Context Pruner

Context Pruner

Advanced context management optimized for DeepSeek's 64k context window. Provides intelligent pruning, compression, and token optimization to prevent context overflow while preserving important information.

Key Features

• DeepSeek-optimized: Specifically tuned for 64k context window
• Adaptive pruning: Multiple strategies based on context usage
• Semantic deduplication: Removes redundant information
• Priority-aware: Preserves high-value messages
• Token-efficient: Minimizes token overhead
• Real-time monitoring: Continuous context health tracking

Quick Start

Auto-compaction with dynamic context:

import { createContextPruner } from './lib/index.js';

const pruner = createContextPruner({
  contextLimit: 64000, // DeepSeek's limit
  autoCompact: true,    // Enable automatic compaction
  dynamicContext: true, // Enable dynamic relevance-based context
  strategies: ['semantic', 'temporal', 'extractive', 'adaptive'],
  queryAwareCompaction: true, // Compact based on current query relevance
});

await pruner.initialize();

// Process messages with auto-compaction and dynamic context
const processed = await pruner.processMessages(messages, currentQuery);

// Get context health status
const status = pruner.getStatus();
console.log(`Context health: ${status.health}, Relevance scores: ${status.relevanceScores}`);

// Manual compaction when needed
const compacted = await pruner.autoCompact(messages, currentQuery);