mem-zero

Docker 应用程序 from sworcery's 2nd Repository

概述

Self-hosted memory server for AI coding assistants. Store, search, and manage persistent context across sessions so your tools remember what happened last week without stuffing everything into the context window. Each project gets its own isolated vector collection with automatic fact extraction, deduplication, and semantic search. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible client. Includes a bundled LLM for zero-config operation, or connect to Ollama or OpenAI for better quality. Web dashboard included for browsing and managing memories.

运行时参数

网络用户界面: http://[IP]:[PORT:8765]/
网络: bridge
外壳: bash
特权: false
额外参数: --add-host=host.docker.internal:host-gateway

模板配置

WebUI PortPorttcp

Web dashboard and MCP server HTTP port

目标: 8765
默认值: 8765
价值: 8765

Qdrant PortPorttcp

Qdrant API port (optional, for direct access)

目标: 6333

StoragePathrw

Persistent storage for Qdrant data

目标: /mem-zero/storage
默认值: /mnt/user/appdata/mem-zero
价值: /mnt/user/appdata/mem-zero

LLM BackendVariable

LLM backend: bundled (self-contained), ollama, or openai. Auto-detected if not set.

目标: LLM_BACKEND
默认值: bundled
价值: bundled

Ollama URLVariable

Ollama API base URL (only used when backend=ollama)

目标: OLLAMA_BASE_URL

LLM ModelVariable

Ollama language model (only used when backend=ollama)

目标: LLM_MODEL
默认值: qwen2.5:7b
价值: qwen2.5:7b

Embedder ModelVariable

Ollama embedding model (only used when backend=ollama)

目标: EMBEDDER_MODEL
默认值: nomic-embed-text
价值: nomic-embed-text

Embedder DimensionsVariable

Embedding vector dimensions

目标: EMBEDDER_DIMENSIONS
默认值: 768
价值: 768

OpenAI API KeyVariable

API key for OpenAI-compatible backend (only used when backend=openai)

目标: OPENAI_API_KEY

OpenAI Base URLVariable

Base URL for OpenAI-compatible API (works with Groq, Anthropic, etc.)

目标: OPENAI_BASE_URL
默认值: https://api.openai.com/v1
价值: https://api.openai.com/v1

OpenAI ModelVariable

Chat model for OpenAI-compatible backend

目标: OPENAI_MODEL
默认值: gpt-4o-mini
价值: gpt-4o-mini

OpenAI Embed ModelVariable

Embedding model for OpenAI-compatible backend

目标: OPENAI_EMBED_MODEL
默认值: text-embedding-3-small
价值: text-embedding-3-small

Bundled ThreadsVariable

CPU threads for bundled LLM inference

目标: BUNDLED_THREADS
默认值: 4
价值: 4

API KeyVariable

API key for MCP and REST endpoints (leave empty to disable). Generate one with: openssl rand -hex 32

目标: API_KEY

Dashboard UsernameVariable

Username for web dashboard login (leave empty to disable auth)

目标: DASHBOARD_USER

Dashboard PasswordVariable

Password for web dashboard login (leave empty to disable auth)

目标: DASHBOARD_PASS

DiagnosticsVariable

Enable performance and accuracy metrics on the dashboard

目标: DIAGNOSTICS_ENABLED
默认值: false
价值: false

类别

Tools > Utilities

链接

模板支持登记处

详细信息

存储库

ghcr.io/sworcery/mem-zero:latest

登记处

https://github.com/sworcery/mem-zero

最后更新2026-05-31

初见2026-05-04

在Unraid 上运行 mem-zero 。

mem-zero 已被列入Unraid OS 的社区应用程序。探索Unraid ，构建灵活的家庭服务器、NAS 或家庭实验室。

探索Unraid OS