Memory stream
Each item is observed by the kernel.
pheromone_network
Memory Lab
A local memory that learns from reuse.
Write short memories, ask a query, and watch the kernel rank related context. Repeated observations reinforce the local network; decay lets stale links fade.
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Observations
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Pheromone mass
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Memory items
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Embedding
n-gram
Recall
Rank by similarity and reuse frequency.
hours elapsed
hour half-life
Factor: 0.50×
The demo runs in your browser. No memory is sent to a server.
About the built-in N-gram encoder
This demo uses a deterministic character N-gram encoder so it can run offline without a model download or API key.
- Good for short text, near-duplicates, log templates, and quick prototypes.
- It compares character fragments, not meaning. Shared phrases can look more similar than they should.
- It can miss paraphrases that use different words, especially in long or multilingual text.