Hexus adds stronger local memory to Hermes Agent

Hexus is a drop-in memory provider for Hermes Agent. It is meant to reduce the limits of Hermes Agent’s , including the small character budget, missing , and memory loss after s. It stores memory in PostgreSQL with pgvector, and it creates embeddings on the user’s own device with sentence-transformers.

This means normal use has no extra API cost, and the stored conversation data does not need to leave the machine. The default local model is MiniLM-L6-v2, but it can also fall back to Ollama or services. Hexus also builds an that tracks which items appear together often in conversations.

For example, if and Traefik were configured together, it can follow those links to answer a later question. It also uses CCR to compress large JSON, logs, and code before storage, which helps save the context .

Key points

  • Hexus is a memory plugin made for Hermes Agent.
  • It targets short memory limits, weak search, and problems.
  • It stores memory in PostgreSQL with pgvector.
  • It creates embeddings locally, which can avoid API costs and reduce .
  • It uses an and CCR to improve recall while saving context space.
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