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ibm-granite/granite-speech-3.3-8b - 文本生成器

中级

这是一个Content Creation, Multimodal AI领域的自动化工作流,包含 15 个节点。主要使用 If, Set, Code, Wait, HttpRequest 等节点。 通过Replicate API使用IBM Granite 3.3 8B模型将语音转换为文本

前置要求
  • 可能需要目标 API 的认证凭证
工作流预览
可视化展示节点连接关系,支持缩放和平移
导出工作流
复制以下 JSON 配置到 n8n 导入,即可使用此工作流
{
  "meta": {
    "instanceId": "e2493c11-1335-4a64-bd05-5e5040ef16af",
    "model_name": "granite-speech-3.3-8b",
    "model_type": "text",
    "version_id": "688e7a943167401c310f0975cb68f1a35e0bddc3b65f60bde89c37860e07edf1",
    "model_owner": "ibm-granite",
    "generated_at": "2025-08-01T14:50:46.379819"
  },
  "name": "ibm-granite/granite-speech-3.3-8b - Text Generator",
  "nodes": [
    {
      "id": "b65f9ccc-12c4-4d86-81cc-89a84888be4d",
      "name": "手动触发器",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        -896,
        -176
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "90147621-ab1f-4b2f-9626-3a619c1d6f28",
      "name": "Set API Token",
      "type": "n8n-nodes-base.set",
      "position": [
        -608,
        -80
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "api_token",
              "name": "api_token",
              "type": "string",
              "value": "YOUR_REPLICATE_API_TOKEN"
            }
          ]
        }
      },
      "typeVersion": 3.3
    },
    {
      "id": "0b0516e0-e9ae-436d-910b-d789b3a3e1bb",
      "name": "Set Text Parameters",
      "type": "n8n-nodes-base.set",
      "position": [
        -288,
        -128
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "api_token",
              "name": "api_token",
              "type": "string",
              "value": "={{ $('Set API Token').item.json.api_token }}"
            },
            {
              "id": "seed",
              "name": "seed",
              "type": "number",
              "value": -1
            },
            {
              "id": "audio",
              "name": "audio",
              "type": "array",
              "value": "https://www2.cs.uic.edu/~i101/SoundFiles/BabyElephantWalk60.wav"
            },
            {
              "id": "top_k",
              "name": "top_k",
              "type": "number",
              "value": 50
            },
            {
              "id": "top_p",
              "name": "top_p",
              "type": "number",
              "value": 0.9
            },
            {
              "id": "prompt",
              "name": "prompt",
              "type": "string",
              "value": ""
            },
            {
              "id": "max_tokens",
              "name": "max_tokens",
              "type": "number",
              "value": 512
            },
            {
              "id": "min_tokens",
              "name": "min_tokens",
              "type": "number",
              "value": 0
            },
            {
              "id": "temperature",
              "name": "temperature",
              "type": "number",
              "value": 0.6
            },
            {
              "id": "chat_template",
              "name": "chat_template",
              "type": "string",
              "value": ""
            },
            {
              "id": "system_prompt",
              "name": "system_prompt",
              "type": "string",
              "value": ""
            },
            {
              "id": "stop_sequences",
              "name": "stop_sequences",
              "type": "string",
              "value": ""
            },
            {
              "id": "presence_penalty",
              "name": "presence_penalty",
              "type": "number",
              "value": 0
            },
            {
              "id": "frequency_penalty",
              "name": "frequency_penalty",
              "type": "number",
              "value": 0
            }
          ]
        }
      },
      "typeVersion": 3.3
    },
    {
      "id": "7dc87c57-6d99-4707-891a-cdcf07871c76",
      "name": "Create Text Prediction",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        -64,
        -128
      ],
      "parameters": {
        "url": "https://api.replicate.com/v1/predictions",
        "method": "POST",
        "options": {
          "response": {
            "response": {
              "neverError": true,
              "responseFormat": "json"
            }
          }
        },
        "jsonBody": "={\n  \"version\": \"ibm-granite/granite-speech-3.3-8b:688e7a943167401c310f0975cb68f1a35e0bddc3b65f60bde89c37860e07edf1\",\n  \"input\": {\n    \"seed\": {{ $json.seed }},\n    \"audio\": \"{{ $json.audio }}\",\n    \"top_k\": {{ $json.top_k }},\n    \"top_p\": {{ $json.top_p }},\n    \"prompt\": \"{{ $json.prompt }}\",\n    \"max_tokens\": {{ $json.max_tokens }},\n    \"min_tokens\": {{ $json.min_tokens }},\n    \"temperature\": {{ $json.temperature }},\n    \"chat_template\": \"{{ $json.chat_template }}\",\n    \"system_prompt\": \"{{ $json.system_prompt }}\",\n    \"stop_sequences\": \"{{ $json.stop_sequences }}\",\n    \"presence_penalty\": {{ $json.presence_penalty }},\n    \"frequency_penalty\": {{ $json.frequency_penalty }}\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": "b824df53-11cd-4579-aa75-eb6de3ed6eaf",
      "name": "Wait 5s",
      "type": "n8n-nodes-base.wait",
      "position": [
        160,
        -128
      ],
      "webhookId": "d2c4ca16-0eb2-45b4-8a2d-eec2f99df89c",
      "parameters": {
        "unit": "seconds",
        "amount": 5
      },
      "typeVersion": 1
    },
    {
      "id": "c6ecc415-8ac3-4864-b54b-0706fa46d015",
      "name": "Check Status",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        384,
        -128
      ],
      "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 }}"
            }
          ]
        }
      },
      "typeVersion": 4.1
    },
    {
      "id": "2a0894f6-956c-4b08-80df-74911831da54",
      "name": "Is Complete?",
      "type": "n8n-nodes-base.if",
      "position": [
        528,
        -240
      ],
      "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": "600fc16c-b13c-4e3e-9cca-96a212fb1860",
      "name": "Has Failed?",
      "type": "n8n-nodes-base.if",
      "position": [
        848,
        -80
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 1,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "loose"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "d1bfd044-3a07-4c18-b55f-72d192596139",
              "operator": {
                "type": "string",
                "operation": "equals"
              },
              "leftValue": "={{ $json.status }}",
              "rightValue": "failed"
            }
          ]
        }
      },
      "typeVersion": 2
    },
    {
      "id": "329b5c84-d305-41b8-9e2e-6d6319b1875b",
      "name": "Wait 10s",
      "type": "n8n-nodes-base.wait",
      "position": [
        720,
        128
      ],
      "webhookId": "51a05aef-e220-406d-8c2c-e59c82c3e26e",
      "parameters": {
        "unit": "seconds",
        "amount": 10
      },
      "typeVersion": 1
    },
    {
      "id": "44b49443-3856-431f-b5d2-733abdea04f4",
      "name": "成功响应",
      "type": "n8n-nodes-base.set",
      "position": [
        832,
        -320
      ],
      "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
    },
    {
      "id": "bb5b90ac-06ad-4935-9397-68d98c3d9a7b",
      "name": "错误响应",
      "type": "n8n-nodes-base.set",
      "position": [
        1344,
        144
      ],
      "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": "6fcbe2c7-4526-4826-9b1c-19653355961f",
      "name": "Display Result",
      "type": "n8n-nodes-base.set",
      "position": [
        1552,
        -144
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "final-result",
              "name": "final_result",
              "type": "object",
              "value": "={{ $json.response }}"
            }
          ]
        }
      },
      "typeVersion": 3.3
    },
    {
      "id": "741ed4f0-1485-49df-925c-927e361a490d",
      "name": "Log Request",
      "type": "n8n-nodes-base.code",
      "position": [
        160,
        -320
      ],
      "parameters": {
        "jsCode": "// Log generation details for monitoring\nconst data = $input.all()[0].json;\n\nconsole.log('ibm-granite/granite-speech-3.3-8b Request:', {\n  timestamp: new Date().toISOString(),\n  prediction_id: data.id,\n  model_type: 'text'\n});\n\nreturn $input.all();"
      },
      "typeVersion": 2
    },
    {
      "id": "7cc712b4-5f66-4dcd-bcd9-7fce603c17b7",
      "name": "便签 9",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1536,
        -304
      ],
      "parameters": {
        "color": 4,
        "width": 580,
        "height": 320,
        "content": "=======================================\n        GRANITE-SPEECH-3.3-8B GENERATOR\n=======================================\nFor any questions or support, please contact:\n    Yaron@nofluff.online\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
    },
    {
      "id": "4b98a37e-f85c-48fd-ac0e-8e2c3f9a4987",
      "name": "便签4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1536,
        48
      ],
      "parameters": {
        "color": 4,
        "width": 589,
        "height": 1958,
        "content": "## 🤖 **IBM-GRANITE/GRANITE-SPEECH-3.3-8B - TEXT GENERATION WORKFLOW**\n\n**🔥 Powered by Replicate API and n8n Automation**\n\n---\n\n### 📝 **Model Overview**\n\n- **Owner**: ibm-granite\n- **Model**: granite-speech-3.3-8b\n- **Type**: Text Generation\n- **API Endpoint**: https://api.replicate.com/v1/predictions\n\n**🎯 What This Model Does:**\nGranite-speech-3.3-8b is a compact and efficient speech-language model, specifically designed for automatic speech recognition (ASR) and automatic speech translation (AST).\n\n---\n\n### 📋 **Parameter Reference**\n\n**🔴 Required Parameters:** None\n**🔵 Optional Parameters:** seed, audio, top_k, top_p, prompt, max_tokens, min_tokens, temperature (and 5 more)\n\n**📖 Detailed Parameter Guide:**\n- **seed** (integer): Random seed. Leave blank to randomize the seed.\n- **audio** (array): Audio inputs for the model.\n- **top_k** (integer): The number of highest probability tokens to consider for generating the output. If > 0, only keep... (Default: 50)\n- **top_p** (number): A probability threshold for generating the output. If < 1.0, only keep the top tokens with cumula... (Default: 0.9)\n- **prompt** (string): User prompt to send to the model. (Default: )\n- **max_tokens** (integer): The maximum number of tokens the model should generate as output. (Default: 512)\n- **min_tokens** (integer): The minimum number of tokens the model should generate as output. (Default: 0)\n- **temperature** (number): The value used to modulate the next token probabilities. (Default: 0.6)\n- *...and 5 more parameters*\n\n---\n\n### 🔧 **Workflow Components Explained**\n\n**🎯 Manual Trigger**\n- Starts the workflow execution\n- Click to begin text generation process\n\n**🔐 Set API Token** \n- Configures your Replicate API authentication\n- Replace 'YOUR_REPLICATE_API_TOKEN' with your actual token\n- Essential for accessing the ibm-granite/granite-speech-3.3-8b model\n\n**⚙️ 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**🚀 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**⏳ 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**✅ 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**📊 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### 🌟 **Key Benefits**\n\n- **🎨 Instant Text Generation**: Transform ideas into texts using state-of-the-art AI\n- **🔄 Automated Workflow**: Handles the complete generation pipeline automatically\n- **🛡️ Error Resilience**: Built-in retry logic and comprehensive error handling\n- **📈 Production Ready**: Includes logging, monitoring, and structured responses\n- **🔧 Customizable**: Easy to modify parameters and extend functionality\n- **⚡ Efficient Processing**: Optimized API calls with intelligent status checking\n\n---\n\n### 🚀 **Quick Start Instructions**\n\n1. **🔑 Get Your API Key**\n   - Sign up at https://replicate.com\n   - Navigate to your account settings\n   - Copy your API token\n\n2. **🔧 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. **▶️ 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. **📥 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### 🔍 **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**🔗 Additional Resources:**\n- Model Documentation: https://replicate.com/ibm-granite/granite-speech-3.3-8b\n- Replicate API Docs: https://replicate.com/docs\n- n8n Documentation: https://docs.n8n.io\n\n---"
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "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": [
        [
          {
            "node": "Wait 5s",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Check Status": {
      "main": [
        [
          {
            "node": "Is Complete?",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "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": [
        [
          {
            "node": "Set API Token",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Success Response": {
      "main": [
        [
          {
            "node": "Display Result",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Set Text Parameters": {
      "main": [
        [
          {
            "node": "Create Text Prediction",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Create Text Prediction": {
      "main": [
        [
          {
            "node": "Log Request",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}
常见问题

如何使用这个工作流?

复制上方的 JSON 配置代码,在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」,粘贴配置后根据需要修改凭证设置即可。

这个工作流适合什么场景?

中级 - 内容创作, 多模态 AI

需要付费吗?

本工作流完全免费,您可以直接导入使用。但请注意,工作流中使用的第三方服务(如 OpenAI API)可能需要您自行付费。

工作流信息
难度等级
中级
节点数量15
分类2
节点类型7
难度说明

适合有一定经验的用户,包含 6-15 个节点的中等复杂度工作流

作者
Yaron Been

Yaron Been

@yaron-nofluff

Building AI Agents and Automations | Growth Marketer | Entrepreneur | Book Author & Podcast Host If you need any help with Automations, feel free to reach out via linkedin: https://www.linkedin.com/in/yaronbeen/ And check out my Youtube channel: https://www.youtube.com/@YaronBeen/videos

外部链接
在 n8n.io 查看

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