Architecture

System Overview

memories.dev is built with a tiered architecture that efficiently manages different types of memory storage and retrieval.

Memory Tiers

1. Hot Memory

In-memory cache using Redis
Fastest access times
Stores frequently accessed data
Automatic cache invalidation

2. Warm Memory

Vector store for similarity search
Fast retrieval of related memories
Efficient indexing and updates
Supports semantic search

3. Cold Memory

Object storage for raw data
Compressed storage format
Batch processing support
Cost-effective storage

4. Glacier Memory

Long-term archival storage
High durability guarantee
Infrequent access pattern
Data integrity verification

Component Interaction

Client -> Memory System -> [Hot/Warm/Cold/Glacier] Memory
                       -> Data Acquisition
                       -> Memory Formation
                       -> Memory Processing

For more detailed information about the architecture, please refer to our API Reference.