Skip to main content

OpenTelemetry-based SDK for tracking and billing AI agent usage with Cost Guard protection

Project description

AgentBill Python SDK

OpenTelemetry-based SDK for automatically tracking and billing AI agent usage.

Installation

From PyPI (Recommended)

pip install agentbill-py-sdk

From PyPI (Coming Soon)

pip install agentbill

From Source

# Clone your repository and install
git clone https://github.com/yourusername/agentbill-python-sdk.git
cd agentbill-python-sdk
pip install -e .

File Structure

agentbill-python/
├── agentbill/
│   ├── __init__.py
│   ├── client.py
│   ├── tracer.py
│   └── types.py
├── examples/
│   ├── openai_basic.py
│   ├── anthropic_basic.py
│   ├── bedrock_basic.py
│   ├── azure_openai_basic.py
│   ├── mistral_basic.py
│   └── google_ai_basic.py
├── tests/
│   ├── test_agentbill.py
│   └── test_tracer.py
├── README.md
├── setup.py
├── pyproject.toml
├── pytest.ini
├── Makefile
├── CHANGELOG.md
├── CONTRIBUTING.md
├── SECURITY.md
└── LICENSE

Quick Start

from agentbill import AgentBill
import openai

# Initialize AgentBill
agentbill = AgentBill.init({
    "api_key": "your-api-key",
    "customer_id": "customer-123",
    "debug": True
})

# Wrap your OpenAI client
client = agentbill.wrap_openai(openai.OpenAI(
    api_key="sk-..."
))

# Use normally - all calls are automatically tracked!
response = client.chat.completions.create(
    model="gpt-4",
    messages=[{"role": "user", "content": "Hello!"}]
)

Features

  • ✅ Zero-config instrumentation
  • ✅ Accurate token & cost tracking
  • ✅ Multi-provider support (OpenAI, Anthropic, Bedrock, Azure OpenAI, Mistral, Google AI)
  • ✅ Rich metadata capture
  • ✅ OpenTelemetry-based

Supported Providers

  • OpenAI - GPT-4, GPT-5, Embeddings, DALL-E, Whisper, TTS
  • Anthropic - Claude Sonnet, Claude Opus
  • AWS Bedrock - Claude, Titan, and other Bedrock models
  • Azure OpenAI - GPT models via Azure
  • Mistral AI - Mistral models
  • Google AI - Gemini Pro, Gemini Flash

Provider Examples

OpenAI

from agentbill import AgentBill
import openai

agentbill = AgentBill.init({"api_key": "your-api-key"})
client = agentbill.wrap_openai(openai.OpenAI(api_key="sk-..."))

response = client.chat.completions.create(
    model="gpt-4",
    messages=[{"role": "user", "content": "Hello!"}]
)

Anthropic

from agentbill import AgentBill
import anthropic

agentbill = AgentBill.init({"api_key": "your-api-key"})
client = agentbill.wrap_anthropic(anthropic.Anthropic(api_key="sk-ant-..."))

response = client.messages.create(
    model="claude-sonnet-4-20250514",
    max_tokens=1024,
    messages=[{"role": "user", "content": "Hello!"}]
)

AWS Bedrock

from agentbill import AgentBill
import boto3

agentbill = AgentBill.init({"api_key": "your-api-key"})
bedrock = agentbill.wrap_bedrock(boto3.client('bedrock-runtime'))

response = bedrock.invoke_model(
    modelId='anthropic.claude-v2',
    body=json.dumps({
        "prompt": "Hello!",
        "max_tokens_to_sample": 300
    })
)

Azure OpenAI

from agentbill import AgentBill
from openai import AzureOpenAI

agentbill = AgentBill.init({"api_key": "your-api-key"})
client = agentbill.wrap_azure_openai(AzureOpenAI(
    api_key="your-azure-key",
    api_version="2024-02-01",
    azure_endpoint="https://your-resource.openai.azure.com"
))

response = client.chat.completions.create(
    model="gpt-4",
    messages=[{"role": "user", "content": "Hello!"}]
)

Mistral AI

from agentbill import AgentBill
from mistralai import Mistral

agentbill = AgentBill.init({"api_key": "your-api-key"})
client = agentbill.wrap_mistral(Mistral(api_key="your-mistral-key"))

response = client.chat.complete(
    model="mistral-large-latest",
    messages=[{"role": "user", "content": "Hello!"}]
)

Google AI (Gemini)

from agentbill import AgentBill
import google.generativeai as genai

agentbill = AgentBill.init({"api_key": "your-api-key"})
genai.configure(api_key="your-google-key")
model = genai.GenerativeModel('gemini-pro')
wrapped_model = agentbill.wrap_google_ai(model)

response = wrapped_model.generate_content("Hello!")

Configuration

config = {
    "api_key": "your-api-key",        # Required
    "base_url": "https://...",         # Optional
    "customer_id": "customer-123",     # Optional
    "debug": True                       # Optional
}

agentbill = AgentBill.init(config)

Publishing to PyPI

Prerequisites

  1. Create a PyPI account at https://pypi.org/account/register/
  2. Generate an API token at https://pypi.org/manage/account/token/
  3. Create ~/.pypirc file with your token:
[pypi]
username = __token__
password = pypi-YOUR_API_TOKEN_HERE

Publishing Steps

# Build the package
python setup.py sdist bdist_wheel

# Upload to PyPI
pip install twine
twine upload dist/*

GitHub Repository Setup

  1. Create your GitHub repository (e.g., agentbill-python-sdk)
  2. Push all files (agentbill/, examples/, LICENSE, setup.py, README.md)
  3. Tag releases: git tag v1.0.0 && git push origin v1.0.0
  4. Users can install with: pip install agentbill-py-sdk

License

MIT

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

agentbill_py_sdk-7.6.5.tar.gz (44.0 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

agentbill_py_sdk-7.6.5-py3-none-any.whl (48.5 kB view details)

Uploaded Python 3

File details

Details for the file agentbill_py_sdk-7.6.5.tar.gz.

File metadata

  • Download URL: agentbill_py_sdk-7.6.5.tar.gz
  • Upload date:
  • Size: 44.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.11.14

File hashes

Hashes for agentbill_py_sdk-7.6.5.tar.gz
Algorithm Hash digest
SHA256 f779a5445a7065bd2e6226158a6f9a68624bce2969642f930dac996d8103bf68
MD5 474bb460aadd48ab47fff59e1c9d75c7
BLAKE2b-256 c25f91c18370d9566c5c2290ac4ca5700666fea96365c624e847a1f1f80defc6

See more details on using hashes here.

File details

Details for the file agentbill_py_sdk-7.6.5-py3-none-any.whl.

File metadata

File hashes

Hashes for agentbill_py_sdk-7.6.5-py3-none-any.whl
Algorithm Hash digest
SHA256 406db6ee81bca27b610d2f81cac8dad39b72bfdf8a09a8ecddf11575c09b33b1
MD5 3f12635bf84cf53e92a1b956e449ccba
BLAKE2b-256 1886f1b845556a3abb21bd8394049911e62ee790bef00f4f53fb0c7f4d49dc7f

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page