Documentation

WebSocket Connection

const ws = new WebSocket('wss://api.pumpseek.io/v1/stream');

ws.onopen = () => {
    // Subscribe to real-time token updates
    ws.send(JSON.stringify({
        action: 'subscribe',
        channel: 'tokens',
        filters: {
            minMarketCap: 1000000,
            minVolume: 50000
        }
    }));
};

ws.onmessage = (event) => {
    const data = JSON.parse(event.data);
    if (data.type === 'token_update') {
        console.log('New token data:', data.payload);
    }
};

REST API Example

// Fetch token analysis
async function getTokenAnalysis(mintAddress) {
    const response = await fetch(`https://api.pumpseek.io/v1/tokens/${mintAddress}/analysis`, {
        headers: {
            'Authorization': 'Bearer YOUR_API_KEY',
            'Content-Type': 'application/json'
        }
    });
    
    const data = await response.json();
    return data;
}

// Get social sentiment analysis
async function getSocialSentiment(symbol) {
    const response = await fetch(`https://api.pumpseek.io/v1/social/sentiment`, {
        method: 'POST',
        headers: {
            'Authorization': 'Bearer YOUR_API_KEY',
            'Content-Type': 'application/json'
        },
        body: JSON.stringify({
            symbol: symbol,
            timeframe: '24h'
        })
    });
    
    const data = await response.json();
    return data;
}

Custom Trading Signals

Create custom trading signals using our AI models:

class CustomSignalGenerator {
    constructor(apiKey) {
        this.apiKey = apiKey;
        this.baseUrl = 'https://api.pumpseek.io/v1';
    }

    async createSignal(params) {
        const indicators = await this.fetchIndicators(params.token);
        const sentiment = await this.fetchSentiment(params.token);
        
        return {
            token: params.token,
            signal: this.analyzeData(indicators, sentiment),
            confidence: this.calculateConfidence(indicators, sentiment),
            timestamp: new Date().toISOString()
        };
    }

    async fetchIndicators(token) {
        // Fetch technical indicators
        const response = await fetch(
            `${this.baseUrl}/indicators/${token}`,
            {
                headers: { 'Authorization': `Bearer ${this.apiKey}` }
            }
        );
        return await response.json();
    }

    analyzeData(indicators, sentiment) {
        // Custom signal logic
        const technicalScore = this.calculateTechnicalScore(indicators);
        const sentimentScore = sentiment.score;
        
        if (technicalScore > 0.7 && sentimentScore > 0.6) {
            return 'strong_buy';
        } else if (technicalScore < 0.3 && sentimentScore < 0.4) {
            return 'strong_sell';
        }
        return 'neutral';
    }
}

Automated Trading Integration

Example of integrating PumpSeek signals with automated trading:

class PumpSeekTrader {
    constructor(config) {
        this.pumpseek = new PumpSeekClient(config.apiKey);
        this.wallet = new SolanaWallet(config.privateKey);
        this.minConfidence = config.minConfidence || 0.8;
    }

    async startTrading() {
        // Subscribe to real-time signals
        this.pumpseek.subscribeToSignals(async (signal) => {
            if (signal.confidence >= this.minConfidence) {
                await this.executeTradeStrategy(signal);
            }
        });
    }

    async executeTradeStrategy(signal) {
        const position = await this.calculatePosition(signal);
        if (position.shouldTrade) {
            await this.placeTrade({
                token: signal.token,
                side: signal.direction,
                size: position.size,
                price: signal.price,
                stopLoss: position.stopLoss
            });
        }
    }

    async calculatePosition(signal) {
        const balance = await this.wallet.getBalance();
        const risk = 0.02; // 2% risk per trade
        
        return {
            shouldTrade: true,
            size: balance * risk,
            stopLoss: signal.price * 0.95 // 5% stop loss
        };
    }
}

Model Architecture

class DeepSeekPredictor {
    constructor() {
        this.model = new DeepSeekModel({
            type: 'market_prediction',
            layers: [
                { type: 'price_analysis', depth: 12 },
                { type: 'sentiment_analysis', depth: 8 },
                { type: 'pattern_recognition', depth: 16 }
            ]
        });
    }

    async predict(token) {
        const marketData = await this.fetchMarketData(token);
        const sentiment = await this.fetchSentimentData(token);
        
        const prediction = await this.model.predict({
            market: marketData,
            sentiment: sentiment,
            timeframe: '4h'
        });

        return {
            direction: prediction.direction,
            probability: prediction.probability,
            targets: prediction.priceTargets,
            confidence: prediction.confidence
        };
    }

    async trainModel(historicalData) {
        await this.model.train({
            data: historicalData,
            epochs: 1000,
            batchSize: 64,
            validationSplit: 0.2
        });
    }
}

Real-time Analysis Pipeline

class AnalysisPipeline {
    constructor() {
        this.predictor = new DeepSeekPredictor();
        this.dataCollector = new DataCollector();
        this.signalGenerator = new SignalGenerator();
    }

    async processToken(token) {
        // Collect real-time data
        const data = await this.dataCollector.collect(token);
        
        // Generate DeepSeek prediction
        const prediction = await this.predictor.predict(token);
        
        // Analyze on-chain data
        const chainAnalysis = await this.analyzeChainData(token);
        
        // Generate trading signal
        const signal = this.signalGenerator.generate({
            prediction,
            chainAnalysis,
            marketData: data
        });

        return {
            token,
            signal,
            confidence: prediction.confidence,
            analysis: {
                technical: chainAnalysis,
                sentiment: prediction.sentiment,
                risk: this.calculateRisk(chainAnalysis)
            }
        };
    }
}

API Key Management

// DON'T: Expose API keys in client-side code
const apiKey = 'your-api-key'; // Bad practice

// DO: Use environment variables and server-side authentication
const apiKey = process.env.PUMPSEEK_API_KEY;

// DO: Implement key rotation
class KeyManager {
    constructor() {
        this.keys = new Map();
        this.rotationInterval = 24 * 60 * 60 * 1000; // 24 hours
    }

    async rotateKeys() {
        const newKey = await this.generateNewKey();
        this.keys.set(newKey.id, {
            key: newKey.value,
            expiresAt: Date.now() + this.rotationInterval
        });
    }
}

Rate Limiting

class RateLimiter {
    constructor() {
        this.requests = new Map();
        this.limit = 100; // requests per minute
        this.window = 60 * 1000; // 1 minute
    }

    async checkLimit(apiKey) {
        const now = Date.now();
        const userRequests = this.requests.get(apiKey) || [];
        
        // Clean old requests
        const validRequests = userRequests.filter(
            time => now - time < this.window
        );
        
        if (validRequests.length >= this.limit) {
            throw new Error('Rate limit exceeded');
        }
        
        validRequests.push(now);
        this.requests.set(apiKey, validRequests);
        return true;
    }
}