Allora Plugin for GOAT SDK

A plugin for the GOAT SDK that provides AI-powered blockchain analytics and predictive modeling capabilities through the Allora API.

Installation

# Install the plugin
poetry add goat-sdk-plugin-allora

# Install optional wallet dependencies for chain-specific operations
poetry add goat-sdk-wallet-evm
poetry add goat-sdk-wallet-solana

Usage

from goat_plugins.allora import allora, AlloraPluginOptions

# Initialize the plugin
options = AlloraPluginOptions(
    api_key="${OPENAI_API_KEY}",  # Your Allora API key
    model="allora-v1"  # Optional: Specify model version
)
plugin = allora(options)

# Get price prediction
prediction = await plugin.predict_price(
    token_address="0x6B175474E89094C44Da98b954EedeAC495271d0F",  # DAI
    chain_id=1,  # Ethereum
    timeframe="1d"  # Prediction timeframe
)

# Analyze token sentiment
sentiment = await plugin.analyze_sentiment(
    token_address="0x6B175474E89094C44Da98b954EedeAC495271d0F",  # DAI
    chain_id=1,
    data_sources=["social", "on-chain"]
)

# Get market insights
insights = await plugin.get_market_insights(
    chain_id=1,
    category="defi",
    timeframe="7d"
)

Features

• AI-Powered Analytics:

  • Price predictions
  • Market sentiment analysis
  • Pattern recognition
  • Anomaly detection

• Data Integration:

  • On-chain data analysis
  • Social sentiment analysis
  • Technical indicators
  • Volume profiling

• Market Intelligence:

  • Trend identification
  • Risk assessment
  • Market correlation
  • Volatility analysis

• Supported Networks:

  • Ethereum
  • Polygon
  • BSC
  • Arbitrum
  • Optimism
  • Avalanche
  • Solana
  • Base

• Advanced Features:

  • Custom model training
  • Real-time predictions
  • Backtesting capabilities
  • Multi-timeframe analysis

License

This project is licensed under the terms of the MIT license.