User Guide

Contents:

• Memory System
  • Overview
  • Memory Tiers
  • Basic Usage
  • Advanced Usage
  • Best Practices
• Data Sources
  • Overview
  • Supported Data Sources
  • Data Manager
  • Advanced Usage: Multi-Source Data Fusion
  • Sentinel API
  • Change Detection Results
  • Key Insights
  • Environmental Impact
  • Recommendations
  • Error Handling
  • Best Practices
• Advanced Features
  • Overview
  • Custom Memory Stores
  • Advanced Querying
  • Performance Optimization
  • Security Features
  • Best Practices
  • GPU Acceleration
  • Deployment Options
  • API Connectors
  • Concurrent Data Processing

Introduction

The memories-dev user guide provides detailed information about using the package’s features and capabilities. This guide is organized into several sections, each focusing on a specific aspect of the system.

Getting Started

Before diving into the specific components, make sure you have installed memories-dev and its dependencies:

pip install memories-dev

For GPU support:

pip install memories-dev[gpu]

Core Concepts

1. Memory System - Memory formation - Memory storage - Memory retrieval - Memory updates

2. Data Sources - Satellite data - Sensor data - Real-time streams

3. Advanced Features - Custom memory stores - Advanced querying - Performance optimization