers = build_headers(feature="my-feature", step="inference", user_id="alice")

Agno

from majordomo_frameworks.agno import create_model

model = create_model("openai", feature="support-agent", user_id="alice")

Pydantic AI

from majordomo_frameworks.pydantic_ai import create_model, build_extra_headers
from pydantic_ai.settings import AnthropicModelSettings

# Create model routed through the gateway
model = create_model("anthropic")

# Build headers for model settings
headers = build_extra_headers(feature="research-agent", step="synthesis")

# Use with Pydantic AI model settings
settings = AnthropicModelSettings(
    extra_headers=headers,
    # ... other settings like anthropic_thinking, etc.
)

Supported Providers

Environment Variables

Documentation

• Pydantic AI Guide - Complete guide with migration instructions, advanced usage, and examples

Examples

• Agno Support Agent - Multi-turn conversations with per-user cost tracking
• Pydantic AI Research Agent - Multi-step research workflow with structured outputs

License

MIT