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@nodellmcache/tiered

v1.0.0

Published

Multi-tier (L1/L2) storage adapter for NodeLLMCache with read-through and write-through

Downloads

13

Readme

@nodellmcache/tiered

Multi-tier storage adapter for NodeLLMCache. Compose several StorageAdapters into one, fastest first, with read-through promotion and write-through. The classic setup is L1 in-process memory plus L2 Redis: microsecond hits when hot, a shared durable tier when not.

Install

npm install @nodellmcache/tiered @nodellmcache/core

Quick start

import { PromptCache } from '@nodellmcache/prompt-cache'
import { TieredAdapter } from '@nodellmcache/tiered'
import { MemoryAdapter } from '@nodellmcache/memory'
import { RedisAdapter } from '@nodellmcache/redis'

const adapter = new TieredAdapter({
  tiers: [
    new MemoryAdapter({ maxSize: 64 * 1024 * 1024 }), // L1: fast, local
    new RedisAdapter({ host: 'localhost', port: 6379 }), // L2: shared, durable
  ],
})

const cache = new PromptCache({ adapter })

Behavior

  • Read-through with promotionget walks the tiers fastest-first. On a hit in a slower tier, the entry is back-filled into the faster tiers that missed, so the next read is quick.
  • Write-throughset, delete, and clear apply to every tier.
  • Expiry — expired entries are skipped while walking tiers.
  • stats()entryCount is the max across tiers (writes are mirrored), sizeBytes and evictions are summed across tiers that report them.

Tiers are just StorageAdapters, so any combination works (memory + Redis, Redis + Postgres, three tiers, etc.). It is a StorageAdapter itself, so it drops into any cache manager.

License

MIT