paralegal 0.1.0

Multi-tenant LLM observability powered by OpenLLMetry

Paralegal - Multi-Tenant LLM Observability

Complete observability for your LLM applications with one line of code.

Installation

pip install paralegal

Quick Start

import paralegal
from openai import OpenAI

# Initialize with your API key
paralegal.init(api_key="pl_your_api_key_here")

# Your LLM calls are now automatically traced
client = OpenAI()
response = client.chat.completions.create(
    model="gpt-4",
    messages=[{"role": "user", "content": "Hello!"}]
)

Getting Your API Key

1. Sign up at your customer portal
2. Get your API key
3. Use it in your code or set as environment variable:

export PARALEGAL_API_KEY="pl_your_api_key"

Supported Providers

• ✅ OpenAI / Azure OpenAI
• ✅ Anthropic (Claude)
• ✅ Google AI (Gemini)
• ✅ AWS Bedrock
• ✅ Cohere
• ✅ HuggingFace
• ✅ LangChain
• ✅ LlamaIndex
• And many more via OpenLLMetry

Advanced Usage

Custom App Name

paralegal.init(
    api_key="pl_xxx",
    app_name="my-chatbot-prod"
)

Disable Batching (for testing)

paralegal.init(
    api_key="pl_xxx",
    disable_batch=True
)

Association Properties

paralegal.set_association_properties({
    "user_id": "user_123",
    "session_id": "session_456"
})

Documentation

Built on top of OpenLLMetry and OpenTelemetry for industry-standard observability.

License

MIT License