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data-v-31549b30><!--[--><p class="text" data-v-31549b30>Edge TTS</p><!--]--></a><!----></div><!----></div><!--]--></div></section></div><div class="no-transition group" data-v-5df780f0><section class="VPSidebarItem level-0" data-v-5df780f0 data-v-31549b30><div class="item" role="button" tabindex="0" data-v-31549b30><div class="indicator" data-v-31549b30></div><h2 class="text" data-v-31549b30>Channels</h2><!----></div><div class="items" data-v-31549b30><!--[--><div class="VPSidebarItem level-1 is-link" data-v-31549b30 data-v-31549b30><div class="item" data-v-31549b30><div class="indicator" data-v-31549b30></div><a class="VPLink link link" href="/channels/index.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Overview</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-31549b30 data-v-31549b30><div class="item" data-v-31549b30><div class="indicator" data-v-31549b30></div><a class="VPLink link link" href="/channels/telegram.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Telegram</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-31549b30 data-v-31549b30><div class="item" data-v-31549b30><div class="indicator" data-v-31549b30></div><a class="VPLink link link" href="/channels/feishu.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Feishu (Lark)</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-31549b30 data-v-31549b30><div class="item" data-v-31549b30><div class="indicator" data-v-31549b30></div><a class="VPLink link link" href="/channels/discord.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Discord</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-31549b30 data-v-31549b30><div class="item" data-v-31549b30><div class="indicator" data-v-31549b30></div><a class="VPLink link link" href="/channels/qq.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>QQ</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-31549b30 data-v-31549b30><div class="item" data-v-31549b30><div class="indicator" data-v-31549b30></div><a class="VPLink link link" href="/channels/matrix.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Matrix</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-31549b30 data-v-31549b30><div class="item" data-v-31549b30><div class="indicator" data-v-31549b30></div><a class="VPLink link link" href="/channels/misskey.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Misskey</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-31549b30 data-v-31549b30><div class="item" data-v-31549b30><div class="indicator" data-v-31549b30></div><a class="VPLink link link" href="/channels/dingtalk.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>DingTalk</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-31549b30 data-v-31549b30><div class="item" data-v-31549b30><div class="indicator" data-v-31549b30></div><a class="VPLink link link" href="/channels/wecom.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>WeCom (WeWork)</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-31549b30 data-v-31549b30><div class="item" data-v-31549b30><div class="indicator" data-v-31549b30></div><a class="VPLink link link" href="/channels/weixin.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>WeChat</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-31549b30 data-v-31549b30><div class="item" data-v-31549b30><div class="indicator" data-v-31549b30></div><a class="VPLink link link" href="/channels/wechatoa.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>WeChat Official Account</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-31549b30 data-v-31549b30><div class="item" data-v-31549b30><div class="indicator" data-v-31549b30></div><a class="VPLink link link" href="/channels/slack.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Slack</p><!--]--></a><!----></div><!----></div><!--]--></div></section></div><!--]--><!--[--><!--]--></nav></aside><div class="VPContent has-sidebar" id="VPContent" data-v-ba7c87da data-v-6c992f05><div class="VPDoc has-sidebar has-aside" data-v-6c992f05 data-v-888acc39><!--[--><!--]--><div class="container" data-v-888acc39><div class="aside" data-v-888acc39><div class="aside-curtain" data-v-888acc39></div><div class="aside-container" data-v-888acc39><div class="aside-content" data-v-888acc39><div class="VPDocAside" data-v-888acc39 data-v-8cfe0409><!--[--><!--]--><!--[--><!--]--><nav aria-labelledby="doc-outline-aria-label" class="VPDocAsideOutline" data-v-8cfe0409 data-v-116d4a1f><div class="content" data-v-116d4a1f><div class="outline-marker" data-v-116d4a1f></div><div aria-level="2" class="outline-title" id="doc-outline-aria-label" role="heading" data-v-116d4a1f>On this page</div><ul class="VPDocOutlineItem root" data-v-116d4a1f data-v-ba57d2ed><!--[--><!--]--></ul></div></nav><!--[--><!--]--><div class="spacer" data-v-8cfe0409></div><!--[--><!--]--><!----><!--[--><!--]--><!--[--><!--]--></div></div></div></div><div class="content" data-v-888acc39><div class="content-container" data-v-888acc39><!--[--><!--]--><main class="main" data-v-888acc39><div style="position:relative;" class="vp-doc _getting-started_memory" data-v-888acc39><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 one of the <a href="/memory-providers/">Memory Providers</a> (Built-in, Mem0, or OpenViking).</li><li>Open your bot's <strong>General</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-memory-retrieval" tabindex="-1">Concept: Memory Retrieval <a class="header-anchor" href="#concept-memory-retrieval" aria-label="Permalink to "Concept: Memory Retrieval""></a></h2><p>Memories are stored and retrieved through the assigned memory provider. Depending on the provider type and mode, retrieval may use file-based indexing, sparse vectors, dense embeddings, or an external API. When a user sends a message, Memoh finds the most relevant memories and includes them in the bot's runtime context.</p><p>This page is about <strong>long-term memory</strong>. It is separate from <strong>session context compaction</strong>, which reduces the prompt footprint of a single conversation session. See <a href="/getting-started/compaction.html">Context Compaction</a>.</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-compaction" tabindex="-1">Memory Compaction <a class="header-anchor" href="#memory-compaction" aria-label="Permalink to "Memory Compaction""></a></h2><p>Over time, long-term memories can accumulate and become redundant. The <strong>Compact</strong> action in the <strong>Memory</strong> tab rewrites the stored memory set itself.</p><p>This operation is provider-level memory maintenance. It is useful when you want to:</p><ul><li>merge overlapping memories</li><li>remove stale or low-value entries</li><li>improve retrieval quality by reducing noise</li></ul><p>Parameters:</p><ul><li><strong>Ratio</strong> — Compression ratio such as <code>0.8</code>, <code>0.5</code>, or <code>0.3</code>. Lower values make compaction more aggressive.</li><li><strong>Decay Days</strong> — Optionally restrict compaction to older memories only.</li></ul><p>This is different from <a href="/getting-started/compaction.html">Context Compaction</a>, which compresses the active prompt for one session rather than rewriting stored memories.</p><hr><h2 id="rebuild" tabindex="-1">Rebuild <a class="header-anchor" href="#rebuild" aria-label="Permalink to "Rebuild""></a></h2><p>The <strong>Rebuild</strong> feature re-indexes all memories from scratch. This is useful when:</p><ul><li>You have changed the memory provider's mode (e.g., switching from <code>off</code> to <code>sparse</code>).</li><li>The vector index has become inconsistent.</li><li>You want to re-process all memories with updated settings.</li></ul><p>Click <strong>Rebuild</strong> in the Memory tab to start the process. You can monitor the rebuild status in real-time.</p><hr><h2 id="status" tabindex="-1">Status <a class="header-anchor" href="#status" aria-label="Permalink to "Status""></a></h2><p>The Memory tab shows the current <strong>status</strong> of the memory provider for this bot:</p><ul><li><strong>Connected</strong> — The memory backend is reachable and operational.</li><li><strong>Error</strong> — There is an issue with the memory provider configuration or connectivity.</li></ul><p>Use the status indicator to quickly verify that the memory system is working before troubleshooting other issues.</p><hr><h2 id="usage-statistics" tabindex="-1">Usage Statistics <a class="header-anchor" href="#usage-statistics" aria-label="Permalink to "Usage Statistics""></a></h2><p>The Memory tab displays storage usage information:</p><ul><li><strong>Total Memories</strong> — The number of memory entries stored for this bot.</li><li><strong>Index Status</strong> — Whether the vector index is up-to-date.</li></ul><hr><h2 id="memory-vs-session-context" tabindex="-1">Memory vs Session Context <a class="header-anchor" href="#memory-vs-session-context" aria-label="Permalink to "Memory vs Session Context""></a></h2><p>Memoh has two different "compaction" concepts:</p><table tabindex="0"><thead><tr><th>Concept</th><th>Scope</th><th>Where to trigger it</th><th>What it changes</th></tr></thead><tbody><tr><td><strong>Memory Compaction</strong></td><td>Long-term memory provider</td><td>Memory tab</td><td>Rewrites stored memory entries</td></tr><tr><td><strong>Context Compaction</strong></td><td>One conversation session</td><td>Session status panel or <code>/compact</code></td><td>Summarizes older session context for future model calls</td></tr></tbody></table><p>If you are trying to reduce retrieval noise across many conversations, use <strong>Memory Compaction</strong>.</p><p>If you are trying to shorten the currently active conversation history, use <strong>Context Compaction</strong>.</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>Provider-specific settings (such as memory mode, embedding model, or API keys) are configured in the provider itself — see <a href="/memory-providers/">Memory Providers</a>.</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-888acc39 data-v-64297f89><!--[--><!--]--><div class="edit-info" data-v-64297f89><div class="edit-link" data-v-64297f89><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-64297f89><!--[--><span class="vpi-square-pen edit-link-icon" data-v-64297f89></span> Edit on GitHub<!--]--></a></div><div class="last-updated" data-v-64297f89><p class="VPLastUpdated" data-v-64297f89 data-v-1cbf3ee4>Last Updated: <time datetime="2026-04-16T09:45:11.000Z" data-v-1cbf3ee4></time></p></div></div><nav class="prev-next" aria-labelledby="doc-footer-aria-label" data-v-64297f89><span class="visually-hidden" id="doc-footer-aria-label" data-v-64297f89>Pager</span><div class="pager" data-v-64297f89><a class="VPLink link pager-link prev" href="/getting-started/browser.html" data-v-64297f89><!--[--><span class="desc" data-v-64297f89>Previous page</span><span class="title" data-v-64297f89>Browser</span><!--]--></a></div><div class="pager" data-v-64297f89><a class="VPLink link pager-link next" href="/getting-started/compaction.html" data-v-64297f89><!--[--><span class="desc" data-v-64297f89>Next page</span><span class="title" data-v-64297f89>Context Compaction</span><!--]--></a></div></nav></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-ba7c87da data-v-137d0c52><div class="container" data-v-137d0c52><p class="message" data-v-137d0c52>Published under AGPLv3</p><p class="copyright" data-v-137d0c52>Copyright © 2024 Memoh</p></div></footer><!--[--><!--]--></div></div>
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