Skip to main content

OpenTelemetry-based SDK for tracking and billing AI agent usage

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-4.0.0.tar.gz (15.5 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-4.0.0-py3-none-any.whl (13.1 kB view details)

Uploaded Python 3

File details

Details for the file agentbill_py_sdk-4.0.0.tar.gz.

File metadata

  • Download URL: agentbill_py_sdk-4.0.0.tar.gz
  • Upload date:
  • Size: 15.5 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-4.0.0.tar.gz
Algorithm Hash digest
SHA256 b6bec5eb5f1941d2c740cbbe61c89e75154ed6ae9138f03dd33f09ead5b71404
MD5 ef8100ce7981b28cbd46d6945dcb3297
BLAKE2b-256 1cca7ee014e276f196552fba720ae0c1e455ed99bb727c5c25b049f04b1ad88e

See more details on using hashes here.

File details

Details for the file agentbill_py_sdk-4.0.0-py3-none-any.whl.

File metadata

File hashes

Hashes for agentbill_py_sdk-4.0.0-py3-none-any.whl
Algorithm Hash digest
SHA256 b4861146b26785847e0f5eced961c8faa4a9cdd7288f755f07c00c937db42c69
MD5 1c6c3ffa3066d8a768cb8e47a7348013
BLAKE2b-256 8b05c99a96993b741058ce455c6274ba748056568bcdcd673832899af424b06a

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