LN1 Specific

[rolodexter]

LN1 Specific Storage Implementation

Overview

Implements LN1-specific storage and retrieval mechanisms, optimizing for legal intelligence operations while integrating with the DataHive Storage Layer. This component focuses on specialized storage patterns for legal documents, model data, and associated metadata.

Child Tasks

1. Legal Data Storage Implementation #2-1

• Document storage patterns
  • Version control system
  • Metadata management
  • Access control implementation
  • Audit logging
  • Compliance tracking

2. Model Data Management #2-2

• Training data storage
  • Data versioning
  • Dataset organization
  • Access patterns
  • Cache optimization

3. Cache Layer Implementation #2-3

• SNN Integration
  • Network RAM utilization
  • Cache warming strategies
  • Performance optimization
  • Resource management

4. Performance Optimization #2-4

• Storage operations
  • Access patterns
  • Query optimization
  • Resource utilization
  • Monitoring setup

5. Integration Layer #2-5

• Protocol implementation
  • Storage Layer connectivity
  • Cross-node communication
  • Event handling
  • Error management

Technical Requirements

Storage Operations

interface LN1StorageAdapter {
  // Core operations
  storeDocument(doc: LegalDocument): Promise<StorageReference>;
  retrieveDocument(ref: StorageReference): Promise<LegalDocument>;
  
  // Model operations
  storeModelData(data: ModelData): Promise<StorageReference>;
  retrieveModelData(ref: StorageReference): Promise<ModelData>;
}

Performance Targets

Requirements:
  Document Access: <= 100ms
  Model Data Access: <= 50ms
  Cache Hit Rate: >= 95%
  Storage Latency: <= 200ms

Integration Points

Storage Layer

• Network RAM utilization
• Protocol adapter implementation
• Cache optimization
• Performance monitoring

Data Pipeline

• Indexing system integration
• Processing workflow support
• Stream processing
• Batch operations

Dependencies

Direct Dependencies

• LN1 Storage & Retrieval LN1 Storage & Retrieval #1
• Data Pipeline Setup #32
• Core Integration
• Integration Points

Indirect Dependencies

• Core Protocol storage implementation
• LN1 data processing modules
• Indexing and curation systems

Success Criteria

Functionality

• All child tasks completed
• Integration tests passing
• Performance metrics met
• Documentation updated

Documentation

• Implementation specifications
• Integration guides
• Performance benchmarks
• Security guidelines

Related Documentation

• Storage Node Network
• Network RAM Architecture
• Protocol Integration
• Performance Guidelines