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data-v-31549b30>Docker</p><!--]--></a><!----></div><!----></div><!--]--></div></section></div><div class="no-transition group" data-v-5df780f0><section class="VPSidebarItem level-0 has-active" 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>Getting Started</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="/getting-started/provider-and-model.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>LLM Provider</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="/getting-started/bot.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Bot</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="/getting-started/sessions.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Sessions</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="/getting-started/access.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Access Control</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="/getting-started/container.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Container</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="/getting-started/files.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Files</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="/getting-started/skills.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Skills</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="/getting-started/supermarket.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Supermarket</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="/getting-started/mcp.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>MCP</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="/getting-started/channels.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Channels</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="/getting-started/browser.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Browser</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="/getting-started/memory.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Memory</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="/getting-started/compaction.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Context Compaction</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="/getting-started/heartbeat.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Heartbeat</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="/getting-started/schedule.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Scheduled Tasks</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="/getting-started/search-provider.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Web Search</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="/getting-started/email.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Email</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="/getting-started/slash-commands.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Slash Commands</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>Memory Providers</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="/memory-providers/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="/memory-providers/builtin.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Built-in</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="/memory-providers/mem0.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>Mem0</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="/memory-providers/openviking.html" data-v-31549b30><!--[--><p class="text" data-v-31549b30>OpenViking</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>TTS Providers</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="/tts-providers/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="/tts-providers/edge.html" 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_compaction" data-v-888acc39><div><h1 id="context-compaction" tabindex="-1">Context Compaction <a class="header-anchor" href="#context-compaction" aria-label="Permalink to &quot;Context Compaction&quot;"></a></h1><p><strong>Context Compaction</strong> reduces the prompt footprint of a single conversation session by summarizing older turns and keeping the active context smaller.</p><p>This page is about <strong>session context</strong>, not long-term memory storage. If you want to merge or rewrite stored memories in a memory provider, see <a href="/getting-started/memory.html">Bot Memory Management</a>.</p><hr><h2 id="why-it-exists" tabindex="-1">Why It Exists <a class="header-anchor" href="#why-it-exists" aria-label="Permalink to &quot;Why It Exists&quot;"></a></h2><p>As a conversation grows, the bot needs to send more prior messages back to the model. That increases:</p><ul><li>token usage</li><li>latency</li><li>pressure on the model&#39;s context window</li><li>the chance that older but still important turns will crowd out newer ones</li></ul><p>Context compaction helps by replacing older conversational detail with a shorter summary that still preserves enough continuity for the next turns.</p><hr><h2 id="what-it-changes" tabindex="-1">What It Changes <a class="header-anchor" href="#what-it-changes" aria-label="Permalink to &quot;What It Changes&quot;"></a></h2><p>Context compaction affects the <strong>active session context</strong> only.</p><p>It does <strong>not</strong>:</p><ul><li>delete the bot itself</li><li>change the configured memory provider</li><li>merge long-term memory records</li><li>replace the need for memory search</li></ul><p>In practice, it changes how much historical session text is carried into future model calls.</p><hr><h2 id="automatic-compaction" tabindex="-1">Automatic Compaction <a class="header-anchor" href="#automatic-compaction" aria-label="Permalink to &quot;Automatic Compaction&quot;"></a></h2><p>Configure automatic context compaction from the bot&#39;s <strong>General</strong> tab.</p><p>Relevant fields:</p><table tabindex="0"><thead><tr><th>Field</th><th>Description</th></tr></thead><tbody><tr><td><strong>Compaction Enabled</strong></td><td>Enable or disable automatic context compaction for this bot.</td></tr><tr><td><strong>Compaction Threshold</strong></td><td>Estimated token threshold that triggers background compaction.</td></tr><tr><td><strong>Compaction Ratio</strong></td><td>How aggressively the session should be reduced during compaction.</td></tr><tr><td><strong>Compaction Model</strong></td><td>The model used to summarize old session context.</td></tr></tbody></table><p>When enabled, Memoh can compact context in the background after a turn when the estimated input size passes the configured threshold.</p><p>Memoh also uses the selected model&#39;s <code>context_window</code> to understand how close the session is to the available budget.</p><hr><h2 id="immediate-compaction" tabindex="-1">Immediate Compaction <a class="header-anchor" href="#immediate-compaction" aria-label="Permalink to &quot;Immediate Compaction&quot;"></a></h2><p>You can trigger compaction immediately for the current session in two ways:</p><h3 id="from-the-session-status-panel" tabindex="-1">From The Session Status Panel <a class="header-anchor" href="#from-the-session-status-panel" aria-label="Permalink to &quot;From The Session Status Panel&quot;"></a></h3><ol><li>Open the active conversation.</li><li>Open the session status panel.</li><li>Click <strong>Compact Now</strong>.</li></ol><p>The status panel also shows the current context usage, cache hit rate, and used skills, which helps you decide whether compaction is useful right now.</p><h3 id="from-slash-commands" tabindex="-1">From Slash Commands <a class="header-anchor" href="#from-slash-commands" aria-label="Permalink to &quot;From Slash Commands&quot;"></a></h3><p>Run:</p><div class="language-text vp-adaptive-theme"><button title="Copy Code" class="copy"></button><span class="lang">text</span><pre class="shiki shiki-themes github-light github-dark vp-code" tabindex="0"><code><span class="line"><span>/compact</span></span></code></pre></div><p>or:</p><div class="language-text vp-adaptive-theme"><button title="Copy Code" class="copy"></button><span class="lang">text</span><pre class="shiki shiki-themes github-light github-dark vp-code" tabindex="0"><code><span class="line"><span>/compact run</span></span></code></pre></div><p>This runs synchronous context compaction for the current session and returns a status result to chat.</p><hr><h2 id="status-and-logs" tabindex="-1">Status And Logs <a class="header-anchor" href="#status-and-logs" aria-label="Permalink to &quot;Status And Logs&quot;"></a></h2><p>The <strong>Compaction</strong> tab in the bot detail page provides an audit trail for context compaction runs.</p><p>Typical fields include:</p><ul><li><strong>Status</strong> — whether the compaction finished successfully or failed</li><li><strong>Summary</strong> — the compacted summary text or a summary preview</li><li><strong>Message Count</strong> — how many messages were involved</li><li><strong>Started / Completed Time</strong> — when the run happened</li><li><strong>Model / Usage</strong> — metadata about the model and token usage when available</li></ul><p>The log list is useful when you want to verify that automatic compaction is actually running or diagnose a failure.</p><hr><h2 id="relationship-to-context-window" tabindex="-1">Relationship To <code>context_window</code> <a class="header-anchor" href="#relationship-to-context-window" aria-label="Permalink to &quot;Relationship To `context_window`&quot;"></a></h2><p>Memoh tracks the current session against the selected chat model&#39;s <code>context_window</code>.</p><p>You can see this in:</p><ul><li>the Web UI session status panel</li><li>the <code>/status</code> slash command</li></ul><p>Compaction becomes more valuable as the active session gets closer to the model&#39;s context limit. A dedicated compaction model can also be used to summarize more cheaply than the main chat model.</p><hr><h2 id="context-compaction-vs-memory-compaction" tabindex="-1">Context Compaction vs Memory Compaction <a class="header-anchor" href="#context-compaction-vs-memory-compaction" aria-label="Permalink to &quot;Context Compaction vs Memory Compaction&quot;"></a></h2><p>These two features sound similar but solve different problems:</p><table tabindex="0"><thead><tr><th>Feature</th><th>Scope</th><th>Trigger</th><th>Result</th></tr></thead><tbody><tr><td><strong>Context Compaction</strong></td><td>One active session</td><td>Session panel or <code>/compact</code></td><td>Summarizes older chat history for future turns</td></tr><tr><td><strong>Memory Compaction</strong></td><td>Long-term memory provider</td><td>Memory tab</td><td>Rewrites stored memory entries</td></tr></tbody></table><p>Use <strong>Context Compaction</strong> when one conversation has become too large.</p><p>Use <strong>Memory Compaction</strong> when the bot&#39;s stored memories themselves have become noisy or redundant.</p><hr><h2 id="next-steps" tabindex="-1">Next Steps <a class="header-anchor" href="#next-steps" aria-label="Permalink to &quot;Next Steps&quot;"></a></h2><ul><li>To inspect session runtime information, see <a href="/getting-started/sessions.html">Sessions</a>.</li><li>To understand slash-triggered compaction, see <a href="/getting-started/slash-commands.html">Slash Commands</a>.</li><li>To manage long-term memory instead of session context, see <a href="/getting-started/memory.html">Bot Memory Management</a>.</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/compaction.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/memory.html" data-v-64297f89><!--[--><span class="desc" data-v-64297f89>Previous page</span><span class="title" data-v-64297f89>Memory</span><!--]--></a></div><div class="pager" data-v-64297f89><a class="VPLink link pager-link next" href="/getting-started/heartbeat.html" data-v-64297f89><!--[--><span class="desc" data-v-64297f89>Next page</span><span class="title" data-v-64297f89>Heartbeat</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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