Fetch and Summarize

Multi-step: HTTP fetch → LLM summarize → return summary

manual multi-step http llm summarization

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What's Included

Field	Value
Name	Fetch and Summarize
Type	Workflow
Trigger	manual
Steps	2
Inputs	1

Full JSON

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{
  "description": "Multi-step: HTTP fetch → LLM summarize → return summary",
  "tags": [
    "manual",
    "multi-step",
    "http",
    "llm",
    "summarization"
  ],
  "document": {
    "name": "Fetch and Summarize",
    "enabled": true,
    "log_level": "info",
    "trigger": {
      "type": "manual"
    },
    "workflowInput": [
      {
        "name": "url",
        "description": "URL to fetch",
        "schema": {
          "type": "string",
          "required": true
        }
      }
    ],
    "steps": [
      {
        "condition": {
          "expr": "true",
          "onFailure": "throw",
          "resultType": "any"
        },
        "action": {
          "actionType": "actions/network/http/request/send",
          "actions/network/http/request/send": {
            "method": "GET",
            "url": {
              "expr": "url",
              "onFailure": "throw",
              "resultType": "any"
            },
            "headers": [],
            "returnBuffer": false,
            "cache": false
          }
        }
      },
      {
        "condition": {
          "expr": "step_ok(0)",
          "onFailure": "throw",
          "resultType": "any"
        },
        "action": {
          "actionType": "actions/ai/llm/chat/generate",
          "actions/ai/llm/chat/generate": {
            "is_advanced": false,
            "text": {
              "expr": "'Summarize this:\\n' + json_stringify(step_data(0, \"\"))",
              "onFailure": "throw",
              "resultType": "any"
            }
          }
        }
      }
    ],
    "returnExpression": {
      "expr": "step_data(1, \"choices.0.message.content\")"
    }
  }
}

How to Import

1. Download the ZIP file using the button above
2. Navigate to Company Settings → Data Transfer in your AutoTalk dashboard
3. Click Import and select the downloaded ZIP file
4. Review the import summary and confirm
5. All document IDs are automatically remapped — no manual ID editing needed