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<div id="app"><div class="Layout" data-v-a7fd87cd><!--[--><!--]--><!--[--><span tabindex="-1" data-v-30be8b8e></span><a href="#VPContent" class="VPSkipLink visually-hidden" data-v-30be8b8e>Skip to content</a><!--]--><!----><header class="VPNav" data-v-a7fd87cd data-v-5deba549><div class="VPNavBar" data-v-5deba549 data-v-c354117b><div class="wrapper" data-v-c354117b><div class="container" data-v-c354117b><div class="title" data-v-c354117b><div class="VPNavBarTitle has-sidebar" data-v-c354117b data-v-18435660><a class="title" href="/" data-v-18435660><!--[--><!--]--><!--[--><img class="VPImage logo" src="/logo.png" alt="Memoh" data-v-352814ec><!--]--><span data-v-18435660>Memoh</span><!--[--><!--]--></a></div></div><div class="content" data-v-c354117b><div class="content-body" data-v-c354117b><!--[--><!--]--><div class="VPNavBarSearch search" data-v-c354117b><!--[--><!----><div id="local-search"><button type="button" class="DocSearch DocSearch-Button" aria-label="Search"><span 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data-v-904fc2f6><div class="item" data-v-904fc2f6><div class="indicator" data-v-904fc2f6></div><a class="VPLink link link" href="/getting-started/search-provider.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Web Search</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-904fc2f6 data-v-904fc2f6><div class="item" data-v-904fc2f6><div class="indicator" data-v-904fc2f6></div><a class="VPLink link link" href="/getting-started/email.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Email</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-904fc2f6 data-v-904fc2f6><div class="item" data-v-904fc2f6><div class="indicator" data-v-904fc2f6></div><a class="VPLink link link" href="/getting-started/slash-commands.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Slash Commands</p><!--]--></a><!----></div><!----></div><!--]--></div></section></div><div class="no-transition group" 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level-1 is-link" data-v-904fc2f6 data-v-904fc2f6><div class="item" data-v-904fc2f6><div class="indicator" data-v-904fc2f6></div><a class="VPLink link link" href="/tts-providers/index.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Overview</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-904fc2f6 data-v-904fc2f6><div class="item" data-v-904fc2f6><div class="indicator" data-v-904fc2f6></div><a class="VPLink link link" href="/tts-providers/edge.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Edge TTS</p><!--]--></a><!----></div><!----></div><!--]--></div></section></div><div class="no-transition group" data-v-93f78773><section class="VPSidebarItem level-0" data-v-93f78773 data-v-904fc2f6><div class="item" role="button" tabindex="0" data-v-904fc2f6><div class="indicator" data-v-904fc2f6></div><h2 class="text" data-v-904fc2f6>Channels</h2><!----></div><div class="items" data-v-904fc2f6><!--[--><div class="VPSidebarItem level-1 is-link" data-v-904fc2f6 data-v-904fc2f6><div class="item" data-v-904fc2f6><div class="indicator" data-v-904fc2f6></div><a class="VPLink link link" href="/channels/index.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Overview</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-904fc2f6 data-v-904fc2f6><div class="item" data-v-904fc2f6><div class="indicator" data-v-904fc2f6></div><a class="VPLink link link" href="/channels/telegram.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Telegram</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-904fc2f6 data-v-904fc2f6><div class="item" data-v-904fc2f6><div class="indicator" data-v-904fc2f6></div><a class="VPLink link link" href="/channels/feishu.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Feishu (Lark)</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-904fc2f6 data-v-904fc2f6><div class="item" data-v-904fc2f6><div class="indicator" data-v-904fc2f6></div><a class="VPLink link link" href="/channels/discord.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Discord</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-904fc2f6 data-v-904fc2f6><div class="item" data-v-904fc2f6><div class="indicator" data-v-904fc2f6></div><a class="VPLink link link" href="/channels/qq.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>QQ</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-904fc2f6 data-v-904fc2f6><div class="item" data-v-904fc2f6><div class="indicator" data-v-904fc2f6></div><a class="VPLink link link" href="/channels/matrix.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Matrix</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-904fc2f6 data-v-904fc2f6><div class="item" data-v-904fc2f6><div 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data-v-db8bf443 data-v-f268a203><!--[--><!--]--><!--[--><!--]--><nav aria-labelledby="doc-outline-aria-label" class="VPDocAsideOutline" data-v-f268a203 data-v-b67a6837><div class="content" data-v-b67a6837><div class="outline-marker" data-v-b67a6837></div><div aria-level="2" class="outline-title" id="doc-outline-aria-label" role="heading" data-v-b67a6837>On this page</div><ul class="VPDocOutlineItem root" data-v-b67a6837 data-v-b4af7dc9><!--[--><!--]--></ul></div></nav><!--[--><!--]--><div class="spacer" data-v-f268a203></div><!--[--><!--]--><!----><!--[--><!--]--><!--[--><!--]--></div></div></div></div><div class="content" data-v-db8bf443><div class="content-container" data-v-db8bf443><!--[--><!--]--><main class="main" data-v-db8bf443><div style="position:relative;" class="vp-doc _about" data-v-db8bf443><div><h1 id="about-memoh" tabindex="-1">About Memoh <a class="header-anchor" href="#about-memoh" aria-label="Permalink to "About Memoh""></a></h1><h2 id="what-is-memoh" tabindex="-1">What is Memoh? <a class="header-anchor" href="#what-is-memoh" aria-label="Permalink to "What is Memoh?""></a></h2><p>Memoh is a multi-member, structured long-memory, containerized AI agent system platform. You can create your own AI bots and chat with them via Telegram, Discord, Lark (Feishu), QQ, Matrix, WeCom, WeChat, Email, or Web. Every bot has an independent container and memory system, allowing it to edit files, execute commands, and access the network within its own container — like having its own computer and brain.</p><h2 id="key-features" tabindex="-1">Key Features <a class="header-anchor" href="#key-features" aria-label="Permalink to "Key Features""></a></h2><h3 id="multi-bot-management" tabindex="-1">Multi-Bot Management <a class="header-anchor" href="#multi-bot-management" aria-label="Permalink to "Multi-Bot Management""></a></h3><p>Create multiple bots. Humans and bots, or bots with each other, can chat privately, in groups, or collaborate. Build bot teams, or set up accounts for family members to manage daily tasks with bots.</p><h3 id="multi-user-identity-recognition" tabindex="-1">Multi-User & Identity Recognition <a class="header-anchor" href="#multi-user-identity-recognition" aria-label="Permalink to "Multi-User & Identity Recognition""></a></h3><p>Bots can distinguish individual users in group chats, remember each person's context separately, and send direct messages to specific users. Cross-platform identity binding unifies the same person across Telegram, Discord, Lark, and Web.</p><h3 id="containerized-isolation" tabindex="-1">Containerized Isolation <a class="header-anchor" href="#containerized-isolation" aria-label="Permalink to "Containerized Isolation""></a></h3><p>Each bot runs in its own isolated container (powered by Containerd) with a separate filesystem and network. Bots can freely read/write files and execute commands within their containers without interfering with each other. Supports container snapshots for save/restore, data export/import, and versioning.</p><h3 id="memory-engineering" tabindex="-1">Memory Engineering <a class="header-anchor" href="#memory-engineering" aria-label="Permalink to "Memory Engineering""></a></h3><p>A deeply engineered memory layer:</p><ul><li>Automatically extracts key facts from each conversation turn and stores them as structured memories</li><li>Hybrid retrieval: semantic search (via Qdrant vector database) + keyword retrieval (BM25)</li><li>Loads the last 24 hours of conversation context by default</li><li>Automatic memory compaction and rebuild capabilities</li><li>Multi-language auto-detection</li></ul><h3 id="multi-platform-support" tabindex="-1">Multi-Platform Support <a class="header-anchor" href="#multi-platform-support" aria-label="Permalink to "Multi-Platform Support""></a></h3><p>Unified channel adapter architecture for connecting to multiple messaging platforms:</p><ul><li><strong>Telegram</strong> — Full support with streaming, Markdown, attachments, and replies</li><li><strong>Discord</strong> — Full support</li><li><strong>Lark (Feishu)</strong> — Full support</li><li><strong>QQ</strong> — Full support</li><li><strong>Matrix</strong> — Decentralized messaging protocol support</li><li><strong>WeCom (WeWork)</strong> — Enterprise messaging integration</li><li><strong>WeChat</strong> — Personal messaging via the WeChat AI bot platform</li><li><strong>Email</strong> — Inbound webhook + outbound providers (Mailgun, generic SMTP, Gmail OAuth)</li><li><strong>Web</strong> — Built-in web chat interface with streaming</li></ul><h3 id="agent-capabilities" tabindex="-1">Agent Capabilities <a class="header-anchor" href="#agent-capabilities" aria-label="Permalink to "Agent Capabilities""></a></h3><p>Bots come with a rich set of built-in tools:</p><ul><li><strong>Web Search</strong> — Configurable search providers (Brave, Bing, Google, Tavily, SearXNG, DuckDuckGo, and more) for real-time information</li><li><strong>Web Fetch</strong> — Retrieve and parse web page content</li><li><strong>Browser Automation</strong> — Use Playwright-powered browser tools for navigation, clicking, form filling, screenshots, PDF export, and rendered page inspection</li><li><strong>Subagents</strong> — Create specialized subagents with independent context, assign skills, and delegate complex tasks in parallel</li><li><strong>Skills</strong> — Define bot personality via IDENTITY.md, SOUL.md, and modular skill files that bots can enable/disable at runtime</li><li><strong>Container Operations</strong> — Read/write files, edit code, and execute commands inside the container</li><li><strong>Memory Management</strong> — Search and manage memories</li><li><strong>Messaging</strong> — Send messages and reactions to specific users or channels</li><li><strong>Email</strong> — Compose and send emails through configured email providers</li><li><strong>Text-to-Speech</strong> — Synthesize spoken audio from text using configurable TTS providers</li><li><strong>MCP Federation</strong> — Access external tools and resources via federated MCP connections</li><li><strong>Session History</strong> — Access and manage conversation session history</li></ul><h3 id="sessions" tabindex="-1">Sessions <a class="header-anchor" href="#sessions" aria-label="Permalink to "Sessions""></a></h3><p>Each bot maintains <strong>sessions</strong> — independent conversation threads that preserve context. Sessions come in four types:</p><ul><li><strong>Chat</strong> — Standard user conversations</li><li><strong>Heartbeat</strong> — Periodic autonomous activity sessions</li><li><strong>Schedule</strong> — Cron-triggered task execution sessions</li><li><strong>Subagent</strong> — Delegated task sessions for sub-agents</li></ul><p>Users can start a new session at any time using the <code>/new</code> slash command in any channel, which resets the conversation context.</p><h3 id="slash-commands" tabindex="-1">Slash Commands <a class="header-anchor" href="#slash-commands" aria-label="Permalink to "Slash Commands""></a></h3><p>Bots support a comprehensive set of slash commands that can be used directly in any channel:</p><ul><li><code>/help</code> — Show available commands</li><li><code>/new</code> — Start a new conversation session</li><li><code>/schedule</code> — Manage scheduled tasks</li><li><code>/settings</code> — View and update bot settings</li><li><code>/model</code> — Switch chat or heartbeat models</li><li><code>/usage</code> — View token usage statistics</li><li>And more — see <a href="/getting-started/slash-commands.html">Slash Commands</a> for the full reference.</li></ul><h3 id="multi-llm-provider-support" tabindex="-1">Multi-LLM Provider Support <a class="header-anchor" href="#multi-llm-provider-support" aria-label="Permalink to "Multi-LLM Provider Support""></a></h3><p>Flexibly switch between a wide range of LLM providers via four client types:</p><ul><li>OpenAI Responses API, OpenAI Chat Completions API (including compatible services)</li><li>Anthropic Messages API, Google Generative AI API</li></ul><p>Per-bot model assignment for chat, memory, and embedding. Providers support OAuth authentication and automatic model import.</p><h3 id="mcp-protocol-support" tabindex="-1">MCP Protocol Support <a class="header-anchor" href="#mcp-protocol-support" aria-label="Permalink to "MCP Protocol Support""></a></h3><p>Full MCP (Model Context Protocol) support via HTTP, SSE, and Stdio to connect external tool services. Built-in tools for container operations, memory search, web search, scheduling, messaging, and more. Each bot can have its own independent MCP connections with OAuth authentication support.</p><h3 id="scheduled-tasks" tabindex="-1">Scheduled Tasks <a class="header-anchor" href="#scheduled-tasks" aria-label="Permalink to "Scheduled Tasks""></a></h3><p>Configure scheduled tasks using cron expressions to automatically run commands at specified times. Supports max execution count limits and manual triggers.</p><h3 id="memory-compaction" tabindex="-1">Memory Compaction <a class="header-anchor" href="#memory-compaction" aria-label="Permalink to "Memory Compaction""></a></h3><p>Automatic memory compaction reduces redundancy in the bot's memory pool over time. Configurable compaction ratios and decay windows keep the most relevant memories while optimizing storage and retrieval quality.</p><h3 id="graphical-configuration" tabindex="-1">Graphical Configuration <a class="header-anchor" href="#graphical-configuration" aria-label="Permalink to "Graphical Configuration""></a></h3><p>Modern web UI (Vue 3 + Tailwind CSS) with real-time streaming chat, tool call visualization, container filesystem browser, and visual configuration for bots, channels, providers, models, MCP, skills, and all other settings. Dark/light theme, i18n. No coding required to set up your own AI bot.</p><h2 id="installation" tabindex="-1">Installation <a class="header-anchor" href="#installation" aria-label="Permalink to "Installation""></a></h2><p>To get Memoh running:</p><ul><li><strong><a href="/installation/docker.html">Docker</a></strong> — Recommended. One-click or manual setup with Docker Compose. Includes all services (PostgreSQL, Qdrant, Containerd, server, web) — no extra dependencies on the host.</li></ul></div></div></main><footer class="VPDocFooter" data-v-db8bf443 data-v-d067bba9><!--[--><!--]--><div class="edit-info" data-v-d067bba9><div class="edit-link" data-v-d067bba9><a class="VPLink link vp-external-link-icon no-icon edit-link-button" href="https://github.com/memohai/Memoh/edit/main/docs/docs/about.md" target="_blank" rel="noreferrer" data-v-d067bba9><!--[--><span class="vpi-square-pen edit-link-icon" data-v-d067bba9></span> Edit on GitHub<!--]--></a></div><div class="last-updated" data-v-d067bba9><p class="VPLastUpdated" data-v-d067bba9 data-v-5d56f43a>Last Updated: <time datetime="2026-03-29T12:30:21.000Z" data-v-5d56f43a></time></p></div></div><nav class="prev-next" aria-labelledby="doc-footer-aria-label" data-v-d067bba9><span class="visually-hidden" id="doc-footer-aria-label" data-v-d067bba9>Pager</span><div class="pager" data-v-d067bba9><a class="VPLink link pager-link prev" href="/index.html" data-v-d067bba9><!--[--><span class="desc" data-v-d067bba9>Previous page</span><span class="title" data-v-d067bba9>Overview</span><!--]--></a></div><div class="pager" data-v-d067bba9><a class="VPLink link pager-link next" href="/installation/docker.html" data-v-d067bba9><!--[--><span class="desc" data-v-d067bba9>Next page</span><span class="title" data-v-d067bba9>Docker</span><!--]--></a></div></nav></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-a7fd87cd data-v-a4a6e223><div class="container" data-v-a4a6e223><p class="message" data-v-a4a6e223>Published under AGPLv3</p><p class="copyright" data-v-a4a6e223>Copyright © 2024 Memoh</p></div></footer><!--[--><!--]--></div></div>
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