Core Concepts

Persistent Memory

Long-term memory that survives restarts and gets richer the longer the agent runs.

Write & recall

from iris import memory

memory.save(
    key="user/preferences/style",
    value="Concise, no emojis, prefers TypeScript over JS.",
)

prefs = memory.recall("user/preferences/*")

Semantic search

hits = memory.search("how did we fix the postgres deadlock?", k=5)
for hit in hits:
    print(hit.score, hit.text)

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Agents & Subagents

Skills