AnoSys is a full-stack AI observability platform that ingests traces, metrics, logs, evals, and custom signals via OpenTelemetry or native SDKs — giving you a single system of record across every framework. Whether you run LangChain, CrewAI, OpenAI Agents SDK, or custom instrumentation, AnoSys normalizes everything into a unified backend. No vendor lock-in, no data silos.

The unified Python SDK for AnoSys. Ships as modular packages you can install independently:

pip install anosys-sdk-core          # Core decorator & logger
pip install anosys-sdk-openai        # OpenAI API auto-instrumentation
pip install anosys-sdk-openai-agents # OpenAI Agents SDK integration

Quick start — OpenAI integration:

from openai import OpenAI
from anosys_sdk_openai import AnosysOpenAILogger

AnosysOpenAILogger()                       # Initialize once

client = OpenAI()
response = client.chat.completions.create(
    model="gpt-4o-mini",
    messages=[{"role": "user", "content": "Hello!"}]
)
# Calls are automatically logged to AnoSys ✨

Quick start — OpenAI Agents:

from agents import Agent, Runner, set_tracing_processor
from anosys_sdk_openai_agents import AnosysOpenAIAgentsLogger

set_tracing_processor(AnosysOpenAIAgentsLogger())

agent = Agent(name="Assistant", instructions="You are helpful.")
result = Runner.run_sync(agent, "Hello!")

Quick start — Custom function logging:

from anosys_sdk_core import anosys_logger

@anosys_logger(source="my_app")
def my_function(data):
    return process(data)

License: Apache 2.0

Automatic observability for OpenAI API calls with zero-config instrumentation. Available for both Python and Node.js.

Key features:

• ✅ Zero-config instrumentation — just install and use
• ✅ Full streaming support with chunk aggregation
• ✅ OpenTelemetry Gen AI semantic conventions
• ✅ Custom decorators for any function (sync or async)
• ✅ Error tracking with full stack traces
• ✅ Distributed tracing with trace IDs

Observability integration for the OpenAI Agents SDK — trace tool calls, agent decisions, and multi-agent handoffs.

A live showcase of AnoSys agentic capabilities built around a luxury real-estate experience (Elysian Estates). Demonstrates intelligent chat orchestration with @openai/chatkit-react, agentic workflows for complex inquiries, and context-aware AI assistants.

┌─────────────────┐
│  Your App Code  │
└────────┬────────┘
         │
         ▼
┌─────────────────┐     ┌──────────────────┐
│  AnoSys Logger  │────▶│  OpenTelemetry   │
│  (Interceptor)  │     │ Instrumentation  │
└────────┬────────┘     └──────────────────┘
         │
         ▼
┌─────────────────┐
│   OpenAI API    │
└────────┬────────┘
         │
         ▼
┌─────────────────┐
│   AnoSys API    │
│   (Telemetry)   │
└─────────────────┘

1. Sign up at console.anosys.ai and grab your API key.
2. Install the SDK package for your framework:

   pip install anosys-sdk-openai

3. Set environment variables:

   export ANOSYS_API_KEY="your-anosys-key"
   export OPENAI_API_KEY="your-openai-key"

4. Initialize the logger and use your AI framework normally — calls are captured automatically.

• 🌐 Website: anosys.ai
• 📖 Documentation: docs.anosys.ai
• 🎮 Console: console.anosys.ai
• 📧 Support: support@anosys.ai

Individual repositories are licensed under their own terms. The primary SDK is released under the Apache 2.0 license. See each repository for details.