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Engineeringv1

Vector Memory System

by Charles Howard
Vector Memory System skill icon

Description

A real, working ChromaDB-backed semantic memory system. Not just documentation - actual Python code you can use immediately. What it does: Semantic search across your agent knowledge Add memories with automatic embeddings Metadata filtering and tagging Persistent storage that survives restarts CLI interface + Python API Why it matters: Most AI memory is keyword-based.

  • ChromaDB-backed semantic memory for AI agents - real working code

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Version History

v1

Feb 26, 2026

  • Initial release - working ChromaDB-backed vector memory with CLI and Python API

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