eachlabs-workflows（每个实验室的工作流程）

EachLabs Workflows

Build, manage, and execute multi-step AI pipelines that chain multiple models together. each::workflows is completely free to use - you only pay for underlying model costs.

Authentication

Header: X-API-Key: <your-api-key>

Set the EACHLABS_API_KEY environment variable. Get your key at eachlabs.ai.

Base URL

https://workflows.eachlabs.run/api/v1

Endpoints

Building a Workflow

Step 1: Create the Workflow

curl -X POST https://workflows.eachlabs.run/api/v1/workflows \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "name": "Image Enhancement Pipeline",
    "description": "Generate and upscale images",
    "categories": ["image-generation"],
    "definition": {
      "version": "v1",
      "input_schema": {
        "type": "object",
        "properties": {
          "prompt": {"type": "string", "description": "Image description"}
        },
        "required": ["prompt"]
      },
      "steps": [
        {
          "step_id": "generate",
          "type": "model",
          "model": "flux-2-pro",
          "params": {
            "prompt": "{{inputs.prompt}}",
            "aspect_ratio": "16:9"
          }
        },
        {
          "step_id": "upscale",
          "type": "model",
          "model": "topaz-upscale-image",
          "params": {
            "image_url": "{{generate.primary}}",
            "scale": 2
          }
        }
      ]
    }
  }'

Step 2: Trigger the Workflow

curl -X POST https://workflows.eachlabs.run/api/v1/{workflowID}/trigger \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "version_id": "v1",
    "inputs": {"prompt": "A sunset landscape"},
    "webhook_url": "https://your-server.com/webhook"
  }'

Response:

{"execution_id": "exec-123", "status": "queued", "started_at": "..."}

Step 3: Poll for Result

curl https://workflows.eachlabs.run/api/v1/executions/{executionID} \
  -H "X-API-Key: $EACHLABS_API_KEY"

Response:

{
  "execution_id": "exec-123",
  "workflow_id": "wf-456",
  "status": "completed",
  "inputs": {"prompt": "A sunset landscape"},
  "step_outputs": {
    "generate": {
      "step_id": "generate",
      "status": "completed",
      "output": "https://cdn.example.com/image.png",
      "primary": "https://cdn.example.com/image.png",
      "metadata": {"model": "flux-2-pro", "version": "1.0.0"}
    }
  },
  "output": ["https://cdn.example.com/upscaled.png"]
}

Execution statuses: running, completed, failed, cancelled

Step Types

All steps support:

• continue_on_error (boolean) - Continue workflow if step fails
• timeout_seconds (integer) - Step timeout
• retry configuration - Automatic retry on failure

Model Steps

{
  "step_id": "generate",
  "type": "model",
  "model": "flux-2-max",
  "params": {
    "prompt": "{{inputs.prompt}}",
    "aspect_ratio": "16:9"
  }
}

HTTP Steps

{
  "step_id": "call_api",
  "type": "http",
  "url": "https://api.example.com/process",
  "method": "POST",
  "headers": {"Content-Type": "application/json"},
  "body": {"data": "{{generate.primary}}"},
  "auth": {"type": "bearer", "token": "{{inputs.api_token}}"},
  "timeout": 30000
}

Auth types: basic (username/password), bearer (token), api_key

Python Steps

{
  "step_id": "transform",
  "type": "python",
  "code": "result = inputs['text'].upper()",
  "inputs": {"text": "{{generate.primary}}"}
}

Parallel Steps

Execute multiple branches simultaneously:

{
  "step_id": "step1",
  "type": "parallel",
  "branches": [
    {
      "name": "Video Generation",
      "steps": [
        {
          "step_id": "step1_branch_0",
          "type": "model",
          "model": "kling-3-0",
          "params": {"prompt": "{{inputs.prompt}}", "duration": 5}
        }
      ]
    },
    {
      "name": "Image Edit",
      "steps": [
        {
          "step_id": "step1_branch_1",
          "type": "model",
          "model": "flux-2-edit",
          "params": {"prompt": "{{inputs.prompt}}", "image_url": "{{inputs.image}}"}
        }
      ]
    }
  ]
}

Choice Steps (Conditional Routing)

{
  "step_id": "step2",
  "type": "choice",
  "condition": {
    "expression": "$.step1.primary",
    "operator": "string_matches",
    "value": ".mp4"
  },
  "condition_met_branch": {
    "name": "condition_met",
    "step_id": "step2_condition_met",
    "steps": [
      {"step_id": "step2_branch_0", "type": "model", "model": "topaz-upscale-video", "params": {"video": "{{step1.primary}}", "scale": 2}}
    ]
  },
  "default_branch": {
    "name": "default",
    "step_id": "step2_default",
    "steps": [
      {"step_id": "step2_default", "type": "model", "model": "topaz-upscale-image", "params": {"image_url": "{{step1.primary}}", "scale": 2}}
    ]
  }
}

Condition operators:

Logical operators: and, or, not for complex conditions:

{"and": [
  {"expression": "$.step1.primary", "operator": "string_matches", "value": ".png"},
  {"expression": "$.inputs.upscale", "operator": "equals", "value": true}
]}

Pass Steps

{"step_id": "config", "type": "pass", "result": {"style": "cinematic"}}

Parameter References (Template Syntax)

Use {{double braces}} to reference inputs and step outputs:

Templates can be embedded in strings: "A portrait of {{inputs.name}} in {{inputs.style}} style"

Conditions use $ syntax: $.step_id.primary, $.inputs.field

Fallback Configuration

Automatic fallback to secondary model when primary fails:

{
  "step_id": "generate",
  "type": "model",
  "model": "flux-2-max",
  "params": {"prompt": "{{inputs.prompt}}"},
  "fallback": {
    "enabled": true,
    "model": "flux-2-pro",
    "params": {"prompt": "{{inputs.prompt}}"}
  }
}

Version Management

Steps are defined in versions, not in the workflow itself. This allows iterating while keeping previous versions intact.

Version states: active, archived, deleted

Locking: Set locked: true to prevent modifications (for production stability).

Visibility:

• allowed_to_share: false (default) - Private, organization only
• allowed_to_share: true - Unlisted, accessible via direct link

Create/Update a Version

curl -X PUT https://workflows.eachlabs.run/api/v1/workflows/{workflowID}/versions/{versionID} \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "description": "Added upscaling step",
    "definition": {
      "version": "v1",
      "input_schema": {
        "type": "object",
        "properties": {
          "prompt": {"type": "string"}
        },
        "required": ["prompt"]
      },
      "steps": [...]
    }
  }'

Bulk Trigger

Process multiple inputs (max 10) in a single API call:

curl -X POST https://workflows.eachlabs.run/api/v1/{workflowID}/bulk-trigger \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "version_id": "v1",
    "inputs": [
      {"prompt": "A sunset landscape"},
      {"prompt": "A mountain scene"},
      {"prompt": "An ocean view"}
    ],
    "webhook_url": "https://your-server.com/webhook"
  }'

Response includes bulk_id for tracking. Partial failures are possible.

Webhooks

Configure a webhook to receive results asynchronously:

curl -X POST https://workflows.eachlabs.run/api/v1/{workflowID}/trigger \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "version_id": "v1",
    "inputs": {"prompt": "A sunset landscape"},
    "webhook_url": "https://your-server.com/webhook",
    "webhook_secret": "your-secret"
  }'

Webhook payload (success):

{"execution_id": "...", "workflow_id": "...", "status": "completed", "inputs": {}, "step_outputs": {}, "output": []}

Retry schedule: ~30 seconds, ~2 minutes, ~10 minutes

Verify webhook authenticity using HMAC-SHA256 with webhook_secret.

Workflow Builder via each::sense

You can also build workflows using natural language via the each::sense workflow endpoint:

curl -X POST https://eachsense-agent.core.eachlabs.run/workflow \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "message": "Create a workflow that generates an image and then upscales it",
    "stream": true,
    "session_id": "my-session"
  }'

To update an existing workflow, include workflow_id and version_id.

Example Workflow References

See references/WORKFLOW-EXAMPLES.md for common workflow patterns.