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Advanced Features

This chapter delves into Supermemory's underlying mechanisms and advanced configuration options. You will learn how to optimize the memory engine's performance and customize plugin behavior according to your project needs.

Chapter Contents

Proactive Compaction Mechanism

Gain a deep understanding of the automatic compression mechanism triggered by Token thresholds. Learn how Supermemory proactively generates structured summaries and persists them before context overflow, preventing "memory loss" issues during long sessions.

In-Depth Configuration

Customize compression thresholds, keyword triggering rules, and search parameters. Master all configuration file options to make Supermemory perfectly adapt to your workflow.

Learning Path

┌─────────────────────────────────────────────────────────────┐
│  Step 1             Step 2                                   │
│  Proactive Compaction Mechanism   →   In-Depth Configuration│
│  (Understand Mechanism)             (Customize Manually)     │
└─────────────────────────────────────────────────────────────┘

Recommended Sequence:

  1. First learn compaction principles: Understand how Supermemory automatically manages context—this is the foundation for advanced configuration.
  2. Then learn configuration details: Only after understanding the mechanism can you make reasonable configuration decisions (e.g., what threshold value is appropriate).

Prerequisites

Before You Begin

This chapter assumes you have completed the following learning:

Next Steps

After completing this chapter, we recommend continuing with:

  • Privacy and Data Security: Learn about sensitive data redaction mechanisms to ensure your code and keys are not accidentally uploaded.