Overview
Cache deterministic prompts for 24 hours using Redis, reducing provider calls.
Problem
Teams pay repeatedly for identical prompts (playbooks, templates, boilerplate).
Solution
AI Hub’s Redis memo-cache returns prior results instantly when the request and model match.
How it works
Configure REDIS_HOST and related env vars; watch usage drop on repeated requests. Cache hits still log safely without provider spend.
Who is this for
Ops
Developers
Finance
Expected outcomes
- Lower per-request costs
- Faster responses for templated tasks
Key metrics
Cache hit rate
Baseline
0 %
Target
60 %
Avg response time
Baseline
1200 ms
Target
200 ms
Gallery
Case studies
Docs team accelerates template generation
Memo-cache saved ~35% of token spend on repeated prompts.
SaaS SMB EU
Security impact
- Deterministic prompt/response blobs in cache · PII: none
Compliance
- SOC2 (secrets & access controls)
Availability & next steps
Free
Pro
Enterprise