Agent Memory Infrastructure

MemLab gives AI agents persistent, structured memory — so they remember context across conversations and act on what they know.

Episodic Memories

Ingest raw conversations, documents, and events as contextual experience records.

Memory Extraction

Automatically extract facts, preferences, and context from Episodic Memory into Semantic Memory.

Entity Graph

Build a knowledge graph of people, organizations, and concepts with tracked relationships.

Semantic Search

Retrieve relevant memories using natural language with hybrid vector + graph search.

Temporal Awareness

Semantic Memory has time validity — outdated facts are superseded, not deleted.

Feedback Loop

Submit corrections and the system updates memories in real-time.