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Persistent memory for conversational AI

A Python library with SQLite + FTS5 so your agents remember across sessions. No server, no ops.

Quickstart →GitHub →
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Quickstart

Install, save your first observation, and retrieve context in two minutes.
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Concepts

Observations, sessions, scoring, and upsert by topic_key.
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API Reference

HTTP, MCP, and CLI — the same ILabMemory facade across three surfaces.

Save and retrieve in just a few lines:

from ilab_memory import ILabMemory

memory = ILabMemory()

# Save an observation
memory.save(
    title="Dark-mode pass",
    content="Added explicit [data-theme='dark'] overrides.",
    type="decision",
)

# Retrieve recent context
ctx = memory.context()
print(ctx)