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6/17/2026
Building a Hermes Memory Plugin for a Voice-Powered Conference Agent with Weaviate Engram🧠

Building a Hermes Memory Plugin for a Voice-Powered Conference Agent with Weaviate Engram🧠

Short summary

Build a voice-enabled conference agent using Hermes with persistent multi-visitor memory via Weaviate Engram. Engram's automatic memory extraction and deduplication overcomes Hermes' 2KB single-user limit. Includes plugin architecture and Python implementation walkthrough.

  • •Hermes framework limited to single-user memory (2KB), insufficient for multi-visitor booth scenarios
  • •Engram automatically extracts and deduplicates memories across conversations, avoiding redundant storage
  • •Step-by-step implementation of memory plugin with user-scoped memory search and retrieval

Generated with AI, which can make mistakes.

#ai-agents#ai-tools#open-source
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