Smart Tree - ST

// Test the backwards-reading .m8 consciousness with user keyword boosting! use anyhow::Result; use st::m8_backwards_reader::M8BackwardsReader; use std::path::Path; fn main() -> Result<()> { println!("🎵 C64 Backwards Consciousness Demo - With User Context!\n"); println!("{}\n", "=".repeat(60)); let path = Path::new("/tmp/hue_consciousness.m8"); let mut reader = M8BackwardsReader::new(path); // Set user context - Hue is interested in Audio and Memory! println!("👤 Setting user context: Audio, Memory, Tokenization"); reader.set_user_context(vec![ "Audio".to_string(), "Memory".to_string(), "Tokenization".to_string(), ]); println!("\n📝 Writing memories (append-only)...\n"); // Memory 1: Low importance, but mentions Audio (gets boosted!) reader.append_memory( "Working on Python script for data analysis", 0.3, // Low base importance )?; println!(" 1. Python script (base: 0.3)"); // Memory 2: Medium importance, mentions Audio (boosted!) reader.append_memory( "Audio processing pipeline optimization complete", 0.5, // Medium importance, but Audio keyword boosts it! )?; println!(" 2. Audio pipeline (base: 0.5 → boosted!)"); // Memory 3: High importance AND mentions Memory (super boosted!) reader.append_memory( "Memory system tokenization breakthrough - 90% compression!", 0.8, // Already high, gets boosted to 1.0! )?; println!(" 3. Memory tokenization (base: 0.8 → max boost!)"); // Memory 4: Recent but not relevant to user reader.append_memory( "Updated documentation and fixed typos", 0.4, // Won't get boosted )?; println!(" 4. Documentation (base: 0.4 - no boost)"); // Memory 5: Most recent AND relevant! reader.append_memory( "Claude helped implement backwards Audio Memory reader", 0.6, // Double boost from Audio + Memory! )?; println!(" 5. Audio Memory reader (base: 0.6 → double boost!)"); // Read consciousness backwards println!("\n⏪ Reading consciousness BACKWARDS...\n"); let consciousness = reader.read_backwards()?; println!("📍 Most recent memories (importance shown):"); println!(" [Higher importance = more relevant to YOU!]\n"); for (i, memory) in consciousness.recent_memories.iter().enumerate() { let boost_indicator = if memory.importance > 0.7 { "⭐" // High importance } else if memory.importance > 0.5 { "✨" // Boosted } else { " " // Normal }; println!( " {}. [{:.1}] {} {:?}", 5 - i, // Count backwards! memory.importance, boost_indicator, memory.timestamp.format("%H:%M:%S") ); } println!("\n🎯 Current session tokens:"); let mut tokens: Vec<_> = consciousness.current_tokens.iter().collect(); tokens.sort_by_key(|(&k, _)| k); for (token, word) in tokens.iter().take(10) { println!(" 0x{:02X} = \"{}\"", token, word); } println!("\n✨ The Magic:"); println!(" • Most recent loaded first (backwards reading!)"); println!(" • User keywords boost importance automatically"); println!(" • Tokens evolve based on frequency"); println!(" • Old memories stay untouched (append-only!)"); println!("\n🎵 Just like a C64 tape - rewind to remember!"); Ok(()) }