EverMemOS vs supermemory

免費 / 開源Google 的輕量級開放權重 AI 模型家族

免費 / 開源免費開源的個人 AI 代理，記住你的專案，並在各種聊天應用中隨時待命。

免費 / 開源ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.

專項更強Focuses on tool integrations and authentication for agents, complementing memory engines rather than storing cross-session context.

免費 / 開源Unsloth is an open-source toolkit for running and training large language models locally. It provides faster, more memory-efficient fine-tuning, a local chat and agent environment with browser use, image and video generation, and an OpenAI-compatible API your existing tools can connect to.

免費 / 開源一個開源 AI 閘道，接入 100 多個 LLM 供應商

專項更強連結代理、資料、工具與模型的通用上下文引擎

專項更強提供企業級的可擴展向量搜尋與 RAG 儲存，但缺乏 supermemory 的自動化代理記憶體圖譜抽象功能。

專項更強面向生產級 LLM 應用的 AI 閘道、可觀測性與護欄

免費 / 開源運行在你自雲端的自驅式代理平台

免費 / 開源為有狀態的代理提供開源的持續性用戶建模，但比起通用向量圖，它更專注於對話心理學。

免費 / 開源Provides high-performance open-source vector similarity search, requiring custom schema design for agent memory management.