Machine Learning

Shared Vector Memory (ai-memory)

A small shared memory layer for the whole local AI stack: one Qdrant store, local embeddings from Ollama, and a simple CLI (plus an MCP server surface) so any pipeline or agent can remember and recall.

A small shared memory layer for the whole local AI stack: one Qdrant store, local embeddings from Ollama, and a simple CLI (plus an MCP server surface) so any pipeline or agent can remember and recall.
Qdrant Ollama MCP Python CLI
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