Features

Explore Engram's powerful features for AI memory management

Features

Engram provides a comprehensive set of features designed to make AI memory management simple, powerful, and scalable.

Core Features

Semantic Search

  • Vector-based search using state-of-the-art embedding models
  • Natural language queries with automatic query understanding
  • Similarity scoring with configurable thresholds
  • Hybrid search combining vector and text-based search

Memory Management

  • Automatic organization with ML-powered categorization
  • Metadata enrichment for better context and filtering
  • Hierarchical storage with collection support
  • Version control for memory evolution tracking

Performance

  • Sub-100ms search for most queries
  • Horizontal scaling with load balancing
  • Intelligent caching for frequently accessed memories
  • Batch operations for high-throughput scenarios

Security & Privacy

  • End-to-end encryption for sensitive data
  • Role-based access control with fine-grained permissions
  • Audit logging for compliance and monitoring
  • Data residency controls for regulatory compliance

Advanced Features

Multi-modal Support

Support for various content types:

  • Text documents and articles
  • Code snippets and technical documentation
  • Structured data (JSON, CSV)
  • Coming soon: Images, audio, and video

Real-time Features

  • Live synchronization across multiple clients
  • Webhooks for event-driven integrations
  • Streaming search for large result sets
  • Real-time analytics and monitoring

Integration Capabilities

  • REST API with comprehensive documentation
  • GraphQL API for flexible data queries
  • SDKs for popular programming languages
  • Webhooks for third-party integrations

Analytics & Insights

  • Usage analytics to understand memory access patterns
  • Performance metrics for optimization
  • Content insights for memory quality assessment
  • Search analytics for query optimization

Enterprise Features

High Availability

  • Multi-region deployment with automatic failover
  • 99.99% uptime SLA with monitoring and alerting
  • Disaster recovery with point-in-time restoration
  • Load balancing for optimal performance

Compliance & Governance

  • SOC 2 Type II compliance
  • GDPR compliance with data portability and deletion
  • HIPAA compliance for healthcare applications
  • Custom retention policies for data lifecycle management

Advanced Security

  • Single Sign-On (SSO) with SAML and OAuth support
  • Multi-factor authentication for enhanced security
  • API rate limiting and DDoS protection
  • Vulnerability scanning and security monitoring

Support & Services

  • 24/7 enterprise support with guaranteed response times
  • Dedicated account management for enterprise customers
  • Professional services for custom integrations
  • Training and onboarding for your team

Developer Experience

Easy Integration

  • 5-minute quickstart to get up and running
  • Comprehensive documentation with examples
  • Interactive API explorer for testing
  • Postman collections for easy API testing

Flexible Deployment

  • Cloud-hosted for instant setup
  • Self-hosted for maximum control
  • Hybrid deployment for specific requirements
  • Docker containers for easy deployment

Monitoring & Debugging

  • Request tracing for debugging API calls
  • Performance profiling to identify bottlenecks
  • Error tracking with detailed stack traces
  • Custom metrics for application monitoring

Use Cases

AI Assistants

Build intelligent assistants that remember context across conversations:

  • Customer support bots with conversation history
  • Personal assistants with user preferences
  • Code assistants with project context

Content Systems

Create intelligent content management with automatic organization:

  • Knowledge bases with semantic search
  • Documentation systems with auto-linking
  • Research platforms with citation tracking

Recommendation Engines

Build sophisticated recommendation systems:

  • E-commerce product recommendations
  • Content discovery platforms
  • Learning path suggestions

Data Analysis

Enhance data analysis with intelligent memory:

  • Research databases with semantic queries
  • Business intelligence with natural language
  • Scientific data exploration

Getting Started

Ready to explore these features? Check out our: