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</li></ul></nav></div></div></aside><main class="docMainContainer_TBSr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">API reference</span></li><li class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link">Get started with the Langflow API</span></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>Get started with the Langflow API</h1></header><style>[data-ch-theme="github-dark"] { --ch-t-colorScheme: dark;--ch-t-foreground: #c9d1d9;--ch-t-background: #0d1117;--ch-t-lighter-inlineBackground: #0d1117e6;--ch-t-editor-background: #0d1117;--ch-t-editor-foreground: #c9d1d9;--ch-t-editor-lineHighlightBackground: #6e76811a;--ch-t-editor-rangeHighlightBackground: #ffffff0b;--ch-t-editor-infoForeground: #3794FF;--ch-t-editor-selectionBackground: #264F78;--ch-t-focusBorder: #1f6feb;--ch-t-tab-activeBackground: #0d1117;--ch-t-tab-activeForeground: #c9d1d9;--ch-t-tab-inactiveBackground: #010409;--ch-t-tab-inactiveForeground: #8b949e;--ch-t-tab-border: #30363d;--ch-t-tab-activeBorder: #0d1117;--ch-t-editorGroup-border: #30363d;--ch-t-editorGroupHeader-tabsBackground: #010409;--ch-t-editorLineNumber-foreground: #6e7681;--ch-t-input-background: #0d1117;--ch-t-input-foreground: #c9d1d9;--ch-t-input-border: #30363d;--ch-t-icon-foreground: #8b949e;--ch-t-sideBar-background: #010409;--ch-t-sideBar-foreground: #c9d1d9;--ch-t-sideBar-border: #30363d;--ch-t-list-activeSelectionBackground: #6e768166;--ch-t-list-activeSelectionForeground: #c9d1d9;--ch-t-list-hoverBackground: #6e76811a;--ch-t-list-hoverForeground: #c9d1d9; }</style>
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<p>You can use the Langflow API for programmatic interactions with Langflow, such as the following:</p>
<ul>
<li>Create and edit flows, including file management for flows.</li>
<li>Develop applications that use your flows.</li>
<li>Develop custom components.</li>
<li>Build Langflow as a dependency of a larger project.</li>
<li>Contribute to the overall Langflow project.</li>
</ul>
<p>To view and test all available endpoints, you can access the Langflow API&#x27;s OpenAPI specification at your Langflow deployment&#x27;s <code>/docs</code> endpoint, such as <code>http://localhost:7860/docs</code>.</p>
<div class="theme-admonition theme-admonition-tip admonition_xJq3 alert alert--success"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>Try it</div><div class="admonitionContent_BuS1"><p>For an example of the Langflow API in a script, see the <a href="/get-started-quickstart">Langflow quickstart</a>.</p><p>The quickstart demonstrates how to get automatically generated code snippets for your flows, use a script to run a flow, and extract data from the Langfow API response.</p></div></div>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="form-langflow-api-requests">Form Langflow API requests<a href="#form-langflow-api-requests" class="hash-link" aria-label="Direct link to Form Langflow API requests" title="Direct link to Form Langflow API requests"></a></h2>
<p>While individual options vary by endpoint, all Langflow API requests share some commonalities, like a URL, method, parameters, and authentication.</p>
<p>As an example of a Langflow API request, the following curl command calls the <code>/v1/run</code> endpoint, and it passes a runtime override (<code>tweaks</code>) to the flow&#x27;s Chat Output component:</p>
<div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span>curl --request POST \</span></div></div><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span> --url &quot;$LANGFLOW_SERVER_URL/api/v1/run/$FLOW_ID?stream=false&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span> --header &quot;Content-Type: application/json&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span> --header &quot;x-api-key: $LANGFLOW_API_KEY&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span> --data &#x27;{</span></div></div><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span> &quot;input_value&quot;: &quot;hello world!&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span> &quot;output_type&quot;: &quot;chat&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span> &quot;input_type&quot;: &quot;chat&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span> &quot;tweaks&quot;: {</span></div></div><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span> &quot;ChatOutput-6zcZt&quot;: {</span></div></div><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span> &quot;should_store_message&quot;: true</span></div></div><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span> }</span></div></div><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span> }</span></div></div><div><span class="ch-code-line-number">_<!-- -->14</span><div style="display:inline-block;margin-left:16px"><span>}&#x27;</span></div></div><br></code></div></div>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="base-url">Base URL<a href="#base-url" class="hash-link" aria-label="Direct link to Base URL" title="Direct link to Base URL"></a></h3>
<p>By default, local deployments serve the Langflow API at <code>http://localhost:7860/api</code>.</p>
<p>Remotely hosted Langflow deployments are available at the domain set by the hosting service, such as <code>http://IP_OR_DNS/api</code> or <code>http://IP_OR_DNS:LANGFLOW_PORT/api</code>.</p>
<p>You can configure the Langflow port number in the <code>LANGFLOW_PORT</code> <a href="/environment-variables">environment variable</a>.</p>
<ul>
<li><code>https://UUID.ngrok.app/api</code></li>
<li><code>http://IP_OR_DNS/api</code></li>
<li><code>http://IP_OR_DNS:LANGFLOW_PORT/api</code></li>
</ul>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="authentication">Authentication<a href="#authentication" class="hash-link" aria-label="Direct link to Authentication" title="Direct link to Authentication"></a></h3>
<p>In Langflow versions 1.5 and later, most API endpoints require authentication with a Langflow API key in either an <code>x-api-key</code> header or query parameter.
For more information, see <a href="/api-keys-and-authentication">API keys and authentication</a>.</p>
<p>As with any API, follow industry best practices for storing and referencing sensitive credentials.
For example, you can <a href="#set-environment-variables">set environment variables</a> for your API keys, and then reference those environment variables in your API requests.</p>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="methods-paths-and-parameters">Methods, paths, and parameters<a href="#methods-paths-and-parameters" class="hash-link" aria-label="Direct link to Methods, paths, and parameters" title="Direct link to Methods, paths, and parameters"></a></h3>
<p>Langflow API requests use various methods, paths, path parameters, query parameters, and body parameters.
The specific requirements and options depend on the endpoint that you want to call.</p>
<p>For example, to create a flow, you pass a JSON-formatted flow definition to <code>POST /v1/flows</code>.
Then, to run your flow, you call <code>POST /v1/run/$FLOW_ID</code> with optional run parameters in the request body.</p>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="api-versions">API versions<a href="#api-versions" class="hash-link" aria-label="Direct link to API versions" title="Direct link to API versions"></a></h3>
<p>The Langflow API serves <code>/v1</code> and <code>/v2</code> endpoints.</p>
<p>Some endpoints only exist under a single version and some exist under both the <code>/v1</code> and <code>/v2</code> versions.</p>
<p>If a request fails or has an unexpected result, make sure your endpoint path has the correct version.</p>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="set-environment-variables">Set environment variables<a href="#set-environment-variables" class="hash-link" aria-label="Direct link to Set environment variables" title="Direct link to Set environment variables"></a></h2>
<p>You can store commonly used values in environment variables to facilitate reuse, simplify token rotation, and securely reference sensitive values.</p>
<p>You can use any method you prefer to set environment variables, such as <code>export</code>, <code>.env</code>, <code>zshrc</code>, or <code>.curlrc</code>.
Then, reference those environment variables in your API requests.
For example:</p>
<div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span># Set environment variables</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span>export LANGFLOW_API_KEY=&quot;sk...&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span>export LANGFLOW_SERVER_URL=&quot;https://localhost:7860&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span>export FLOW_ID=&quot;359cd752-07ea-46f2-9d3b-a4407ef618da&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span>export PROJECT_ID=&quot;1415de42-8f01-4f36-bf34-539f23e47466&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span>export LANGFLOW_API_KEY=&quot;sk-...&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span></span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span># Use environment variables in API requests</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span>curl --request POST \</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> --url &quot;$LANGFLOW_SERVER_URL/api/v1/run/$FLOW_ID$?stream=false&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> --header &quot;Content-Type: application/json&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> --header &quot;x-api-key: $LANGFLOW_API_KEY&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> --data &#x27;{</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> &quot;input_value&quot;: &quot;hello world!&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> &quot;output_type&quot;: &quot;chat&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> &quot;input_type&quot;: &quot;chat&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> &quot;tweaks&quot;: {</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> &quot;ChatOutput-6zcZt&quot;: {</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> &quot;should_store_message&quot;: true</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> }</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> }</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span>}&#x27;</span></div></div><br></code></div></div>
<p>Commonly used values in Langflow API requests include your <a href="#base-url">Langflow server URL</a>, <a href="#authentication">Langflow API keys</a>, flow IDs, and <a href="/api-projects#read-projects">project IDs</a>.</p>
<p>You can retrieve flow IDs from the <a href="/concepts-publish#api-access"><strong>API access</strong> pane</a>, in a flow&#x27;s URL, and with <a href="/api-flows#read-flows"><code>GET /flows</code></a>.</p>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="try-some-langflow-api-requests">Try some Langflow API requests<a href="#try-some-langflow-api-requests" class="hash-link" aria-label="Direct link to Try some Langflow API requests" title="Direct link to Try some Langflow API requests"></a></h2>
<p>Once you have your Langflow server URL, try calling these endpoints that return Langflow metadata.</p>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="get-version">Get version<a href="#get-version" class="hash-link" aria-label="Direct link to Get version" title="Direct link to Get version"></a></h3>
<p>Returns the current Langflow API version:</p>
<div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span>curl -X GET \</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;$LANGFLOW_SERVER_URL/api/v1/version&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> -H &quot;accept: application/json&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> -H &quot;x-api-key: $LANGFLOW_API_KEY&quot;</span></div></div><br></code></div></div>
<details class="details_lb9f alert alert--info details_b_Ee" data-collapsed="true"><summary>Result</summary><div><div class="collapsibleContent_i85q"><div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span>{</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;version&quot;: &quot;1.1.1&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;main_version&quot;: &quot;1.1.1&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;package&quot;: &quot;Langflow&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span>}</span></div></div><br></code></div></div></div></div></details>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="get-configuration">Get configuration<a href="#get-configuration" class="hash-link" aria-label="Direct link to Get configuration" title="Direct link to Get configuration"></a></h3>
<p>Returns configuration details for your Langflow deployment:</p>
<div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span>curl -X GET \</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;$LANGFLOW_SERVER_URL/api/v1/config&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> -H &quot;accept: application/json&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> -H &quot;x-api-key: $LANGFLOW_API_KEY&quot;</span></div></div><br></code></div></div>
<details class="details_lb9f alert alert--info details_b_Ee" data-collapsed="true"><summary>Result</summary><div><div class="collapsibleContent_i85q"><div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span>{</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;feature_flags&quot;: {</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;mvp_components&quot;: false</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> },</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;frontend_timeout&quot;: 0,</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;auto_saving&quot;: true,</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;auto_saving_interval&quot;: 1000,</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;health_check_max_retries&quot;: 5,</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;max_file_size_upload&quot;: 100</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span>}</span></div></div><br></code></div></div></div></div></details>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="get-all-components">Get all components<a href="#get-all-components" class="hash-link" aria-label="Direct link to Get all components" title="Direct link to Get all components"></a></h3>
<p>Returns a dictionary of all Langflow components:</p>
<div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span>curl -X GET \</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;$LANGFLOW_SERVER_URL/api/v1/all&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> -H &quot;accept: application/json&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> -H &quot;x-api-key: $LANGFLOW_API_KEY&quot;</span></div></div><br></code></div></div>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="next-steps">Next steps<a href="#next-steps" class="hash-link" aria-label="Direct link to Next steps" title="Direct link to Next steps"></a></h2>
<ul>
<li>Use the Langflow API to <a href="/api-flows-run">run a flow</a>.</li>
<li>Use the Langflow API to <a href="/api-files">upload files</a>.</li>
<li>Use the Langflow API to <a href="/api-logs">get flow logs</a>.</li>
<li>Explore all endpoints in the <a href="/api">Langflow API specification</a>.</li>
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