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Dataset endpoints allow you to manage the data components of your flows in Graphor. Dataset nodes are the entry points that connect your uploaded documents to the RAG pipeline.

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What are Dataset Nodes?

Dataset nodes are fundamental components in Graphor flows that:
  • Connect Sources to Flows: Link your uploaded documents to processing pipelines
  • Control Data Input: Determine which files are included in each dataset
  • Enable Configuration: Allow customization of how documents are processed
  • Support Flow Logic: Act as the starting point for RAG pipelines
Dataset component

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Available Endpoints

Graphor provides comprehensive REST API endpoints for dataset management:

List Dataset Nodes

Retrieve all dataset nodes from a specific flow with their configurations and status

Update Dataset

Modify dataset node configurations to change which files are included

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Dataset Node Structure

Each dataset node contains: 
{
  "id": "dataset-1748287628684",
  "type": "dataset",
  "position": { "x": 100, "y": 200 },
  "data": {
    "name": "Research Papers",
    "config": {
      "files": [
        "attention.pdf",
        "transformer_architecture.pdf",
        "bert.pdf"
      ]
    },
    "result": {
      "updated": false,
      "lastRun": "2024-01-15T10:30:00Z"
    }
  }
}

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Key Components

ComponentDescription
IDUnique identifier for the dataset node
ConfigFile selection and processing settings
ResultStatus and metadata from last processing
PositionVisual placement in the flow editor

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Authentication

All dataset endpoints require authentication via API tokens: 
Authorization: Bearer YOUR_API_TOKEN
Learn how to generate and manage API tokens in the API Tokens guide.

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URL Structure

Dataset endpoints follow a consistent URL pattern: 
https://{flow_name}.flows.graphorlm.com/datasets[/{node_id}]
Where:
  • {flow_name}: The name of your deployed flow
  • {node_id}: The specific dataset node identifier (for update operations)

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Basic Usage Example

// List all dataset nodes
const response = await fetch(`https://${flowName}.flows.graphorlm.com/datasets`, {
  headers: { 'Authorization': `Bearer ${apiToken}` }
});
const datasets = await response.json();

// Update a dataset with new files
const updateResponse = await fetch(`https://${flowName}.flows.graphorlm.com/datasets/${nodeId}`, {
  method: 'PATCH',
  headers: {
    'Authorization': `Bearer ${apiToken}`,
    'Content-Type': 'application/json'
  },
  body: JSON.stringify({
    config: { files: ['new_file.pdf'] }
  })
});

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Common Workflow

  1. List Available Nodes: Use the List Dataset Nodes endpoint
  2. Update Configuration: Use the Update Dataset endpoint to configure files
  3. Deploy Flow: Deploy the flow to apply changes

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Error Handling

Common error responses:
Error TypeHTTP StatusDescription
Authentication401Invalid or missing API token
Flow Not Found404Flow doesn’t exist or isn’t accessible
Node Not Found404Dataset node doesn’t exist in the flow
Files Not Found400Specified files don’t exist as sources

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Next Steps

List Dataset Nodes

Start by exploring existing dataset nodes in your flows

Update Dataset

Learn how to modify dataset configurations

Sources Overview

Manage the source files that power your datasets

Deploy Flow

Deploy your updated flows to make changes active