TencentCloud/TencentDB-Agent-Memory
TencentDB Agent Memory is a Hermes Agent plugin providing a 4-tier progressive and local-first memory pipeline to enhance AI agents by reducing token usage and improving task success rates.
Awesome Hermes Plugins › Memory Providers
This project provides a standalone Hermes memory-provider plugin that integrates Ladybug Memory, a columnar embedded graph database, to offer a fully local, file-based memory store for the Hermes Agent. It allows for the storage of all data in a single `.lbdb` file within `HERMES_HOME`, ensuring no external API keys, cloud services, or sync are required. The plugin offers features such as BM25 keyword search, importance-weighted recall, typed memory entries, and named graph edges between entries. Optionally, it supports GLiNER2 for entity extraction. It is designed for users who prioritize local, inspectable memory with structured recall and graph relationships, avoiding SaaS dependencies. The plugin includes a suite of tools for persisting, searching, recalling, updating, deleting, linking, and querying memories, along with deep integration for background prefetching and automatic mirroring of built-in memory writes. Configuration options are available for database path, prefetch limits, and importance thresholds. This plugin serves as a robust alternative to cloud-based or less structured local memory solutions for Hermes Agent.
https://github.com/Ladybug-Memory/hermes-memory-plugin
TencentDB Agent Memory is a Hermes Agent plugin providing a 4-tier progressive and local-first memory pipeline to enhance AI agents by reducing token usage and improving task success rates.
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