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<div class="breadcrumbs"><a href="../../index.html">embeddings-llm</a><span class="delimiter">/</span><a href="../index.html">ai.koog.embeddings.local</a><span class="delimiter">/</span><span class="current">OllamaEmbeddingModels</span></div>
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<h1 class="cover"><span>Ollama</span><wbr><span>Embedding</span><wbr><span><span>Models</span></span></h1>
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":embeddings:embeddings-llm/commonMain"><div class="symbol monospace"><span class="token keyword">object </span><a href="index.html">OllamaEmbeddingModels</a><span class="source-link-wrapper"><span class="source-link" data-element-type="source-link">(<a href="https://github.com/JetBrains/koog/tree/main/embeddings/embeddings-llm/src/commonMain/kotlin/ai/koog/embeddings/local/OllamaEmbeddingModels.kt#L13">source</a>)</span></span></div><p class="paragraph">Ollama embedding models.</p><p class="paragraph">Models are sourced from https://ollama.com/blog/embedding-models and other official Ollama resources. Each model has a specific purpose and performance characteristics.</p></div></div>
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<h2 class="tableheader">Properties</h2>
<div class="table"><a data-name="-1876131664%2FProperties%2F-1618763757" anchor-label="ALL_MINI_LM" id="-1876131664%2FProperties%2F-1618763757" data-filterable-set=":embeddings:embeddings-llm/commonMain"></a>
<div class="table-row table-row_content" data-filterable-current=":embeddings:embeddings-llm/commonMain" data-filterable-set=":embeddings:embeddings-llm/commonMain">
<div class="main-subrow keyValue ">
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<div><a href="-a-l-l_-m-i-n-i_-l-m.html"><span>ALL_</span><wbr><span>MINI_</span><wbr><span>LM</span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1876131664%2FProperties%2F-1618763757"></span>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":embeddings:embeddings-llm/commonMain"><div class="symbol monospace"><span class="token keyword">val </span><a href="-a-l-l_-m-i-n-i_-l-m.html">ALL_MINI_LM</a><span class="token operator">: </span><a href="../../../../prompt/prompt-llm/ai.koog.prompt.llm/-l-l-model/index.html">LLModel</a></div><div class="brief "><p class="paragraph">All MiniLM embedding model, a lightweight and efficient model.</p></div></div></div>
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<a data-name="1656840255%2FProperties%2F-1618763757" anchor-label="BGE_LARGE" id="1656840255%2FProperties%2F-1618763757" data-filterable-set=":embeddings:embeddings-llm/commonMain"></a>
<div class="table-row table-row_content" data-filterable-current=":embeddings:embeddings-llm/commonMain" data-filterable-set=":embeddings:embeddings-llm/commonMain">
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<div><a href="-b-g-e_-l-a-r-g-e.html"><span>BGE_</span><wbr><span>LARGE</span></a></div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":embeddings:embeddings-llm/commonMain"><div class="symbol monospace"><span class="token keyword">val </span><a href="-b-g-e_-l-a-r-g-e.html">BGE_LARGE</a><span class="token operator">: </span><a href="../../../../prompt/prompt-llm/ai.koog.prompt.llm/-l-l-model/index.html">LLModel</a></div><div class="brief "><p class="paragraph">BGE Large embedding model, optimized for English text.</p></div></div></div>
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<a data-name="-892323971%2FProperties%2F-1618763757" anchor-label="MULTILINGUAL_E5" id="-892323971%2FProperties%2F-1618763757" data-filterable-set=":embeddings:embeddings-llm/commonMain"></a>
<div class="table-row table-row_content" data-filterable-current=":embeddings:embeddings-llm/commonMain" data-filterable-set=":embeddings:embeddings-llm/commonMain">
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<div><a href="-m-u-l-t-i-l-i-n-g-u-a-l_-e5.html"><span>MULTILINGUAL_</span><wbr><span>E5</span></a></div>
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<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":embeddings:embeddings-llm/commonMain"><div class="symbol monospace"><span class="token keyword">val </span><a href="-m-u-l-t-i-l-i-n-g-u-a-l_-e5.html">MULTILINGUAL_E5</a><span class="token operator">: </span><a href="../../../../prompt/prompt-llm/ai.koog.prompt.llm/-l-l-model/index.html">LLModel</a></div><div class="brief "><p class="paragraph">Multilingual E5 embedding model, supports multiple languages.</p></div></div></div>
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<a data-name="296071910%2FProperties%2F-1618763757" anchor-label="MXBAI_EMBED_LARGE" id="296071910%2FProperties%2F-1618763757" data-filterable-set=":embeddings:embeddings-llm/commonMain"></a>
<div class="table-row table-row_content" data-filterable-current=":embeddings:embeddings-llm/commonMain" data-filterable-set=":embeddings:embeddings-llm/commonMain">
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<div><a href="-m-x-b-a-i_-e-m-b-e-d_-l-a-r-g-e.html"><span>MXBAI_</span><wbr><span>EMBED_</span><wbr><span>LARGE</span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="296071910%2FProperties%2F-1618763757"></span>
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<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":embeddings:embeddings-llm/commonMain"><div class="symbol monospace"><span class="token keyword">val </span><a href="-m-x-b-a-i_-e-m-b-e-d_-l-a-r-g-e.html">MXBAI_EMBED_LARGE</a><span class="token operator">: </span><a href="../../../../prompt/prompt-llm/ai.koog.prompt.llm/-l-l-model/index.html">LLModel</a></div><div class="brief "><p class="paragraph">Represents the model ID for the MXBAI Embed Large model.</p></div></div></div>
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<a data-name="-2066224205%2FProperties%2F-1618763757" anchor-label="NOMIC_EMBED_TEXT" id="-2066224205%2FProperties%2F-1618763757" data-filterable-set=":embeddings:embeddings-llm/commonMain"></a>
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<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="-n-o-m-i-c_-e-m-b-e-d_-t-e-x-t.html"><span>NOMIC_</span><wbr><span>EMBED_</span><wbr><span>TEXT</span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-2066224205%2FProperties%2F-1618763757"></span>
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<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":embeddings:embeddings-llm/commonMain"><div class="symbol monospace"><span class="token keyword">val </span><a href="-n-o-m-i-c_-e-m-b-e-d_-t-e-x-t.html">NOMIC_EMBED_TEXT</a><span class="token operator">: </span><a href="../../../../prompt/prompt-llm/ai.koog.prompt.llm/-l-l-model/index.html">LLModel</a></div><div class="brief "><p class="paragraph">Nomic's text embedding model, optimized for text embeddings. A good general-purpose embedding model.</p></div></div></div>
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