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This tutorial demonstrates how to build an AI assistant's memory system with Redis as its memory core.
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**Note**: Requires [Redis 8](https://hub.docker.com/_/redis/tags) for `HSETEX`, which adds per-field TTL for hashes, which is ideal for managing short-term memory with precision.
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**Note**: Requires [Redis 8](https://hub.docker.com/_/redis/tags) for `HSETEX`, which adds per-field TTL for hashes, which is ideal for rate limiting to ensure fair resource usage.
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### Architecture Overview
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| Layer | Description | Data type |

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