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Graph-based memory system for AI agents with explain() reasoning paths and contextual recall

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NathanMaine/agentic-memory-graph-engine

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Agentic Memory Graph Engine

A graph-based memory layer for agent systems, capturing events, decisions, entities, and relationships with explainable queries.

Quickstart

python -m venv .venv
source .venv/bin/activate
python -m amg.cli ingest --events examples/meeting.json --out out
python -m amg.cli explain --graph out/graph.json --node decision-1

Outputs: out/graph.json and out/graph.dot; explain prints a simple summary for the chosen node.

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Graph-based memory system for AI agents with explain() reasoning paths and contextual recall

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