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4 changes: 2 additions & 2 deletions core/advanced/wal/index.html
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Expand Up @@ -2203,7 +2203,7 @@ <h1 id="write-ahead-log-wal">Write-ahead Log (WAL)<a class="headerlink" href="#w
request (aka transaction) is safely stored before acknowledging back to the user. Subsequently, in fact immediately
after writing to the WAL, the data is also written to the index. This enables Chroma to serve as real-time search
engine, where the data is available for querying immediately after it is written to the WAL.</p>
<p>Below is a diagram that illustrates the WAL in ChromaDB (ca. v0.4.22):</p>
<p>Below is a diagram that illustrates the WAL in ChromaDB (ca. v0.5.1322):</p>
<p><img alt="WAL" src="../../../assets/images/WAL.png" style="width:100%" /></p>
<h2 id="vector-indices-overview">Vector Indices Overview<a class="headerlink" href="#vector-indices-overview" title="Permanent link">&para;</a></h2>
<p>The diagram below illustrates how data gets transferred from the WAL to the binary vector indices (Bruteforce and HNSW):</p>
Expand Down Expand Up @@ -2252,7 +2252,7 @@ <h2 id="further-reading">Further Reading<a class="headerlink" href="#further-rea
<span class="md-icon" title="Last update">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">January 18, 2024</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">October 14, 2024</span>
</span>


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8 changes: 6 additions & 2 deletions index.html
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Expand Up @@ -2331,7 +2331,11 @@

<h1 id="welcome-to-chromadb-cookbook">Welcome to ChromaDB Cookbook<a class="headerlink" href="#welcome-to-chromadb-cookbook" title="Permanent link">&para;</a></h1>
<p>This is a collection of small guides and recipes to help you get started with ChromaDB.</p>
<p>Latest ChromaDB version: <a href="https://github.com/chroma-core/chroma/releases/tag/0.5.11">0.5.11</a></p>
<div class="admonition warning">
<p class="admonition-title">Critical Fixes</p>
</div>
<p>If you are using Chroma <code>&gt;=0.5.7</code> and <code>&lt;=0.5.13</code> please upgrade to <code>0.5.13</code> as there is a critical bug that can cause data loss. Read more on the <a href="https://github.com/chroma-core/chroma/issues/2922">GH Issue</a>.</p>
<p>Latest ChromaDB version: <a href="https://github.com/chroma-core/chroma/releases/tag/0.5.13">0.5.13</a></p>
<h2 id="new-and-noteworthy">New and Noteworthy<a class="headerlink" href="#new-and-noteworthy" title="Permanent link">&para;</a></h2>
<ul>
<li>⁉️<a href="faq/">FAQs</a> - Updated FAQ sections - 📅<code>10-Oct-2024</code></li>
Expand Down Expand Up @@ -2439,7 +2443,7 @@ <h2 id="get-help">Get Help<a class="headerlink" href="#get-help" title="Permanen
<span class="md-icon" title="Last update">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">October 10, 2024</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">October 14, 2024</span>
</span>


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12 changes: 6 additions & 6 deletions running/running-chroma/index.html
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Expand Up @@ -2291,7 +2291,7 @@ <h3 id="docker">Docker<a class="headerlink" href="#docker" title="Permanent link
<ul>
<li>Docker - <a href="https://docs.docker.com/desktop/">Overview of Docker Desktop | Docker Docs</a></li>
</ul>
<div class="language-shell highlight"><pre><span></span><code><span id="__span-1-1"><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a>docker<span class="w"> </span>run<span class="w"> </span>-d<span class="w"> </span>--rm<span class="w"> </span>--name<span class="w"> </span>chromadb<span class="w"> </span>-v<span class="w"> </span>./chroma:/chroma/chroma<span class="w"> </span>-e<span class="w"> </span><span class="nv">IS_PERSISTENT</span><span class="o">=</span>TRUE<span class="w"> </span>-e<span class="w"> </span><span class="nv">ANONYMIZED_TELEMETRY</span><span class="o">=</span>TRUE<span class="w"> </span>chromadb/chroma:0.5.11
<div class="language-shell highlight"><pre><span></span><code><span id="__span-1-1"><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a>docker<span class="w"> </span>run<span class="w"> </span>-d<span class="w"> </span>--rm<span class="w"> </span>--name<span class="w"> </span>chromadb<span class="w"> </span>-v<span class="w"> </span>./chroma:/chroma/chroma<span class="w"> </span>-e<span class="w"> </span><span class="nv">IS_PERSISTENT</span><span class="o">=</span>TRUE<span class="w"> </span>-e<span class="w"> </span><span class="nv">ANONYMIZED_TELEMETRY</span><span class="o">=</span>TRUE<span class="w"> </span>chromadb/chroma:0.5.13
</span></code></pre></div>
<p>Options:</p>
<ul>
Expand All @@ -2316,7 +2316,7 @@ <h3 id="docker-compose-cloned-repo">Docker Compose (Cloned Repo)<a class="header
</span><span id="__span-2-2"><a id="__codelineno-2-2" name="__codelineno-2-2" href="#__codelineno-2-2"></a>docker<span class="w"> </span>compose<span class="w"> </span>up<span class="w"> </span>-d<span class="w"> </span>--build
</span></code></pre></div>
<p>If you want to run a specific version of Chroma you can checkout the version tag you need:</p>
<div class="language-shell highlight"><pre><span></span><code><span id="__span-3-1"><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a>git<span class="w"> </span>checkout<span class="w"> </span>release/0.5.11
<div class="language-shell highlight"><pre><span></span><code><span id="__span-3-1"><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a>git<span class="w"> </span>checkout<span class="w"> </span>release/0.5.13
</span></code></pre></div>
<h3 id="docker-compose-without-cloning-the-repo">Docker Compose (Without Cloning the Repo)<a class="headerlink" href="#docker-compose-without-cloning-the-repo" title="Permanent link">&para;</a></h3>
<p>If you do not wish or are able to clone the repo locally, Chroma server can also be run with docker compose by
Expand All @@ -2333,7 +2333,7 @@ <h3 id="docker-compose-without-cloning-the-repo">Docker Compose (Without Cloning
</span><span id="__span-4-5"><a id="__codelineno-4-5" name="__codelineno-4-5" href="#__codelineno-4-5"></a><span class="w"> </span><span class="nt">driver</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bridge</span>
</span><span id="__span-4-6"><a id="__codelineno-4-6" name="__codelineno-4-6" href="#__codelineno-4-6"></a><span class="nt">services</span><span class="p">:</span>
</span><span id="__span-4-7"><a id="__codelineno-4-7" name="__codelineno-4-7" href="#__codelineno-4-7"></a><span class="w"> </span><span class="nt">chromadb</span><span class="p">:</span>
</span><span id="__span-4-8"><a id="__codelineno-4-8" name="__codelineno-4-8" href="#__codelineno-4-8"></a><span class="w"> </span><span class="nt">image</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">chromadb/chroma:0.5.11</span>
</span><span id="__span-4-8"><a id="__codelineno-4-8" name="__codelineno-4-8" href="#__codelineno-4-8"></a><span class="w"> </span><span class="nt">image</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">chromadb/chroma:0.5.13</span>
</span><span id="__span-4-9"><a id="__codelineno-4-9" name="__codelineno-4-9" href="#__codelineno-4-9"></a><span class="w"> </span><span class="nt">volumes</span><span class="p">:</span>
</span><span id="__span-4-10"><a id="__codelineno-4-10" name="__codelineno-4-10" href="#__codelineno-4-10"></a><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">./chromadb:/chroma/chroma</span>
</span><span id="__span-4-11"><a id="__codelineno-4-11" name="__codelineno-4-11" href="#__codelineno-4-11"></a><span class="w"> </span><span class="nt">environment</span><span class="p">:</span>
Expand All @@ -2345,7 +2345,7 @@ <h3 id="docker-compose-without-cloning-the-repo">Docker Compose (Without Cloning
</span><span id="__span-4-17"><a id="__codelineno-4-17" name="__codelineno-4-17" href="#__codelineno-4-17"></a><span class="w"> </span><span class="nt">networks</span><span class="p">:</span>
</span><span id="__span-4-18"><a id="__codelineno-4-18" name="__codelineno-4-18" href="#__codelineno-4-18"></a><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">net</span>
</span></code></pre></div>
<p>The above will create a container with the latest Chroma (<code>chromadb/chroma:0.5.11</code>), will expose it to port <code>8000</code> on
<p>The above will create a container with the latest Chroma (<code>chromadb/chroma:0.5.13</code>), will expose it to port <code>8000</code> on
the local machine and will persist data in <code>./chromadb</code> relative path from where the <code>docker-compose.yaml</code> has been ran.</p>
<div class="admonition tip">
<p class="admonition-title">Versioning</p>
Expand Down Expand Up @@ -2377,7 +2377,7 @@ <h3 id="minikube-with-helm-chart">Minikube With Helm Chart<a class="headerlink"
<p>Get and install the chart:</p>
<div class="language-bash highlight"><pre><span></span><code><span id="__span-7-1"><a id="__codelineno-7-1" name="__codelineno-7-1" href="#__codelineno-7-1"></a>helm<span class="w"> </span>repo<span class="w"> </span>add<span class="w"> </span>chroma<span class="w"> </span>https://amikos-tech.github.io/chromadb-chart/
</span><span id="__span-7-2"><a id="__codelineno-7-2" name="__codelineno-7-2" href="#__codelineno-7-2"></a>helm<span class="w"> </span>repo<span class="w"> </span>update
</span><span id="__span-7-3"><a id="__codelineno-7-3" name="__codelineno-7-3" href="#__codelineno-7-3"></a>helm<span class="w"> </span>install<span class="w"> </span>chroma<span class="w"> </span>chroma/chromadb<span class="w"> </span>--set<span class="w"> </span>chromadb.apiVersion<span class="o">=</span><span class="s2">&quot;0.5.11&quot;</span>
</span><span id="__span-7-3"><a id="__codelineno-7-3" name="__codelineno-7-3" href="#__codelineno-7-3"></a>helm<span class="w"> </span>install<span class="w"> </span>chroma<span class="w"> </span>chroma/chromadb<span class="w"> </span>--set<span class="w"> </span>chromadb.apiVersion<span class="o">=</span><span class="s2">&quot;0.5.13&quot;</span>
</span></code></pre></div>
<p>By default the chart will enable authentication in Chroma. To get the token run the following:</p>
<div class="language-bash highlight"><pre><span></span><code><span id="__span-8-1"><a id="__codelineno-8-1" name="__codelineno-8-1" href="#__codelineno-8-1"></a>kubectl<span class="w"> </span>--namespace<span class="w"> </span>default<span class="w"> </span>get<span class="w"> </span>secret<span class="w"> </span>chromadb-auth<span class="w"> </span>-o<span class="w"> </span><span class="nv">jsonpath</span><span class="o">=</span><span class="s2">&quot;{.data.token}&quot;</span><span class="w"> </span><span class="p">|</span><span class="w"> </span>base64<span class="w"> </span>--decode
Expand Down Expand Up @@ -2429,7 +2429,7 @@ <h3 id="minikube-with-helm-chart">Minikube With Helm Chart<a class="headerlink"
<span class="md-icon" title="Last update">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">October 3, 2024</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">October 14, 2024</span>
</span>


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2 changes: 1 addition & 1 deletion search/search_index.json

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4 changes: 2 additions & 2 deletions security/chroma-ssl-cert/index.html
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Expand Up @@ -2372,7 +2372,7 @@ <h3 id="configuring-and-running-chroma">Configuring and running Chroma<a class="
</span><span id="__span-4-6"><a id="__codelineno-4-6" name="__codelineno-4-6" href="#__codelineno-4-6"></a>
</span><span id="__span-4-7"><a id="__codelineno-4-7" name="__codelineno-4-7" href="#__codelineno-4-7"></a><span class="nt">services</span><span class="p">:</span>
</span><span id="__span-4-8"><a id="__codelineno-4-8" name="__codelineno-4-8" href="#__codelineno-4-8"></a><span class="w"> </span><span class="nt">server</span><span class="p">:</span>
</span><span id="__span-4-9"><a id="__codelineno-4-9" name="__codelineno-4-9" href="#__codelineno-4-9"></a><span class="w"> </span><span class="nt">image</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">chromadb/chroma:0.5.11</span>
</span><span id="__span-4-9"><a id="__codelineno-4-9" name="__codelineno-4-9" href="#__codelineno-4-9"></a><span class="w"> </span><span class="nt">image</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">chromadb/chroma:0.5.13</span>
</span><span id="__span-4-10"><a id="__codelineno-4-10" name="__codelineno-4-10" href="#__codelineno-4-10"></a><span class="w"> </span><span class="nt">volumes</span><span class="p">:</span>
</span><span id="__span-4-11"><a id="__codelineno-4-11" name="__codelineno-4-11" href="#__codelineno-4-11"></a><span class="w"> </span><span class="c1"># Be aware that indexed data are located in &quot;/chroma/chroma/&quot;</span>
</span><span id="__span-4-12"><a id="__codelineno-4-12" name="__codelineno-4-12" href="#__codelineno-4-12"></a><span class="w"> </span><span class="c1"># Default configuration for persist_directory in chromadb/config.py</span>
Expand Down Expand Up @@ -2436,7 +2436,7 @@ <h3 id="aws-certificate-manager">AWS Certificate Manager<a class="headerlink" hr
<span class="md-icon" title="Last update">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">October 3, 2024</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">October 14, 2024</span>
</span>


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6 changes: 3 additions & 3 deletions security/ssl-proxies/index.html
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Expand Up @@ -2291,7 +2291,7 @@ <h2 id="envoy">Envoy<a class="headerlink" href="#envoy" title="Permanent link">&
</span><span id="__span-1-32"><a id="__codelineno-1-32" name="__codelineno-1-32" href="#__codelineno-1-32"></a><span class="w"> </span><span class="no">sh -c &quot;/usr/local/bin/wait-for-certs.sh &amp;&amp; \</span>
</span><span id="__span-1-33"><a id="__codelineno-1-33" name="__codelineno-1-33" href="#__codelineno-1-33"></a><span class="w"> </span><span class="no">/opt/bitnami/envoy/bin/envoy -c /opt/bitnami/envoy/conf/envoy.yaml&quot;</span>
</span><span id="__span-1-34"><a id="__codelineno-1-34" name="__codelineno-1-34" href="#__codelineno-1-34"></a><span class="w"> </span><span class="nt">chromadb</span><span class="p">:</span>
</span><span id="__span-1-35"><a id="__codelineno-1-35" name="__codelineno-1-35" href="#__codelineno-1-35"></a><span class="w"> </span><span class="nt">image</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">chromadb/chroma:0.5.11</span>
</span><span id="__span-1-35"><a id="__codelineno-1-35" name="__codelineno-1-35" href="#__codelineno-1-35"></a><span class="w"> </span><span class="nt">image</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">chromadb/chroma:0.5.13</span>
</span><span id="__span-1-36"><a id="__codelineno-1-36" name="__codelineno-1-36" href="#__codelineno-1-36"></a><span class="w"> </span><span class="nt">volumes</span><span class="p">:</span>
</span><span id="__span-1-37"><a id="__codelineno-1-37" name="__codelineno-1-37" href="#__codelineno-1-37"></a><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">./chromadb:/chroma/chroma</span>
</span><span id="__span-1-38"><a id="__codelineno-1-38" name="__codelineno-1-38" href="#__codelineno-1-38"></a><span class="w"> </span><span class="nt">environment</span><span class="p">:</span>
Expand Down Expand Up @@ -2346,7 +2346,7 @@ <h2 id="nginx">Nginx<a class="headerlink" href="#nginx" title="Permanent link">&
</span><span id="__span-3-14"><a id="__codelineno-3-14" name="__codelineno-3-14" href="#__codelineno-3-14"></a><span class="w"> </span><span class="nt">environment</span><span class="p">:</span>
</span><span id="__span-3-15"><a id="__codelineno-3-15" name="__codelineno-3-15" href="#__codelineno-3-15"></a><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">CHROMA_DOMAIN=${CHROMA_DOMAIN:-localhost}</span>
</span><span id="__span-3-16"><a id="__codelineno-3-16" name="__codelineno-3-16" href="#__codelineno-3-16"></a><span class="w"> </span><span class="nt">chromadb</span><span class="p">:</span>
</span><span id="__span-3-17"><a id="__codelineno-3-17" name="__codelineno-3-17" href="#__codelineno-3-17"></a><span class="w"> </span><span class="nt">image</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">chromadb/chroma:0.5.11</span>
</span><span id="__span-3-17"><a id="__codelineno-3-17" name="__codelineno-3-17" href="#__codelineno-3-17"></a><span class="w"> </span><span class="nt">image</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">chromadb/chroma:0.5.13</span>
</span><span id="__span-3-18"><a id="__codelineno-3-18" name="__codelineno-3-18" href="#__codelineno-3-18"></a><span class="w"> </span><span class="nt">volumes</span><span class="p">:</span>
</span><span id="__span-3-19"><a id="__codelineno-3-19" name="__codelineno-3-19" href="#__codelineno-3-19"></a><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">./chromadb:/chroma/chroma</span>
</span><span id="__span-3-20"><a id="__codelineno-3-20" name="__codelineno-3-20" href="#__codelineno-3-20"></a><span class="w"> </span><span class="nt">environment</span><span class="p">:</span>
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<span class="md-icon" title="Last update">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">October 3, 2024</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">October 14, 2024</span>
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