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data-v-904fc2f6>Docker</p><!--]--></a><!----></div><!----></div><!--]--></div></section></div><div class="no-transition group" data-v-93f78773><section class="VPSidebarItem level-0 has-active" 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>Getting Started</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="/getting-started/provider-and-model.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>LLM Provider and Model</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/bot.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Bot Management</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/container.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Container Management</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/files.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Files Management</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/skills.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Bot Skills</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/mcp.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>MCP Connections</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/channels.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Bot Channels</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" 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link" href="/getting-started/email.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>Email Providers</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>Memory Providers</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="/memory-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 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href="/channels/qq.html" data-v-904fc2f6><!--[--><p class="text" data-v-904fc2f6>QQ</p><!--]--></a><!----></div><!----></div><!--]--></div></section></div><!--]--><!--[--><!--]--></nav></aside><div class="VPContent has-sidebar" id="VPContent" data-v-a7fd87cd data-v-6a539cd2><div class="VPDoc has-sidebar has-aside" data-v-6a539cd2 data-v-db8bf443><!--[--><!--]--><div class="container" data-v-db8bf443><div class="aside" data-v-db8bf443><div class="aside-curtain" data-v-db8bf443></div><div class="aside-container" data-v-db8bf443><div class="aside-content" data-v-db8bf443><div class="VPDocAside" 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 _getting-started_memory" data-v-db8bf443><div><h1 id="bot-memory-management" tabindex="-1">Bot Memory Management <a class="header-anchor" href="#bot-memory-management" aria-label="Permalink to "Bot Memory Management""></a></h1><p>Memoh's structured long-term memory system allows bots to remember information across multiple conversations, providing contextually relevant and personalized interactions.</p><h2 id="prerequisites" tabindex="-1">Prerequisites <a class="header-anchor" href="#prerequisites" aria-label="Permalink to "Prerequisites""></a></h2><p>Before using the <strong>Memory</strong> tab, make sure your bot already has a <strong>Memory Provider</strong> configured.</p><ol><li>Create a provider from the <a href="/memory-providers/builtin.html">Built-in Memory Provider</a> guide.</li><li>Open your bot's <strong>Settings</strong> tab.</li><li>Select the provider in the <strong>Memory Provider</strong> field.</li><li>Click <strong>Save</strong>.</li></ol><p>Without a memory provider, the bot will not have an active memory backend configuration.</p><hr><h2 id="concept-semantic-search" tabindex="-1">Concept: Semantic Search <a class="header-anchor" href="#concept-semantic-search" aria-label="Permalink to "Concept: Semantic Search""></a></h2><p>With the built-in memory provider, memories are stored in Memoh's memory system and retrieved through semantic search. When a user asks a question, Memoh finds the most relevant memories and includes them in the bot's runtime context.</p><hr><h2 id="operations" tabindex="-1">Operations <a class="header-anchor" href="#operations" aria-label="Permalink to "Operations""></a></h2><p>Manage your bot's memories from the <strong>Memory</strong> tab in the Bot Detail page.</p><h3 id="_1-creating-memories" tabindex="-1">1. Creating Memories <a class="header-anchor" href="#_1-creating-memories" aria-label="Permalink to "1. Creating Memories""></a></h3><ul><li><strong>New Memory</strong>: Manually enter a memory's content in the provided textarea.</li><li><strong>From Conversation</strong>: Select specific messages from the bot's conversation history to extract into memory.</li></ul><h3 id="_2-searching-and-managing" tabindex="-1">2. Searching and Managing <a class="header-anchor" href="#_2-searching-and-managing" aria-label="Permalink to "2. Searching and Managing""></a></h3><ul><li><strong>Search</strong>: Filter memories by ID or text content.</li><li><strong>Edit</strong>: Modify existing memory entries directly in the list.</li><li><strong>Delete</strong>: Remove memories that are no longer needed.</li></ul><hr><h2 id="memory-compression-compact" tabindex="-1">Memory Compression (Compact) <a class="header-anchor" href="#memory-compression-compact" aria-label="Permalink to "Memory Compression (Compact)""></a></h2><p>Over time, memories can accumulate and become redundant. The <strong>Compact</strong> feature helps optimize the memory pool.</p><ul><li><strong>Ratio</strong>: Set the compression ratio (for example <code>0.8</code>, <code>0.5</code>, or <code>0.3</code>) to determine how much information is retained.</li><li><strong>Decay Days</strong>: Optionally specify a time window to compact only memories older than a certain number of days.</li></ul><hr><h2 id="visualization-vector-manifold" tabindex="-1">Visualization: Vector Manifold <a class="header-anchor" href="#visualization-vector-manifold" aria-label="Permalink to "Visualization: Vector Manifold""></a></h2><p>The Memory tab includes visual tools to help you understand how the memory system is performing:</p><h3 id="top-k-bucket-chart" tabindex="-1">Top-K Bucket Chart <a class="header-anchor" href="#top-k-bucket-chart" aria-label="Permalink to "Top-K Bucket Chart""></a></h3><p>Shows the distribution of relevant memories retrieved for the most recent queries.</p><h3 id="cdf-curve-cumulative-distribution-function" tabindex="-1">CDF Curve (Cumulative Distribution Function) <a class="header-anchor" href="#cdf-curve-cumulative-distribution-function" aria-label="Permalink to "CDF Curve (Cumulative Distribution Function)""></a></h3><p>Visualizes the scoring threshold of retrieved memories, helping you fine-tune how much relevant information the bot should consider.</p><hr><h2 id="bot-interaction" tabindex="-1">Bot Interaction <a class="header-anchor" href="#bot-interaction" aria-label="Permalink to "Bot Interaction""></a></h2><ul><li>The bot automatically searches and retrieves memories during chat.</li><li>The assigned <strong>Memory Provider</strong> controls the memory backend used by the bot.</li><li>For the built-in provider, you can optionally configure a <strong>Memory Model</strong> and an <strong>Embedding Model</strong> inside the provider settings.</li><li>Memories provide the long-term knowledge that makes each bot unique to its owner.</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/getting-started/memory.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="2026-03-07T08:58:56.000Z" 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="/getting-started/browser.html" data-v-d067bba9><!--[--><span class="desc" data-v-d067bba9>Previous page</span><span class="title" data-v-d067bba9>Browser Contexts</span><!--]--></a></div><div class="pager" data-v-d067bba9><a class="VPLink link pager-link next" href="/getting-started/subagents.html" data-v-d067bba9><!--[--><span class="desc" data-v-d067bba9>Next page</span><span class="title" data-v-d067bba9>Subagents</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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