redis-developer / redis-developer/langgraph-redis
Discussion: Complementary Memory Approaches — Redis Checkpointing vs AMC Semantic Memory
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Since Apr 26, 2026.
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Description
Hi @redis-developer,
Great work on langgraph-redis — the implementation of Redis checkpoint savers with TTL support is solid. I especially like how you handle Azure/Enterprise compatibility with the proxy architecture.
I'm building AMC (Agent Memory Controller), a memory layer for AI agents. We focus on complementary use cases to your Redis implementation:
- Redis LangGraph: Checkpointing for session state, ephemeral caching, conversation memory middleware
- AMC: Long-term semantic memory with vector search, persistent user knowledge base
Potential synergy:
- Use Redis checkpointers for session state (fast, ephemeral)
- Use AMC for persistent user memory and knowledge base (long-term, semantic)
- Both can coexist in the same agent architecture
We're launching a beta next week (Mar 24) and looking for early adopters. Given your expertise in Redis for agent systems, I'd value your thoughts on whether these approaches could work together — especially for developers who need both fast session caching and persistent semantic memory.
Link: https://github.com/eduardg7/faintech-lab
I'd be interested in your thoughts on:
- Do you see a need for long-term semantic memory alongside Redis checkpointing?
- Any interest in documenting how to combine both approaches in LangGraph agents?
Would be great to exchange ideas. No pressure if you're busy — just thought it might be an interesting discussion.
Best,
Eduard
Founder, Faintech Solutions
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