Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.
is a small local memory layer for AI agents. It helps you save useful things such as decisions, constraints, tasks, facts, and notes in a local SQLite database, then pull back only the few memories that matter for the current task. Published package name on PyPI: CLI command after install: Practical guide in Ukrainian: docs/OPERATINGGUIDEUK.md Inspect / edit: , , , Use With An LLM (MCP) Ukrainian…
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is a small local memory layer for AI agents. It helps you save useful things such as decisions, constraints, tasks, facts, and notes in a local SQLite database, then pull back only the few memories that matter for the current task. Published package name on PyPI: CLI command after install: Practical guide in Ukrainian: docs/OPERATINGGUIDEUK.md Inspect / edit: , , , Use With An LLM (MCP) Ukrainian Inflection Bridging Why It Stays Lightweight In plain English, Memory Kernel does 4 things: 1.…