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JavaEdge
JavaEdge
Apr 20, 2026 · Artificial Intelligence

How Multica Implements Hosted AI Agents Without Embeddings: Architecture and Memory Design

This article analyzes Multica’s open‑source hosted‑agent platform, detailing how it orchestrates multiple AI agents, manages task memory through a six‑table relational schema, avoids vector embeddings, and balances human‑in‑the‑loop collaboration with scalable workspace isolation.

AI agentsHuman-in-the-loopJSONB
0 likes · 13 min read
How Multica Implements Hosted AI Agents Without Embeddings: Architecture and Memory Design
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