dapp-sdk 1.0.0

Official Python SDK for DAPP AI Cost Platform - Measure, verify, and standardize AI computational costs

DAPP SDK - Python

Official Python client for the DAPP AI Cost Platform. Measure, verify, and standardize AI computational costs across providers using Decentralized Compute Units (DCU).

Features

• Token Counting: Accurate token counting using official provider tokenizers
• DCU Calculation: Convert provider-specific costs to standardized DCU
• Markup Validation: Real-time tolerance breach detection
• Efficiency Ratios: Calculate and compare provider efficiency
• Carbon Footprint: Track sustainability metrics
• ROI Computation: Comprehensive cost-benefit analysis

Installation

pip install dapp-sdk

Quick Start

from dapp_sdk import DAPPClient
import os

# Initialize client
client = DAPPClient(
    base_url=os.getenv("DAPP_API_URL", "https://your-production-domain.com"),
    api_key="your-api-key"
)

# Count tokens with official tokenizers
result = client.count_tokens(
    text="Hello, world!",
    model="gpt-4"
)
print(f"Tokens: {result['tokenCount']}")

# Calculate DCU cost
dcu_result = client.calculate_dcu(
    input_tokens=100,
    output_tokens=50,
    model="gpt-4",
    provider="openai"
)
print(f"DCU Cost: {dcu_result['dcuCost']}")

Environment Variables

Set DAPP_API_URL to your DAPP platform URL:

export DAPP_API_URL=https://your-domain.com

Documentation

Full documentation available at docs.dapp-platform.com

Support

• Email: [e-mail]
• Issues: https://github.com/dapp-platform/dapp-sdk/issues

License

MIT License - see LICENSE file for details