python-0g 0.6.1.2

Official Python 0g.ai package for Inference & Storage SDK

python-0g

A Python client for the 0G.ai on-chain inference network. It lets you obtain an OpenAI-compatible client for any 0G provider (by ENS), sign requests locally with your wallet key, and query network/service metadata over the 0G smart contracts.

Highlights:

• OpenAI-compatible sync and async clients (drop-in for openai SDK)
• Provider discovery via on-chain contracts
• Local signing using your EVM private key
• Decentralized file storage with upload/download capabilities
• Utility helpers for balance/ledger and quoting costs

Requirements

• Python >= 3.10, < 4.0
• Node.js (required by the embedded JS bindings via the javascript package)
• An EVM private key funded on the 0G network
• RPC endpoint for the 0G testnet or mainnet (HTTP)

Installation

Install from PyPI:

pip install python-0g

Quick start

Set your credentials using environment variables:

• A0G_PRIVATE_KEY — your EVM private key (hex string without leading 0x)
• A0G_RPC_URL — RPC endpoint URL for the 0G network (optional; defaults to https://evmrpc-testnet.0g.ai)

Example (macOS/Linux):

export A0G_PRIVATE_KEY=YOUR_HEX_PRIVATE_KEY
export A0G_RPC_URL=https://evmrpc-testnet.0g.ai

Then use the SDK to get an OpenAI-compatible client for a provider and make a chat completion:

from a0g.base import A0G

# Replace with a valid provider ENS name registered on 0G (example placeholder)

a0g_client = A0G()
service = a0g_client.get_all_services()[1]
client = a0g_client.get_openai_client(service.provider)

resp = client.chat.completions.create(
    model=service.model,  # model used by the provider
    messages=[
        {"role": "system", "content": "You are a helpful assistant."},
        {"role": "user", "content": "Say hello from 0G!"},
    ],
)

print(resp.choices[0].message.content)

Async usage

import asyncio
from a0g.base import A0G

PROVIDER = "vllm-testnet.0gai.eth"  # replace with a valid provider

async def main():
    a0g_client = A0G()
    service = a0g_client.get_all_services()[1]
    
    aclient = a0g_client.get_openai_async_client(service.provider)
    resp = await aclient.chat.completions.create(
        model="meta-llama/Meta-Llama-3.1-8B-Instruct",
        messages=[
            {"role": "system", "content": "You are a helpful assistant."},
            {"role": "user", "content": "Ping?"},
        ],
    )
    print(resp.choices[0].message.content)

asyncio.run(main())

Working directly with the model type:

from a0g.base import A0G
from a0g.types.model import ServiceStructOutput

a0g_client = A0G()
svc = a0g_client.get_all_services()[1]
# If you already have a ServiceStructOutput instance `svc` from on-chain calls
print(svc.get_service_metadata())  # { 'endpoint': '.../v1/proxy', 'model': '...' }
quote = svc.get_quote()            # GET {url}/v1/quote, bigint-safe JSON
print(quote)

# Helpers to approximate byte-based accounting used by some providers:
inputs = ServiceStructOutput.get_input_count("Hello")
outputs = ServiceStructOutput.get_output_count("World")
print(inputs, outputs)

0G Storage

The SDK provides built-in support for 0G's decentralized storage network, allowing you to upload and download files directly to/from the blockchain storage layer.

Features

• Decentralized File Storage: Upload files to the 0G storage network with on-chain verification
• Content Addressing: Files are identified by cryptographic root hashes for integrity
• Seamless Integration: Works alongside the inference network for complete data workflows
• Transaction Tracking: Each upload returns both root hash and transaction hash for verification

Uploading Files

Use upload_to_storage() to store files on the 0G storage network:

from pathlib import Path
from a0g.base import A0G

# Initialize client
a0g = A0G()

# Upload a file to 0G storage
file_path = Path("my_document.txt")
storage_object = a0g.upload_to_storage(file_path)

print(f"Root Hash: {storage_object.root_hash}")
print(f"Transaction Hash: {storage_object.tx_hash}")

The method returns a ZGStorageObject containing:

• root_hash: Cryptographic hash identifying the stored content
• tx_hash: Blockchain transaction hash for the upload operation

Downloading Files

Use download_from_storage() to retrieve files using their root hash:

from pathlib import Path
from a0g.base import A0G
from a0g.types.storage import ZGStorageObject

# Initialize client
a0g = A0G()

# Create storage object reference
storage_obj = ZGStorageObject(
    root_hash="0x09527e9ba70e1eb55a776eaa5149bf36a79ace6490fe82660e44aa8ecba616da",
    tx_hash=""  # tx_hash not required for downloads
)

# Download to local file
download_path = Path("downloaded_file.txt")
result = a0g.download_from_storage(storage_obj, download_path)
print(f"Downloaded to: {download_path}")

Complete Upload/Download Example

from pathlib import Path
from a0g.base import A0G

# Initialize client
a0g = A0G()

# Upload a file
original_file = Path("data.json")
storage_obj = a0g.upload_to_storage(original_file)
print(f"Uploaded with root hash: {storage_obj.root_hash}")

# Download the same file
downloaded_file = Path("downloaded_data.json")
a0g.download_from_storage(storage_obj, downloaded_file)
print(f"Successfully downloaded to: {downloaded_file}")

On-chain helpers

A0G exposes basic helpers around the 0G contracts using web3.py:

from a0g.base import A0G
from web3.types import ENS

PROVIDER = "0x...."
sdk = A0G()
print("Balance (ETH):", sdk.get_balance())
print("Ledger inference address:", sdk.get_ledger_inference_address())
print("Ledger owner address:", sdk.get_ledger_owner_address())

acct = sdk.get_account(PROVIDER)
print("Provider account struct:", acct)

svc = sdk.get_service(PROVIDER)
print("Service struct:", svc)

Configuration

Environment Variables

• A0G_PRIVATE_KEY: hex-encoded EVM private key used to sign provider requests.
• A0G_RPC_URL: 0G RPC URL. Defaults to https://evmrpc-testnet.0g.ai if not provided.
• A0G_INDEXER_RPC_URL: 0G storage indexer endpoint for file upload/download operations. Defaults to:
  • Testnet: https://indexer-storage-testnet-turbo.0g.ai
  • Mainnet: https://indexer-storage-turbo.0g.ai

Constructor Parameters

The constructor also accepts keyword arguments to override environment variables:

from a0g.base import A0G

# Basic configuration
sdk = A0G(private_key="...", rpc_url="https://evmrpc-testnet.0g.ai")

# Full configuration including storage indexer
sdk = A0G(
    private_key="your_private_key",
    rpc_url="https://evmrpc-testnet.0g.ai",
    indexer_rpc_url="https://custom-indexer.example.com",
    network="testnet"  # or "mainnet"
)

Development

• Formatting/linting: ruff, isort, mypy are configured in pyproject for dev use.
• JS bindings: bundled under a0g/jsbindings and loaded via the javascript package; ensure Node.js is installed and accessible.

Run tests:

pytest -q

Troubleshooting

General Issues

• Module "javascript" or Node.js errors: Ensure Node.js is installed and available on PATH.
• RPC connection error: Verify A0G_RPC_URL is reachable; the SDK checks connectivity on init.
• Provider unavailable: get_openai_client raises if get_service_metadata returns unsuccessful; try another provider or network.
• HTTP 4xx/5xx: Check your wallet funding and provider's whitelist or availability windows.

Storage Issues

• Upload failures: Verify your wallet has sufficient funds and the file exists at the specified path.
• Download failures: Check that the root_hash is correct and the storage indexer endpoint (A0G_INDEXER_RPC_URL) is reachable.
• Indexer connection errors: Verify the storage indexer endpoint is correct for your network (testnet vs mainnet).
• File not found during download: The file may not have been fully propagated through the storage network; try again after a few minutes.

License

This project is licensed under the terms of the LICENSE file included in the repository.