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<title data-rh="true">Observability with Langfuse | codename goose</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://block.github.io/goose/img/home-banner.png"><meta data-rh="true" name="twitter:image" content="https://block.github.io/goose/img/home-banner.png"><meta data-rh="true" property="og:url" content="https://block.github.io/goose/docs/tutorials/langfuse"><meta data-rh="true" property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:language" content="en"><meta data-rh="true" name="docusaurus_version" content="current"><meta data-rh="true" name="docusaurus_tag" content="docs-default-current"><meta data-rh="true" name="docsearch:version" content="current"><meta data-rh="true" name="docsearch:docusaurus_tag" content="docs-default-current"><meta data-rh="true" property="og:title" content="Observability with Langfuse | codename goose"><meta data-rh="true" name="description" content="Integrate Goose with Langfuse to observe performance"><meta data-rh="true" property="og:description" content="Integrate Goose with Langfuse to observe performance"><link data-rh="true" rel="icon" href="/goose/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://block.github.io/goose/docs/tutorials/langfuse"><link data-rh="true" rel="alternate" href="https://block.github.io/goose/docs/tutorials/langfuse" hreflang="en"><link data-rh="true" rel="alternate" href="https://block.github.io/goose/docs/tutorials/langfuse" hreflang="x-default"><link rel="alternate" type="application/rss+xml" href="/goose/blog/rss.xml" title="codename goose RSS Feed">
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itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Observability with Langfuse</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Observability with Langfuse</h1></header>
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<p>This tutorial covers how to integrate Goose with Langfuse to monitor your Goose requests and understand how the agent is performing.</p>
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<h2 class="anchor anchorWithStickyNavbar_LWe7" id="what-is-langfuse">What is Langfuse<a href="#what-is-langfuse" class="hash-link" aria-label="Direct link to What is Langfuse" title="Direct link to What is Langfuse"></a></h2>
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<p><a href="https://langfuse.com/" target="_blank" rel="noopener noreferrer">Langfuse</a> is an <a href="https://github.com/langfuse/langfuse" target="_blank" rel="noopener noreferrer">open-source</a> LLM engineering platform that enables teams to collaboratively monitor, evaluate, and debug their LLM applications.</p>
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<h2 class="anchor anchorWithStickyNavbar_LWe7" id="set-up-langfuse">Set up Langfuse<a href="#set-up-langfuse" class="hash-link" aria-label="Direct link to Set up Langfuse" title="Direct link to Set up Langfuse"></a></h2>
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<p>Sign up for Langfuse Cloud <a href="https://cloud.langfuse.com" target="_blank" rel="noopener noreferrer">here</a> or self-host Langfuse <a href="https://langfuse.com/self-hosting/local" target="_blank" rel="noopener noreferrer">Docker Compose</a> to get your Langfuse API keys.</p>
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<h2 class="anchor anchorWithStickyNavbar_LWe7" id="configure-goose-to-connect-to-langfuse">Configure Goose to Connect to Langfuse<a href="#configure-goose-to-connect-to-langfuse" class="hash-link" aria-label="Direct link to Configure Goose to Connect to Langfuse" title="Direct link to Configure Goose to Connect to Langfuse"></a></h2>
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<p>Set the environment variables so that Goose (written in Rust) can connect to the Langfuse server.</p>
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<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#393A34;background-color:#f6f8fa"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">export LANGFUSE_INIT_PROJECT_PUBLIC_KEY=pk-lf-...</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">export LANGFUSE_INIT_PROJECT_SECRET_KEY=sk-lf-...</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">export LANGFUSE_URL=https://cloud.langfuse.com # EU data region 🇪🇺</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># https://us.cloud.langfuse.com if you're using the US region 🇺🇸</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"># https://localhost:3000 if you're self-hosting</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
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<h2 class="anchor anchorWithStickyNavbar_LWe7" id="run-goose-with-langfuse-integration">Run Goose with Langfuse Integration<a href="#run-goose-with-langfuse-integration" class="hash-link" aria-label="Direct link to Run Goose with Langfuse Integration" title="Direct link to Run Goose with Langfuse Integration"></a></h2>
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<p>Now, you can run Goose and monitor your AI requests and actions through Langfuse.</p>
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<p>With Goose running and the environment variables set, Langfuse will start capturing traces of your Goose activities.</p>
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<p><em><a href="https://cloud.langfuse.com/project/cloramnkj0002jz088vzn1ja4/traces/cea4ed38-0c44-4b0a-8c20-4b0b6b9e8d73?timestamp=2025-01-31T15%3A52%3A30.362Z&observation=7c8e5807-3c29-4c28-9c6f-7d7427be401f" target="_blank" rel="noopener noreferrer">Example trace (public) in Langfuse</a></em></p>
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<p><img decoding="async" loading="lazy" src="https://langfuse.com//images/docs/goose-integration/goose-example-trace.png" alt="Goose trace in Langfuse" class="img_ev3q"></p></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/goose/docs/tutorials/isolated-development-environments"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Isolated Development Environments</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/goose/docs/tutorials/lead-worker"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Lead/Worker Multi-Model Setup</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#what-is-langfuse" class="table-of-contents__link toc-highlight">What is 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