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<!-- -->
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<p>You can export flows to transfer them between Langflow instances, share them with others, or create backups.</p>
|
||
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="export-a-flow">Export a flow<a href="#export-a-flow" class="hash-link" aria-label="Direct link to Export a flow" title="Direct link to Export a flow"></a></h2>
|
||
<p>There are three ways to export flows:</p>
|
||
<ul>
|
||
<li>
|
||
<p><strong>Export from projects</strong>: On the <a href="/concepts-flows#projects"><strong>Projects</strong> page</a>, find the flow you want to export, click <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-ellipsis" aria-hidden="true"><circle cx="12" cy="12" r="1"></circle><circle cx="19" cy="12" r="1"></circle><circle cx="5" cy="12" r="1"></circle></svg> <strong>More</strong>, and then select <strong>Export</strong>. To export all flows in a project, click <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-ellipsis" aria-hidden="true"><circle cx="12" cy="12" r="1"></circle><circle cx="19" cy="12" r="1"></circle><circle cx="5" cy="12" r="1"></circle></svg> <strong>Options</strong> on the <strong>Projects</strong> list, and then select <strong>Download</strong>.</p>
|
||
</li>
|
||
<li>
|
||
<p><strong>Export by sharing</strong>: When editing a flow, click <strong>Share</strong>, and then click <strong>Export</strong>.</p>
|
||
</li>
|
||
<li>
|
||
<p><strong>Export with the Langflow API</strong>: To export one flow, use the <a href="/api-flows#export-flows"><code>/flows/download</code></a> endpoint.
|
||
To export all flows in a project, use the <a href="/api-projects#export-a-project"><code>/projects/download</code></a> endpoint.</p>
|
||
</li>
|
||
</ul>
|
||
<p>Exported flows are downloaded to your local machine as JSON files named <code>FLOW_NAME.json</code>.
|
||
If you export an entire project, the JSON files are packaged in a zip archive.
|
||
For more information, see <a href="#langflow-json-file-contents">Langflow JSON file contents</a>.</p>
|
||
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="save-with-my-api-keys">Save with my API keys<a href="#save-with-my-api-keys" class="hash-link" aria-label="Direct link to Save with my API keys" title="Direct link to Save with my API keys"></a></h3>
|
||
<p>When exporting from the <strong>Projects</strong> page or <strong>Share</strong> menu, you can select <strong>Save with my API keys</strong> to export the flow <em>and</em> any defined API key variables.
|
||
Non-API key variables are included in the export regardless of the <strong>Save with my API keys</strong> setting.</p>
|
||
<div class="theme-admonition theme-admonition-warning admonition_xJq3 alert alert--warning"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>warning</div><div class="admonitionContent_BuS1"><p>If you enter the literal key into a component's <strong>API key</strong> field, then <strong>Save with my API keys</strong> exports the literal key value.</p><p>If your key is stored in a Langflow global variable, <strong>Save with my API keys</strong> exports only the variable name.</p></div></div>
|
||
<p>When you or another user import the flow to another Langflow instance, that instance must have Langflow global variables with the same names and valid values in order to run the flow successfully.
|
||
If any variables are missing or invalid, those variables must be created or edited after importing the flow.</p>
|
||
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="import-a-flow">Import a flow<a href="#import-a-flow" class="hash-link" aria-label="Direct link to Import a flow" title="Direct link to Import a flow"></a></h2>
|
||
<p>You can import Langflow JSON files from your local machine in the following ways:</p>
|
||
<ul>
|
||
<li><strong>Import to projects</strong>: On the <strong>Projects</strong> page, click <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-upload" aria-hidden="true"><path d="M21 15v4a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2v-4"></path><polyline points="17 8 12 3 7 8"></polyline><line x1="12" x2="12" y1="3" y2="15"></line></svg> <strong>Upload a flow</strong>, and then select the Langflow JSON file to import.</li>
|
||
<li><strong>Import anywhere</strong>: Drag and drop Langflow JSON files from your file explorer into your Langflow window to import a flow from any Langflow page.</li>
|
||
<li><strong>Import with the Langflow API</strong>: To import one Langflow JSON file, use the <a href="/api-flows#import-flows"><code>/flows/upload/</code></a> endpoint.
|
||
To import a zip archive of Langflow JSON files, use the <a href="/api-projects#import-a-project"><code>/projects/upload</code></a> endpoint.</li>
|
||
</ul>
|
||
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="run-an-imported-flow">Run an imported flow<a href="#run-an-imported-flow" class="hash-link" aria-label="Direct link to Run an imported flow" title="Direct link to Run an imported flow"></a></h3>
|
||
<p>Once imported, your flow is ready to use.
|
||
If the flow contains any global variables, make sure your Langflow instance has global variables with the same names and valid values.
|
||
For more information, see <a href="/concepts-flows-import#save-with-my-api-keys">Save with my API keys</a>.</p>
|
||
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="langflow-json-file-contents">Langflow JSON file contents<a href="#langflow-json-file-contents" class="hash-link" aria-label="Direct link to Langflow JSON file contents" title="Direct link to Langflow JSON file contents"></a></h2>
|
||
<p>An exported flow is downloaded to your local machine as a JSON file named <code>FLOW_NAME.json</code>.</p>
|
||
<p>Langflow JSON files contain <a href="#nodes">nodes</a> and <a href="#edges">edges</a> that describe components and connections, and <a href="#additional-metadata-and-project-information">additional metadata</a> that describe the flow.</p>
|
||
<p>For an example Langflow JSON file, examine the <a href="https://github.com/langflow-ai/langflow/blob/main/src/backend/base/langflow/initial_setup/starter_projects/Basic%20Prompting.json" target="_blank" rel="noopener noreferrer">Basic Prompting.json</a> file in the Langflow repository.</p>
|
||
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="nodes">Nodes<a href="#nodes" class="hash-link" aria-label="Direct link to Nodes" title="Direct link to Nodes"></a></h3>
|
||
<p>Nodes represent the components that make up the flow.
|
||
For example, this object represents a <strong>Chat Input</strong> 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">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span>{</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "data": {</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "description": "Get chat inputs from the Playground.",</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "display_name": "Chat Input",</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "id": "ChatInput-jFwUm",</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "node": {</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "base_classes": ["Message"],</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "description": "Get chat inputs from the Playground.",</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "display_name": "Chat Input",</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "icon": "MessagesSquare",</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "template": {</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "input_value": {</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "display_name": "Text",</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "info": "Message to be passed as input.",</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "value": "Hello"</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> },</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "sender": {</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "value": "User",</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "options": ["Machine", "User"]</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> },</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "sender_name": {</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "value": "User"</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> },</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "should_store_message": {</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "value": true</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> }</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> }</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> },</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "type": "ChatInput"</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> },</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "position": {</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "x": 689.5720422421635,</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> "y": 765.155834131403</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span> }</span></div></div><div><span class="ch-code-line-number">_<!-- -->35</span><div style="display:inline-block;margin-left:16px"><span>}</span></div></div><br></code></div></div>
|
||
<p>Each node has a unique identifier in the format of <code>NODE_NAME-UUID</code>, such as <code>ChatInput-jFwUm</code>.</p>
|
||
<p>Entrypoint nodes, such as the <code>ChatInput</code> node, are the first node executed when running a flow.</p>
|
||
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="edges">Edges<a href="#edges" class="hash-link" aria-label="Direct link to Edges" title="Direct link to Edges"></a></h3>
|
||
<p>Edges represent the connections between nodes.</p>
|
||
<p>The connection between the <code>ChatInput</code> node and the <code>OpenAIModel</code> node is represented as an edge:</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>{</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "className": "",</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "data": {</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "sourceHandle": {</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "dataType": "ChatInput",</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "id": "ChatInput-jFwUm",</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "name": "message",</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "output_types": ["Message"]</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> "targetHandle": {</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "fieldName": "input_value",</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "id": "OpenAIModel-OcXkl",</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "inputTypes": ["Message"],</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "type": "str"</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> "id": "reactflow__edge-ChatInput-jFwUm{œdataTypeœ:œChatInputœ,œidœ:œChatInput-jFwUmœ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}-OpenAIModel-OcXkl{œfieldNameœ:œinput_valueœ,œidœ:œOpenAIModel-OcXklœ,œinputTypesœ:[œMessageœ],œtypeœ:œstrœ}",</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "source": "ChatInput-jFwUm",</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "sourceHandle": "{œdataTypeœ: œChatInputœ, œidœ: œChatInput-jFwUmœ, œnameœ: œmessageœ, œoutput_typesœ: [œMessageœ]}",</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "target": "OpenAIModel-OcXkl",</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span> "targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œOpenAIModel-OcXklœ, œinputTypesœ: [œMessageœ], œtypeœ: œstrœ}"</span></div></div><div><span class="ch-code-line-number">_<!-- -->22</span><div style="display:inline-block;margin-left:16px"><span>}</span></div></div><br></code></div></div>
|
||
<p>This edge shows that the <code>ChatInput</code> component outputs a <code>Message</code> type to the <code>target</code> node, which is the <code>OpenAIModel</code> node.
|
||
The <code>OpenAIModel</code> component accepts the <code>Message</code> type at the <code>input_value</code> field.</p>
|
||
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="additional-metadata-and-project-information">Additional metadata and project information<a href="#additional-metadata-and-project-information" class="hash-link" aria-label="Direct link to Additional metadata and project information" title="Direct link to Additional metadata and project information"></a></h3>
|
||
<p>Additional information about the flow is stored in the root <code>data</code> object.</p>
|
||
<ul>
|
||
<li>
|
||
<p>Metadata and project information including the name, description, and <code>last_tested_version</code> of the 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">_<!-- -->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> "name": "Basic Prompting",</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> "description": "Perform basic prompting with an OpenAI model.",</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> "tags": ["chatbots"],</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> "id": "1511c230-d446-43a7-bfc3-539e69ce05b8",</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> "last_tested_version": "1.0.19.post2",</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> "gradient": "2",</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> "icon": "Braces"</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>
|
||
</li>
|
||
<li>
|
||
<p>Visual information about the flow defining the initial position of the flow in the workspace:</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>"viewport": {</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> "x": -37.61270157375441,</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> "y": -155.91266341888854,</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> "zoom": 0.7575251406952855</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>
|
||
</li>
|
||
<li>
|
||
<p>Notes are comments that help you understand the flow within the workspace.
|
||
They may contain links, code snippets, and other information.
|
||
Notes are written in Markdown and stored as <code>node</code> objects.</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>{</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> "id": "undefined-kVLkG",</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> "node": {</span></div></div><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span> "description": "## 📖 README\nPerform basic prompting with an OpenAI model.\n\n#### Quick Start\n- Add your **OpenAI API key** to the **OpenAI Model**\n- Open the **Playground** to chat with your bot.\n..."</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>}</span></div></div><br></code></div></div>
|
||
</li>
|
||
</ul>
|
||
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="see-also">See also<a href="#see-also" class="hash-link" aria-label="Direct link to See also" title="Direct link to See also"></a></h2>
|
||
<ul>
|
||
<li><a href="/concepts-flows">Build flows</a></li>
|
||
<li><a href="/concepts-publish">Share and embed flows</a></li>
|
||
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