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Data Handling in Davia

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Local Development

When developing with Davia, your data security is a priority:

• Local-only data processing: Davia doesn’t read or access the data of your Python tasks, graphs, or other endpoints
• Frontend-focused: We build a frontend interface while your data stays completely local on your computer
• Privacy by design: Your sensitive information never leaves your local environment during development

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Model Inputs

The only parameters that are taken as inputs to the model are:

• The OpenAPI JSON specification - This is the machine-readable description of your API that defines your endpoints, their operations, input parameters, and response formats

No actual data content, database connections, or sensitive information is accessed or transmitted.

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OpenAPI Specification Example

Here’s a simplified example of what an OpenAPI specification looks like:

{
  "openapi": "3.0.0",
  "info": {
    "title": "Sample API",
    "version": "1.0.0"
  },
  "paths": {
    "/users": {
      "get": {
        "summary": "Returns a list of users",
        "responses": {
          "200": {
            "description": "A JSON array of user names",
            "content": {
              "application/json": {
                "schema": {
                  "type": "array",
                  "items": {
                    "type": "string"
                  }
                }
              }
            }
          }
        }
      }
    }
  }
}

This specification describes your API endpoints without including any actual data, protecting your sensitive information.

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Deployment Architecture

When deploying your Davia application:

• Frontend: Deployed on Vercel for optimal performance and reliability
• Backend: Hosted on Google Cloud Run, providing scalability and security

This separation ensures proper handling of your application while maintaining data integrity.