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<h1>Semantic Router documentation<a class="headerlink" href="#semantic-router-documentation" title="Link to this heading">¶</a></h1>
<p>Semantic Router is a superfast decision-making layer for your LLMs and agents. Rather than waiting for slow LLM generations to make tool-use decisions, we use the magic of semantic vector space to make those decisions — <em>routing</em> our requests using <em>semantic</em> meaning.</p>
<p>## Integrations</p>
<p>The <em>encoders</em> of semantic router include easy-to-use integrations with <a class="reference external" href="https://github.com/aurelio-labs/semantic-router/blob/main/semantic_router/encoders/cohere.py">Cohere</a>, <a class="reference external" href="https://github.com/aurelio-labs/semantic-router/blob/main/docs/encoders/openai-embed-3.ipynb">OpenAI</a>, <a class="reference external" href="https://github.com/aurelio-labs/semantic-router/blob/main/docs/encoders/huggingface.ipynb">Hugging Face</a>, <a class="reference external" href="https://github.com/aurelio-labs/semantic-router/blob/main/docs/encoders/fastembed.ipynb">FastEmbed</a>, and <a class="reference external" href="https://github.com/aurelio-labs/semantic-router/tree/main/semantic_router/encoders">more</a> — we even support <a class="reference external" href="https://github.com/aurelio-labs/semantic-router/blob/main/docs/07-multi-modal.ipynb">multi-modality</a>!.</p>
<p>Our utterance vector space also integrates with <a class="reference external" href="https://github.com/aurelio-labs/semantic-router/blob/main/docs/indexes/pinecone.ipynb">Pinecone</a> and <a class="reference external" href="https://github.com/aurelio-labs/semantic-router/blob/main/docs/indexes/qdrant.ipynb">Qdrant</a>!</p>
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