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zhjwpku · Mar 16, 2024 · 8032973 · 8032973
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diff --git a/databases/vectordb/index.html b/databases/vectordb/index.html
@@ -180,6 +180,7 @@ <h3 id="misc"><a class="header" href="#misc">Misc</a></h3>
 <ul>
 <li><a href="/assets/pdfs/The_FAISS_LIBRARY_2401.08281.pdf">THE FAISS LIBRARY</a>, 2024</li>
 <li><a href="https://www.pinecone.io/learn/series/faiss/">Faiss: The Missing Manual</a></li>
+<li><a href="https://zhang-yang.medium.com/cosine-similarity-dot-product-for-normalized-vectors-c07bdb61c9d1">Cosine similarity = dot product for normalized vectors</a></li>
 </ul>
 
                     </main>

diff --git a/databases/vectordb/ivf-hnsw.html b/databases/vectordb/ivf-hnsw.html
@@ -149,7 +149,7 @@ <h1 class="menu-title">论文阅读笔记</h1>
 
                 <div id="content" class="content">
                     <main>
-                        <h3 id="a-hrefassetspdfshnsw_160309320pdfrevisiting-the-inverted-indices-for-billion-scale-approximate-nearest-neighborsa"><a class="header" href="#a-hrefassetspdfshnsw_160309320pdfrevisiting-the-inverted-indices-for-billion-scale-approximate-nearest-neighborsa"><a href="/assets/pdfs/hnsw_1603.09320.pdf">Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors</a></a></h3>
+                        <h3 id="a-hrefassetspdfsivf-hnsw_180202422pdfrevisiting-the-inverted-indices-for-billion-scale-approximate-nearest-neighborsa"><a class="header" href="#a-hrefassetspdfsivf-hnsw_180202422pdfrevisiting-the-inverted-indices-for-billion-scale-approximate-nearest-neighborsa"><a href="/assets/pdfs/ivf-hnsw_1802.02422.pdf">Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors</a></a></h3>
 <blockquote>
 <p>https://arxiv.org/abs/1802.02422</p>
 </blockquote>

diff --git a/print.html b/print.html
@@ -1145,6 +1145,7 @@ <h3 id="misc"><a class="header" href="#misc">Misc</a></h3>
 <ul>
 <li><a href="databases/vectordb//assets/pdfs/The_FAISS_LIBRARY_2401.08281.pdf">THE FAISS LIBRARY</a>, 2024</li>
 <li><a href="https://www.pinecone.io/learn/series/faiss/">Faiss: The Missing Manual</a></li>
+<li><a href="https://zhang-yang.medium.com/cosine-similarity-dot-product-for-normalized-vectors-c07bdb61c9d1">Cosine similarity = dot product for normalized vectors</a></li>
 </ul>
 <div style="break-before: page; page-break-before: always;"></div><h3 id="a-hrefdatabasesvectordbassetspdfshnsw_160309320pdfefficient-and-robust-approximate-nearest-neighbor-search-using-hierarchical-navigable-small-world-graphsa"><a class="header" href="#a-hrefdatabasesvectordbassetspdfshnsw_160309320pdfefficient-and-robust-approximate-nearest-neighbor-search-using-hierarchical-navigable-small-world-graphsa"><a href="databases/vectordb//assets/pdfs/hnsw_1603.09320.pdf">Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs</a></a></h3>
 <blockquote>
@@ -1174,7 +1175,7 @@ <h4 id="references-2"><a class="header" href="#references-2">References:</a></h4
 <li><a href="https://www.pinecone.io/learn/series/faiss/hnsw/">Hierarchical Navigable Small Worlds (HNSW)</a></li>
 <li><a href="https://zhuanlan.zhihu.com/p/441470968">HNSW算法原理</a></li>
 </ul>
-<div style="break-before: page; page-break-before: always;"></div><h3 id="a-hrefdatabasesvectordbassetspdfshnsw_160309320pdfrevisiting-the-inverted-indices-for-billion-scale-approximate-nearest-neighborsa"><a class="header" href="#a-hrefdatabasesvectordbassetspdfshnsw_160309320pdfrevisiting-the-inverted-indices-for-billion-scale-approximate-nearest-neighborsa"><a href="databases/vectordb//assets/pdfs/hnsw_1603.09320.pdf">Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors</a></a></h3>
+<div style="break-before: page; page-break-before: always;"></div><h3 id="a-hrefdatabasesvectordbassetspdfsivf-hnsw_180202422pdfrevisiting-the-inverted-indices-for-billion-scale-approximate-nearest-neighborsa"><a class="header" href="#a-hrefdatabasesvectordbassetspdfsivf-hnsw_180202422pdfrevisiting-the-inverted-indices-for-billion-scale-approximate-nearest-neighborsa"><a href="databases/vectordb//assets/pdfs/ivf-hnsw_1802.02422.pdf">Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors</a></a></h3>
 <blockquote>
 <p>https://arxiv.org/abs/1802.02422</p>
 </blockquote>

diff --git a/searchindex.js b/searchindex.js
diff --git a/searchindex.json b/searchindex.json
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@@ Expand Up / @@ -180,6 +180,7 @@ <h3 id="misc"><a class="header" href="#misc">Misc</a></h3> @@
     <ul>
     <li><a href="/assets/pdfs/The_FAISS_LIBRARY_2401.08281.pdf">THE FAISS LIBRARY</a>, 2024</li>
     <li><a href="https://www.pinecone.io/learn/series/faiss/">Faiss: The Missing Manual</a></li>
+    <li><a href="https://zhang-yang.medium.com/cosine-similarity-dot-product-for-normalized-vectors-c07bdb61c9d1">Cosine similarity = dot product for normalized vectors</a></li>
     </ul>
                         </main>
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