Package Exports

solana-gen-ai-lib

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Solana Gen AI Lib

AI-powered utility library for Solana blockchain operations including transaction analysis, token insights, risk assessment, and trading strategies.

Installation

npm install solana-gen-ai-lib

Features

🧠 AI-Powered Analysis - Intelligent transaction and token analysis
📊 Risk Assessment - Automated risk detection and recommendations
📈 Price Prediction - AI-powered price forecasting
🎯 Trading Strategies - Generate personalized trading strategies
💰 Portfolio Insights - Comprehensive portfolio analysis
🔍 Anomaly Detection - Detect unusual patterns in transactions
🚀 Optimization Suggestions - AI recommendations for wallet optimization
📝 Transaction Summaries - Generate readable transaction descriptions
🤖 Sentiment Analysis - Analyze market sentiment for tokens
⚡ Transaction Simulation - Simulate transactions before execution
🔐 Security Analysis - Advanced risk detection
📉 Market Analysis - Comprehensive market insights
🎲 Trading Tactics - AI-generated trading recommendations

Usage

Transaction Analysis

const SolanaGenAI = require('solana-gen-ai-lib');

const transaction = {
    signature: 'abc123...',
    slot: 12345,
    amount: 1000,
    recipients: []
};

const summary = SolanaGenAI.generateTransactionSummary(transaction);
console.log(summary);

Token Analysis

const analysis = SolanaGenAI.analyzeToken('So11111111111111111111111111111111111111112', {
    includeTrend: true,
    includeHolders: true
});

console.log(analysis);
// {
//   mint: 'So11111111111111111111111111111111111111112',
//   score: 75,
//   recommendation: 'BUY',
//   indicators: { liquidity: 'MEDIUM', volume: 'NORMAL', holders: 5423 }
// }

Price Prediction

const prediction = SolanaGenAI.predictPrice('SOL', 7);
console.log(prediction);
// {
//   symbol: 'SOL',
//   currentPrice: '123.45',
//   predictedPrice: '135.67',
//   trend: 'UP',
//   confidence: '72.3%',
//   timeframe: '7 days'
// }

Trading Strategy

const strategy = SolanaGenAI.generateStrategy('SOL', {
    risk: 'MEDIUM',
    timeframe: 'SHORT',
    type: 'SWING'
});

console.log(strategy);

Risk Assessment

const assessment = SolanaGenAI.assessRisk({
    amount: 50000,
    isSmartContract: true,
    fromUntrustedSource: false
});

console.log(assessment);
// { score: 35, level: 'MEDIUM', factors: [...], recommendation: 'Proceed with caution' }

Portfolio Insights

const tokens = [
    { symbol: 'SOL', value: 1000, balance: 10 },
    { symbol: 'USDC', value: 500, balance: 500 }
];

const insights = SolanaGenAI.generatePortfolioInsights(tokens);
console.log(insights);

Anomaly Detection

const anomalies = SolanaGenAI.detectAnomalies([
    { amount: 100000, isNewAddress: true },
    { amount: 200000, isNewAddress: true }
]);

console.log(anomalies);

Wallet Optimization

const wallet = {
    tokens: [{ balance: 0.001 }, { balance: 0.002 }],
    recentFeeUsage: 150
};

const optimizations = SolanaGenAI.suggestOptimizations(wallet);
console.log(optimizations);

Sentiment Analysis

const sentiment = SolanaGenAI.analyzeSentiment('SOL');
console.log(sentiment);
// {
//   symbol: 'SOL',
//   overall: 'BULLISH',
//   socialMedia: 'BULLISH',
//   news: 'NEUTRAL',
//   technical: 'BULLISH'
// }

Transaction Simulation

const simulation = SolanaGenAI.simulateTransaction({
    amount: 50000
});

console.log(simulation);
// {
//   success: true,
//   gasEstimate: '0.005 SOL',
//   executionTime: '1234ms',
//   potentialSlippage: '0.5%',
//   warnings: [...],
//   recommendations: [...]
// }

API Reference

Core Functions

`generateTransactionSummary(transaction, options?)`

Generate AI-powered transaction summary.

`analyzeRiskLevel(transaction)`

Analyze transaction risk level.

`generateSuggestions(wallet, operation)`

Get AI suggestions for wallet operations.

`analyzeToken(tokenMint, options?)`

Analyze token with AI insights.

`generatePortfolioInsights(tokens)`

Generate comprehensive portfolio insights.

`predictPrice(tokenSymbol, timeframe?)`

Predict token price with confidence.

`generateStrategy(tokenSymbol, options?)`

Generate AI trading strategy.

`assessRisk(transaction)`

Comprehensive risk assessment.

`analyzeSentiment(tokenSymbol)`

Analyze market sentiment.

`suggestOptimizations(wallet)`

Get wallet optimization suggestions.

`simulateTransaction(transaction)`

Simulate transaction execution.

`detectAnomalies(transactions)`

Detect unusual patterns.

`generateDescription(transaction)`

Generate transaction description.

Requirements

Node.js >= 14.0.0

License

MIT

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

Support

For issues and questions, please visit our GitHub Issues.