
lucataco/seed-x-ppo - Text Generator
Description
Categories
π€ AI & Machine Learning
Nodes Used
n8n-nodes-base.ifn8n-nodes-base.ifn8n-nodes-base.setn8n-nodes-base.setn8n-nodes-base.setn8n-nodes-base.setn8n-nodes-base.setn8n-nodes-base.coden8n-nodes-base.waitn8n-nodes-base.wait
PriceGratis
Views0
Last Updated11/28/2025
workflow.json
{
"meta": {
"instanceId": "a38dfb65-55e6-4c62-96c6-31dafadea876",
"model_name": "seed-x-ppo",
"model_type": "text",
"version_id": "bd6fdc731bd97a7dc3ea84285479567a3d40165d851bc7251122defd30372e8c",
"model_owner": "lucataco",
"generated_at": "2025-08-01T14:50:46.506214"
},
"name": "lucataco/seed-x-ppo - Text Generator",
"nodes": [
{
"id": "3edcd5c8-cdf7-4a59-b10c-3493d08c21dc",
"name": "Manual Trigger",
"type": "n8n-nodes-base.manualTrigger",
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{
"id": "c6fae791-80e4-4e79-8b92-c625d2d8a897",
"name": "Set API Token",
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"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "api_token",
"name": "api_token",
"type": "string",
"value": "YOUR_REPLICATE_API_TOKEN"
}
]
}
},
"typeVersion": 3.3
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{
"id": "563933a5-e663-49ca-9b69-6ffb672ea34f",
"name": "Set Text Parameters",
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"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "api_token",
"name": "api_token",
"type": "string",
"value": "={{ $('Set API Token').item.json.api_token }}"
},
{
"id": "text",
"name": "text",
"type": "string",
"value": ""
},
{
"id": "num_beams",
"name": "num_beams",
"type": "number",
"value": 4
},
{
"id": "max_length",
"name": "max_length",
"type": "number",
"value": 512
},
{
"id": "source_language",
"name": "source_language",
"type": "string",
"value": "auto"
},
{
"id": "target_language",
"name": "target_language",
"type": "string",
"value": ""
}
]
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{
"id": "a1d88051-70bc-40fe-8e05-2aec5d4d1ebb",
"name": "Create Text Prediction",
"type": "n8n-nodes-base.httpRequest",
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"parameters": {
"url": "https://api.replicate.com/v1/predictions",
"method": "POST",
"options": {
"response": {
"response": {
"neverError": true,
"responseFormat": "json"
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},
"jsonBody": "={\n \"version\": \"lucataco/seed-x-ppo:bd6fdc731bd97a7dc3ea84285479567a3d40165d851bc7251122defd30372e8c\",\n \"input\": {\n \"text\": \"{{ $json.text }}\",\n \"num_beams\": {{ $json.num_beams }},\n \"max_length\": {{ $json.max_length }},\n \"source_language\": \"{{ $json.source_language }}\",\n \"target_language\": \"{{ $json.target_language }}\"\n }\n}",
"sendBody": true,
"sendHeaders": true,
"specifyBody": "json",
"headerParameters": {
"parameters": [
{
"name": "Authorization",
"value": "=Bearer {{ $json.api_token }}"
},
{
"name": "Prefer",
"value": "wait"
}
]
}
},
"typeVersion": 4.1
},
{
"id": "8763a752-f8f9-43a1-823f-8e875b84c826",
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"position": [
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"webhookId": "d2c4ca16-0eb2-45b4-8a2d-eec2f99df89c",
"parameters": {
"unit": "seconds",
"amount": 5
},
"typeVersion": 1
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{
"id": "6c9352b7-f139-4890-a0db-17049bb0ab5c",
"name": "Check Status",
"type": "n8n-nodes-base.httpRequest",
"position": [
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],
"parameters": {
"url": "=https://api.replicate.com/v1/predictions/{{ $('Create Text Prediction').item.json.id }}",
"options": {
"response": {
"response": {
"neverError": true,
"responseFormat": "json"
}
}
},
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "Authorization",
"value": "=Bearer {{ $('Set API Token').item.json.api_token }}"
}
]
}
},
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{
"id": "6f6e3a42-f701-4aa0-98b7-10430f30b309",
"name": "Is Complete?",
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"parameters": {
"options": {},
"conditions": {
"options": {
"version": 1,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "loose"
},
"combinator": "and",
"conditions": [
{
"id": "c93d7ba1-0ef9-4087-aa10-389cb2a2c6bd",
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "succeeded"
}
]
}
},
"typeVersion": 2
},
{
"id": "6f19dd4b-c68e-4eea-b06d-f7855242c9a6",
"name": "Has Failed?",
"type": "n8n-nodes-base.if",
"position": [
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],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 1,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "loose"
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"combinator": "and",
"conditions": [
{
"id": "d1bfd044-3a07-4c18-b55f-72d192596139",
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "failed"
}
]
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},
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{
"id": "52f12a6b-bac1-41d6-9767-dc78fc93cd35",
"name": "Wait 10s",
"type": "n8n-nodes-base.wait",
"position": [
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"webhookId": "51a05aef-e220-406d-8c2c-e59c82c3e26e",
"parameters": {
"unit": "seconds",
"amount": 10
},
"typeVersion": 1
},
{
"id": "326d2eac-bc3d-44fa-aab2-b8722a815bbf",
"name": "Success Response",
"type": "n8n-nodes-base.set",
"position": [
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],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "success-response",
"name": "response",
"type": "object",
"value": "={{ { success: true, result_url: $json.output, prediction_id: $json.id, status: $json.status, message: 'Text generated successfully' } }}"
}
]
}
},
"typeVersion": 3.3
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{
"id": "cfe4823f-63a9-468c-a1f0-dea2758f1960",
"name": "Error Response",
"type": "n8n-nodes-base.set",
"position": [
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],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "error-response",
"name": "response",
"type": "object",
"value": "={{ { success: false, error: $json.error || 'Text generation failed', prediction_id: $json.id, status: $json.status, message: 'Failed to generate text' } }}"
}
]
}
},
"typeVersion": 3.3
},
{
"id": "380b8587-b223-425d-85ae-8f457973d6f1",
"name": "Display Result",
"type": "n8n-nodes-base.set",
"position": [
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],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "final-result",
"name": "final_result",
"type": "object",
"value": "={{ $json.response }}"
}
]
}
},
"typeVersion": 3.3
},
{
"id": "3971d4c4-14d8-45de-bc6a-efadb37a5e1c",
"name": "Log Request",
"type": "n8n-nodes-base.code",
"position": [
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],
"parameters": {
"jsCode": "// Log generation details for monitoring\nconst data = $input.all()[0].json;\n\nconsole.log('lucataco/seed-x-ppo Request:', {\n timestamp: new Date().toISOString(),\n prediction_id: data.id,\n model_type: 'text'\n});\n\nreturn $input.all();"
},
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},
{
"id": "df897e78-3dd0-493e-a900-287882ad4c26",
"name": "Sticky Note9",
"type": "n8n-nodes-base.stickyNote",
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"parameters": {
"color": 4,
"width": 580,
"height": 320,
"content": "=======================================\n SEED-X-PPO GENERATOR\n=======================================\nFor any questions or support, please contact:\n [email protected]\n\nExplore more tips and tutorials here:\n - YouTube: https://www.youtube.com/@YaronBeen/videos\n - LinkedIn: https://www.linkedin.com/in/yaronbeen/\n======================================="
},
"typeVersion": 1
},
{
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"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
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],
"parameters": {
"color": 4,
"width": 589,
"height": 1958,
"content": "## π€ **LUCATACO/SEED-X-PPO - TEXT GENERATION WORKFLOW**\n\n**π₯ Powered by Replicate API and n8n Automation**\n\n---\n\n### π **Model Overview**\n\n- **Owner**: lucataco\n- **Model**: seed-x-ppo\n- **Type**: Text Generation\n- **API Endpoint**: https://api.replicate.com/v1/predictions\n\n**π― What This Model Does:**\nSeed-X-PPO-7B by ByteDance-Seed, a powerful series of open-source multilingual translation language models\n\n---\n\n### π **Parameter Reference**\n\n**π΄ Required Parameters:** text, target_language\n**π΅ Optional Parameters:** num_beams, max_length, source_language\n\n**π Detailed Parameter Guide:**\n- **text** (string): Text to translate\n- **num_beams** (integer): Number of beams for beam search (Default: 4)\n- **max_length** (integer): Maximum length of generated text (Default: 512)\n- **source_language** (string): Source language (use 'auto' for automatic detection) (Default: auto)\n- **target_language** (string): Target language (e.g., 'Chinese', 'French', 'Spanish')\n\n---\n\n### π§ **Workflow Components Explained**\n\n**π― Manual Trigger**\n- Starts the workflow execution\n- Click to begin text generation process\n\n**π Set API Token** \n- Configures your Replicate API authentication\n- Replace 'YOUR_REPLICATE_API_TOKEN' with your actual token\n- Essential for accessing the lucataco/seed-x-ppo model\n\n**βοΈ Set Text Parameters**\n- Configures all input parameters for the model\n- Includes both required and optional parameters\n- Pre-filled with sensible defaults for testing\n\n**π Create Text Prediction**\n- Sends the generation request to Replicate API\n- Uses the text parameters you configured\n- Returns a prediction ID for status tracking\n\n**β³ Wait & Status Checking Loop**\n- Waits 5 seconds then checks prediction status\n- Continues checking until completion or failure\n- Implements intelligent retry logic with 10-second delays\n\n**β
Success/Error Handling**\n- Routes successful completions to success response\n- Handles failures gracefully with error details\n- Returns structured JSON response with URLs/errors\n\n**π Logging & Monitoring**\n- Logs all requests for debugging and monitoring\n- Tracks timestamps and prediction IDs\n- Helps identify issues during development\n\n---\n\n### π **Key Benefits**\n\n- **π¨ Instant Text Generation**: Transform ideas into texts using state-of-the-art AI\n- **π Automated Workflow**: Handles the complete generation pipeline automatically\n- **π‘οΈ Error Resilience**: Built-in retry logic and comprehensive error handling\n- **π Production Ready**: Includes logging, monitoring, and structured responses\n- **π§ Customizable**: Easy to modify parameters and extend functionality\n- **β‘ Efficient Processing**: Optimized API calls with intelligent status checking\n\n---\n\n### π **Quick Start Instructions**\n\n1. **π Get Your API Key**\n - Sign up at https://replicate.com\n - Navigate to your account settings\n - Copy your API token\n\n2. **π§ Configure the Workflow**\n - Replace 'YOUR_REPLICATE_API_TOKEN' with your actual token\n - Adjust parameters in the 'Set Text Parameters' node\n - Customize the prompt or other inputs as needed\n\n3. **βΆοΈ Execute the Workflow**\n - Click the 'Manual Trigger' to start\n - Monitor the execution in the n8n interface\n - Check logs for detailed execution information\n\n4. **π₯ Get Your Results**\n - Successful generations return a URL to your text\n - Download or use the generated content as needed\n - Results are available immediately upon completion\n\n---\n\n### π **Troubleshooting Guide**\n\n**Common Issues:**\n- **Invalid API Token**: Ensure your Replicate token is valid and has sufficient credits\n- **Parameter Validation**: Check that required parameters match expected types\n- **Generation Timeout**: Some texts take longer - monitor the logs\n- **Output Format**: Verify the model returns the expected output format\n\n**Best Practices:**\n- Test with default parameters first\n- Monitor your Replicate usage and billing\n- Keep API tokens secure and never commit them to code\n- Use appropriate parameter values for your use case\n\n---\n\n**π Additional Resources:**\n- Model Documentation: https://replicate.com/lucataco/seed-x-ppo\n- Replicate API Docs: https://replicate.com/docs\n- n8n Documentation: https://docs.n8n.io\n\n---"
},
"typeVersion": 1
}
],
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"pinData": {},
"versionId": "1",
"connections": {
"Wait 5s": {
"main": [
[
{
"node": "Check Status",
"type": "main",
"index": 0
}
]
]
},
"Wait 10s": {
"main": [
[
{
"node": "Check Status",
"type": "main",
"index": 0
}
]
]
},
"Has Failed?": {
"main": [
[
{
"node": "Error Response",
"type": "main",
"index": 0
}
],
[
{
"node": "Wait 10s",
"type": "main",
"index": 0
}
]
]
},
"Log Request": {
"main": [
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{
"node": "Wait 5s",
"type": "main",
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}
]
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"Check Status": {
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[
{
"node": "Is Complete?",
"type": "main",
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}
]
]
},
"Is Complete?": {
"main": [
[
{
"node": "Success Response",
"type": "main",
"index": 0
}
],
[
{
"node": "Has Failed?",
"type": "main",
"index": 0
}
]
]
},
"Set API Token": {
"main": [
[
{
"node": "Set Text Parameters",
"type": "main",
"index": 0
}
]
]
},
"Error Response": {
"main": [
[
{
"node": "Display Result",
"type": "main",
"index": 0
}
]
]
},
"Manual Trigger": {
"main": [
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"type": "main",
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"Success Response": {
"main": [
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{
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"type": "main",
"index": 0
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},
"Set Text Parameters": {
"main": [
[
{
"node": "Create Text Prediction",
"type": "main",
"index": 0
}
]
]
},
"Create Text Prediction": {
"main": [
[
{
"node": "Log Request",
"type": "main",
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}
}
}