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When you're ready, come back to Elasticsearch Labs for more advanced content using our latest innovations.</p></div><a class="Button_button__exqP_ Banner_button__8f5Wl Banner_action__IiBVF Button_secondary__9ex2D undefined" href="https://www.elastic.co/guide/en/elasticsearch/reference/current/elasticsearch-intro.html"><span class="Button_container__9TnuA">Get started with Elasticsearch<!-- --> <svg stroke="currentColor" fill="none" stroke-width="2" viewBox="0 0 24 24" stroke-linecap="round" stroke-linejoin="round" height="15" width="15" xmlns="http://www.w3.org/2000/svg"><path d="M18 13v6a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h6"></path><polyline points="15 3 21 3 21 9"></polyline><line x1="10" y1="14" x2="21" y2="3"></line></svg></span></a></div><h2 class="mt-64 mb-32">Start exploring</h2><div class="Grid_grid__VqxFA" style="gap:32px" data-columns="2"><div><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifySpaceBetween__YorFL 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href="https://colab.research.google.com/github/elastic/elasticsearch-labs/blob/main/notebooks/integrations/cohere/inference-cohere.ipynb" rel="noopener noreferrer">Semantic search using the Cohere service of the inference API</a></div><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifyFlexStart__i_sRJ Flex_alignStretch____14D ContentListCard_itemCategory__AUXt9" style="gap:8px"><a class="post-pill Pill_pill__GYFQ2" href="/search-labs/blog/category/generative-ai">Generative AI</a><a class="post-pill Pill_pill__GYFQ2" href="/search-labs/blog/category/how-to">How To</a></div></div></li><li><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifySpaceBetween__YorFL Flex_alignFlexStart__MKben Flex_responsive__NNkwK" style="gap:8px"><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifyFlexStart__i_sRJ Flex_alignCenter__IANzE" style="gap:14px"><a href="https://github.com/elastic/elasticsearch-labs/tree/main/example-apps/relevance-workbench" rel="noopener noreferrer">Relevance Workbench </a></div><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifyFlexStart__i_sRJ Flex_alignStretch____14D ContentListCard_itemCategory__AUXt9" style="gap:8px"><a class="post-pill Pill_pill__GYFQ2" href="/search-labs/blog/category/vector-database">Vector Database</a><a class="post-pill Pill_pill__GYFQ2" href="/search-labs/blog/category/generative-ai">Generative AI</a><span class="post-pill Pill_pill__GYFQ2" data-state="closed">+<!-- -->1</span></div></div></li><li><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifySpaceBetween__YorFL Flex_alignFlexStart__MKben Flex_responsive__NNkwK" style="gap:8px"><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifyFlexStart__i_sRJ Flex_alignCenter__IANzE" style="gap:14px"><a href="https://github.com/elastic/elasticsearch-labs/blob/main/notebooks/generative-ai/question-answering.ipynb" rel="noopener noreferrer">Question Answering with Langchain and OpenAI</a></div><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifyFlexStart__i_sRJ Flex_alignStretch____14D ContentListCard_itemCategory__AUXt9" style="gap:8px"><a class="post-pill Pill_pill__GYFQ2" href="/search-labs/blog/category/generative-ai">Generative AI</a><a class="post-pill Pill_pill__GYFQ2" href="/search-labs/blog/category/how-to">How To</a></div></div></li><li><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifySpaceBetween__YorFL Flex_alignFlexStart__MKben Flex_responsive__NNkwK" style="gap:8px"><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifyFlexStart__i_sRJ Flex_alignCenter__IANzE" style="gap:14px"><a href="https://github.com/elastic/elasticsearch-labs/tree/main/example-apps/openai-embeddings" rel="noopener noreferrer">OpenAI embeddings in Elasticsearch</a></div><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifyFlexStart__i_sRJ Flex_alignStretch____14D ContentListCard_itemCategory__AUXt9" style="gap:8px"><a class="post-pill Pill_pill__GYFQ2" href="/search-labs/blog/category/vector-database">Vector Database</a><a class="post-pill Pill_pill__GYFQ2" href="/search-labs/blog/category/generative-ai">Generative AI</a><span class="post-pill Pill_pill__GYFQ2" data-state="closed">+<!-- -->1</span></div></div></li><li><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifySpaceBetween__YorFL Flex_alignFlexStart__MKben Flex_responsive__NNkwK" style="gap:8px"><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifyFlexStart__i_sRJ Flex_alignCenter__IANzE" style="gap:14px"><a href="https://colab.research.google.com/github/elastic/elasticsearch-labs/blob/main/notebooks/integrations/hugging-face/loading-model-from-hugging-face.ipynb" rel="noopener noreferrer">Load Embedding Model into Elasticsearch</a></div><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifyFlexStart__i_sRJ Flex_alignStretch____14D ContentListCard_itemCategory__AUXt9" style="gap:8px"><a class="post-pill Pill_pill__GYFQ2" href="/search-labs/blog/category/vector-database">Vector Database</a><a class="post-pill Pill_pill__GYFQ2" href="/search-labs/blog/category/lucene">Lucene</a></div></div></li></ul></div></div><div><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifySpaceBetween__YorFL Flex_alignCenter__IANzE mb-24"><h4 class="Text_gray__zXHOH">Integrations</h4><div class="Flex_container__wTHVg Flex_row__Q4HFw Flex_nowrap__QyYBd Flex_justifyCenter__pEOiQ Flex_alignCenter__IANzE"><a class="ViewAll_viewAll__kLgoH" 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