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<p>Use the <code>/run</code> and <code>/webhook</code> endpoints to run flows.</p>
<p>To create, read, update, and delete flows, see <a href="/api-flows">Flow management endpoints</a>.</p>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="run-flow">Run flow<a href="#run-flow" class="hash-link" aria-label="Direct link to Run flow" title="Direct link to Run flow"></a></h2>
<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>tip</div><div class="admonitionContent_BuS1"><p>Langflow automatically generates Python, JavaScript, and curl code snippets for the <code>/v1/run/$FLOW_ID</code> endpoint for all flows.
For more information, see <a href="/concepts-publish#generate-api-code-snippets">Generate API code snippets</a>.</p></div></div>
<p>Execute a specified flow by ID or name.
Flow IDs can be found on the code snippets on the <a href="/concepts-publish#api-access"><strong>API access</strong> pane</a> or in a flow&#x27;s URL.</p>
<p>The following example runs the <strong>Basic Prompting</strong> template flow with flow parameters passed in the request body.
This flow requires a chat input string (<code>input_value</code>), and uses default values for all other parameters.</p>
<div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->12</span><div style="display:inline-block;margin-left:16px"><span>curl -X POST \</span></div></div><div><span class="ch-code-line-number">_<!-- -->12</span><div style="display:inline-block;margin-left:16px"><span> &quot;$LANGFLOW_SERVER_URL/api/v1/run/$FLOW_ID&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->12</span><div style="display:inline-block;margin-left:16px"><span> -H &quot;Content-Type: application/json&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->12</span><div style="display:inline-block;margin-left:16px"><span> -H &quot;x-api-key: $LANGFLOW_API_KEY&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->12</span><div style="display:inline-block;margin-left:16px"><span> -d &#x27;{</span></div></div><div><span class="ch-code-line-number">_<!-- -->12</span><div style="display:inline-block;margin-left:16px"><span> &quot;input_value&quot;: &quot;Tell me about something interesting!&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->12</span><div style="display:inline-block;margin-left:16px"><span> &quot;session_id&quot;: &quot;chat-123&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->12</span><div style="display:inline-block;margin-left:16px"><span> &quot;input_type&quot;: &quot;chat&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->12</span><div style="display:inline-block;margin-left:16px"><span> &quot;output_type&quot;: &quot;chat&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->12</span><div style="display:inline-block;margin-left:16px"><span> &quot;output_component&quot;: &quot;&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->12</span><div style="display:inline-block;margin-left:16px"><span> &quot;tweaks&quot;: null</span></div></div><div><span class="ch-code-line-number">_<!-- -->12</span><div style="display:inline-block;margin-left:16px"><span> }&#x27;</span></div></div><br></code></div></div>
<p>The response from <code>/v1/run/$FLOW_ID</code> includes metadata, inputs, and outputs for the run.</p>
<details class="details_lb9f alert alert--info details_b_Ee" data-collapsed="true"><summary>Result</summary><div><div class="collapsibleContent_i85q"><p>The following example illustrates a response from a Basic Prompting flow:</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">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span>{</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;session_id&quot;: &quot;chat-123&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;outputs&quot;: [{</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;inputs&quot;: {</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;input_value&quot;: &quot;Tell me about something interesting!&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> },</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;outputs&quot;: [{</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;results&quot;: {</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;message&quot;: {</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;text&quot;: &quot;Sure! Have you ever heard of the phenomenon known as \&quot;bioluminescence\&quot;? It&#x27;s a fascinating natural occurrence where living organisms produce and emit light. This ability is found in various species, including certain types of jellyfish, fireflies, and deep-sea creatures like anglerfish.\n\nBioluminescence occurs through a chemical reaction in which a light-emitting molecule called luciferin reacts with oxygen, catalyzed by an enzyme called luciferase. The result is a beautiful glow that can serve various purposes, such as attracting mates, deterring predators, or luring prey.\n\nOne of the most stunning displays of bioluminescence can be seen in the ocean, where certain plankton emit light when disturbed, creating a mesmerizing blue glow in the water. This phenomenon is often referred to as \&quot;sea sparkle\&quot; and can be seen in coastal areas around the world.\n\nBioluminescence not only captivates our imagination but also has practical applications in science and medicine, including the development of biosensors and imaging techniques. It&#x27;s a remarkable example of nature&#x27;s creativity and complexity!&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;sender&quot;: &quot;Machine&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;sender_name&quot;: &quot;AI&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;session_id&quot;: &quot;chat-123&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;timestamp&quot;: &quot;2025-03-03T17:17:37+00:00&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;flow_id&quot;: &quot;d2bbd92b-187e-4c84-b2d4-5df365704201&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;properties&quot;: {</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;source&quot;: {</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;id&quot;: &quot;OpenAIModel-d1wOZ&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;display_name&quot;: &quot;OpenAI&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;source&quot;: &quot;gpt-4o-mini&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> },</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;icon&quot;: &quot;OpenAI&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> },</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> &quot;component_id&quot;: &quot;ChatOutput-ylMzN&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> }</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> }</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> }]</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span> }]</span></div></div><div><span class="ch-code-line-number">_<!-- -->29</span><div style="display:inline-block;margin-left:16px"><span>}</span></div></div><br></code></div></div></div></div></details>
<p>If you are parsing the response in an application, you most likely need to extract the relevant content from the response, rather than pass the entire response back to the user.
For an example of a script that extracts data from a Langflow API response, see the <a href="/get-started-quickstart">Quickstart</a>.</p>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="stream-llm-token-responses">Stream LLM token responses<a href="#stream-llm-token-responses" class="hash-link" aria-label="Direct link to Stream LLM token responses" title="Direct link to Stream LLM token responses"></a></h3>
<p>With <code>/v1/run/$FLOW_ID</code>, the flow is executed as a batch with optional LLM token response streaming.</p>
<p>To stream LLM token responses, append the <code>?stream=true</code> query parameter to the request:</p>
<div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span>curl -X POST \</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;$LANGFLOW_SERVER_URL/api/v1/run/$FLOW_ID?stream=true&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;Content-Type: 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><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> -d &#x27;{</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;message&quot;: &quot;Tell me something interesting!&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;session_id&quot;: &quot;chat-123&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> }&#x27;</span></div></div><br></code></div></div>
<p>LLM chat responses are streamed back as <code>token</code> events, culminating in a final <code>end</code> event that closes the connection.</p>
<details class="details_lb9f alert alert--info details_b_Ee" data-collapsed="true"><summary>Result</summary><div><div class="collapsibleContent_i85q"><p>The following example is truncated to illustrate a series of <code>token</code> events as well as the final <code>end</code> event that closes the LLM&#x27;s token streaming response:</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">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span>{&quot;event&quot;: &quot;add_message&quot;, &quot;data&quot;: {&quot;timestamp&quot;: &quot;2025-03-03T17:20:18&quot;, &quot;sender&quot;: &quot;User&quot;, &quot;sender_name&quot;: &quot;User&quot;, &quot;session_id&quot;: &quot;chat-123&quot;, &quot;text&quot;: &quot;Tell me about something interesting!&quot;, &quot;files&quot;: [], &quot;error&quot;: false, &quot;edit&quot;: false, &quot;properties&quot;: {&quot;text_color&quot;: &quot;&quot;, &quot;background_color&quot;: &quot;&quot;, &quot;edited&quot;: false, &quot;source&quot;: {&quot;id&quot;: null, &quot;display_name&quot;: null, &quot;source&quot;: null}, &quot;icon&quot;: &quot;&quot;, &quot;allow_markdown&quot;: false, &quot;positive_feedback&quot;: null, &quot;state&quot;: &quot;complete&quot;, &quot;targets&quot;: []}, &quot;category&quot;: &quot;message&quot;, &quot;content_blocks&quot;: [], &quot;id&quot;: &quot;0103a21b-ebf7-4c02-9d72-017fb297f812&quot;, &quot;flow_id&quot;: &quot;d2bbd92b-187e-4c84-b2d4-5df365704201&quot;}}</span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span></span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span>{&quot;event&quot;: &quot;add_message&quot;, &quot;data&quot;: {&quot;timestamp&quot;: &quot;2025-03-03T17:20:18&quot;, &quot;sender&quot;: &quot;Machine&quot;, &quot;sender_name&quot;: &quot;AI&quot;, &quot;session_id&quot;: &quot;chat-123&quot;, &quot;text&quot;: &quot;&quot;, &quot;files&quot;: [], &quot;error&quot;: false, &quot;edit&quot;: false, &quot;properties&quot;: {&quot;text_color&quot;: &quot;&quot;, &quot;background_color&quot;: &quot;&quot;, &quot;edited&quot;: false, &quot;source&quot;: {&quot;id&quot;: &quot;OpenAIModel-d1wOZ&quot;, &quot;display_name&quot;: &quot;OpenAI&quot;, &quot;source&quot;: &quot;gpt-4o-mini&quot;}, &quot;icon&quot;: &quot;OpenAI&quot;, &quot;allow_markdown&quot;: false, &quot;positive_feedback&quot;: null, &quot;state&quot;: &quot;complete&quot;, &quot;targets&quot;: []}, &quot;category&quot;: &quot;message&quot;, &quot;content_blocks&quot;: [], &quot;id&quot;: &quot;27b66789-e673-4c65-9e81-021752925161&quot;, &quot;flow_id&quot;: &quot;d2bbd92b-187e-4c84-b2d4-5df365704201&quot;}}</span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span></span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span>{&quot;event&quot;: &quot;token&quot;, &quot;data&quot;: {&quot;chunk&quot;: &quot; Have&quot;, &quot;id&quot;: &quot;27b66789-e673-4c65-9e81-021752925161&quot;, &quot;timestamp&quot;: &quot;2025-03-03 17:20:18 UTC&quot;}}</span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span></span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span>{&quot;event&quot;: &quot;token&quot;, &quot;data&quot;: {&quot;chunk&quot;: &quot; you&quot;, &quot;id&quot;: &quot;27b66789-e673-4c65-9e81-021752925161&quot;, &quot;timestamp&quot;: &quot;2025-03-03 17:20:18 UTC&quot;}}</span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span></span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span>{&quot;event&quot;: &quot;token&quot;, &quot;data&quot;: {&quot;chunk&quot;: &quot; ever&quot;, &quot;id&quot;: &quot;27b66789-e673-4c65-9e81-021752925161&quot;, &quot;timestamp&quot;: &quot;2025-03-03 17:20:18 UTC&quot;}}</span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span></span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span>{&quot;event&quot;: &quot;token&quot;, &quot;data&quot;: {&quot;chunk&quot;: &quot; heard&quot;, &quot;id&quot;: &quot;27b66789-e673-4c65-9e81-021752925161&quot;, &quot;timestamp&quot;: &quot;2025-03-03 17:20:18 UTC&quot;}}</span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span></span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span>{&quot;event&quot;: &quot;token&quot;, &quot;data&quot;: {&quot;chunk&quot;: &quot; of&quot;, &quot;id&quot;: &quot;27b66789-e673-4c65-9e81-021752925161&quot;, &quot;timestamp&quot;: &quot;2025-03-03 17:20:18 UTC&quot;}}</span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span></span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span>{&quot;event&quot;: &quot;token&quot;, &quot;data&quot;: {&quot;chunk&quot;: &quot; the&quot;, &quot;id&quot;: &quot;27b66789-e673-4c65-9e81-021752925161&quot;, &quot;timestamp&quot;: &quot;2025-03-03 17:20:18 UTC&quot;}}</span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span></span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span>{&quot;event&quot;: &quot;token&quot;, &quot;data&quot;: {&quot;chunk&quot;: &quot; phenomenon&quot;, &quot;id&quot;: &quot;27b66789-e673-4c65-9e81-021752925161&quot;, &quot;timestamp&quot;: &quot;2025-03-03 17:20:18 UTC&quot;}}</span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span></span></div></div><div><span class="ch-code-line-number">_<!-- -->19</span><div style="display:inline-block;margin-left:16px"><span>{&quot;event&quot;: &quot;end&quot;, &quot;data&quot;: {&quot;result&quot;: {&quot;session_id&quot;: &quot;chat-123&quot;, &quot;message&quot;: &quot;Sure! Have you ever heard of the phenomenon known as \&quot;bioluminescence\&quot;?...&quot;}}}</span></div></div><br></code></div></div></div></div></details>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="run-endpoint-headers">Run endpoint headers<a href="#run-endpoint-headers" class="hash-link" aria-label="Direct link to Run endpoint headers" title="Direct link to Run endpoint headers"></a></h3>
<table><thead><tr><th>Header</th><th>Info</th><th>Example</th></tr></thead><tbody><tr><td>Content-Type</td><td>Required. Specifies the JSON format.</td><td>&quot;application/json&quot;</td></tr><tr><td>accept</td><td>Optional. Specifies the response format.</td><td>&quot;application/json&quot;</td></tr><tr><td>x-api-key</td><td>Optional. Required only if authentication is enabled.</td><td>&quot;sk-...&quot;</td></tr></tbody></table>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="run-endpoint-parameters">Run endpoint parameters<a href="#run-endpoint-parameters" class="hash-link" aria-label="Direct link to Run endpoint parameters" title="Direct link to Run endpoint parameters"></a></h3>
<table><thead><tr><th>Parameter</th><th>Type</th><th>Info</th></tr></thead><tbody><tr><td>flow_id</td><td>UUID/string</td><td>Required. Part of URL: <code>/run/$FLOW_ID</code></td></tr><tr><td>stream</td><td>Boolean</td><td>Optional. Query parameter: <code>/run/$FLOW_ID?stream=true</code></td></tr><tr><td>input_value</td><td>string</td><td>Optional. JSON body field. Main input text/prompt. Default: <code>null</code></td></tr><tr><td>input_type</td><td>string</td><td>Optional. JSON body field. Input type (&quot;chat&quot; or &quot;text&quot;). Default: <code>&quot;chat&quot;</code></td></tr><tr><td>output_type</td><td>string</td><td>Optional. JSON body field. Output type (&quot;chat&quot;, &quot;any&quot;, &quot;debug&quot;). Default: <code>&quot;chat&quot;</code></td></tr><tr><td>output_component</td><td>string</td><td>Optional. JSON body field. Target component for output. Default: <code>&quot;&quot;</code></td></tr><tr><td>tweaks</td><td>object</td><td>Optional. JSON body field. Component adjustments. Default: <code>null</code></td></tr><tr><td>session_id</td><td>string</td><td>Optional. JSON body field. Conversation context ID. See <a href="/session-id">Session ID</a>. Default: <code>null</code></td></tr></tbody></table>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="request-example-with-all-headers-and-parameters">Request example with all headers and parameters<a href="#request-example-with-all-headers-and-parameters" class="hash-link" aria-label="Direct link to Request example with all headers and parameters" title="Direct link to Request example with all headers and parameters"></a></h3>
<div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span>curl -X POST \</span></div></div><div><span class="ch-code-line-number">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span> &quot;$LANGFLOW_SERVER_URL/api/v1/run/$FLOW_ID?stream=true&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span> -H &quot;Content-Type: application/json&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->17</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">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span> -H &quot;x-api-key: $LANGFLOW_API_KEY&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span> -d &#x27;{</span></div></div><div><span class="ch-code-line-number">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span> &quot;input_value&quot;: &quot;Tell me a story&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->17</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">_<!-- -->17</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">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span> &quot;output_component&quot;: &quot;chat_output&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span> &quot;session_id&quot;: &quot;chat-123&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span> &quot;tweaks&quot;: {</span></div></div><div><span class="ch-code-line-number">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span> &quot;component_id&quot;: {</span></div></div><div><span class="ch-code-line-number">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span> &quot;parameter_name&quot;: &quot;value&quot;</span></div></div><div><span class="ch-code-line-number">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span> }</span></div></div><div><span class="ch-code-line-number">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span> }</span></div></div><div><span class="ch-code-line-number">_<!-- -->17</span><div style="display:inline-block;margin-left:16px"><span> }&#x27;</span></div></div><br></code></div></div>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="webhook-run-flow">Webhook run flow<a href="#webhook-run-flow" class="hash-link" aria-label="Direct link to Webhook run flow" title="Direct link to Webhook run flow"></a></h2>
<p>Use the <code>/webhook</code> endpoint to start a flow by sending an HTTP <code>POST</code> request.</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>tip</div><div class="admonitionContent_BuS1"><p>After you add a <a href="/components-data#webhook"><strong>Webhook</strong> component</a> to a flow, open the <a href="/concepts-publish"><strong>API access</strong> pane</a>, and then click the <strong>Webhook curl</strong> tab to get an automatically generated <code>POST /webhook</code> request for your flow.
For more information, see <a href="/webhook">Trigger flows with webhooks</a>.</p></div></div>
<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 POST \</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/webhook/$FLOW_ID&quot; \</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> -H &quot;Content-Type: 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><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> -d &#x27;{&quot;data&quot;: &quot;example-data&quot;}&#x27;</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;message&quot;: &quot;Task started in the background&quot;,</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> &quot;status&quot;: &quot;in progress&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>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="deprecated-flow-trigger-endpoints">Deprecated flow trigger endpoints<a href="#deprecated-flow-trigger-endpoints" class="hash-link" aria-label="Direct link to Deprecated flow trigger endpoints" title="Direct link to Deprecated flow trigger endpoints"></a></h2>
<p>The following endpoints are deprecated and replaced by the <code>/run</code> endpoint:</p>
<ul>
<li><code>/process</code></li>
<li><code>/predict</code></li>
</ul></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/typescript-client"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Use the TypeScript client</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/api-flows"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Flow management endpoints</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="#run-flow" class="table-of-contents__link toc-highlight">Run flow</a><ul><li><a href="#stream-llm-token-responses" class="table-of-contents__link toc-highlight">Stream LLM token responses</a></li><li><a href="#run-endpoint-headers" class="table-of-contents__link toc-highlight">Run endpoint headers</a></li><li><a href="#run-endpoint-parameters" class="table-of-contents__link toc-highlight">Run endpoint parameters</a></li><li><a href="#request-example-with-all-headers-and-parameters" class="table-of-contents__link toc-highlight">Request example with all headers and parameters</a></li></ul></li><li><a href="#webhook-run-flow" class="table-of-contents__link toc-highlight">Webhook run flow</a></li><li><a href="#deprecated-flow-trigger-endpoints" class="table-of-contents__link toc-highlight">Deprecated flow trigger endpoints</a></li></ul></div></div></div></div></main></div></div></div><footer class="theme-layout-footer footer"><div class="container container-fluid"><div class="row footer__links"><div class="theme-layout-footer-column col footer__col"><div class="footer__title"></div><ul class="footer__items clean-list"><li class="footer__item"><div class="footer-links">
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