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Adding a block to allow users to detect deepfakes in their workflows.
This block takes in an image as input and returns the probability of it being a deepfake as well as the bounding boxes around the image.
Changes 🏗️
Added NvidiaDeepfakeDetectBlock
Added the ability to upload images on the frontend
Added the ability to render base64 encoded images on the frontend
Checklist 📋
For code changes:
I have clearly listed my changes in the PR description
I have made a test plan
I have tested my changes according to the test plan:
...
Example test plan
Create from scratch and execute an agent with at least 3 blocks
Import an agent from file upload, and confirm it executes correctly
Upload agent to marketplace
Import an agent from marketplace and confirm it executes correctly
Edit an agent from monitor, and confirm it executes correctly
For configuration changes:
.env.example is updated or already compatible with my changes
docker-compose.yml is updated or already compatible with my changes
I have included a list of my configuration changes in the PR description (under Changes)
Examples of configuration changes
Changing ports
Adding new services that need to communicate with each other
Here are some key observations to aid the review process:
⏱️ Estimated effort to review: 4 🔵🔵🔵🔵⚪
🧪 No relevant tests
🔒 Security concerns
API Key exposure: The code exposes the Nvidia API key in the request headers. While it uses SecretStr for storage, the key is exposed in plaintext when making the API request. Consider using a more secure way to handle the API key, such as passing it through a secure proxy or using environment variables.
The error handling in the run method could be improved. Currently it catches all exceptions generically and sets status to ERROR without distinguishing between different error types (API errors, network issues, etc).
The image file validation is minimal, only checking if file type starts with 'image/'. Consider adding size limits and more specific file type validation.
if(!file.type.startsWith("image/")){console.error("Please upload an image file");return;}
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Adding a block to allow users to detect deepfakes in their workflows.
This block takes in an image as input and returns the probability of it being a deepfake as well as the bounding boxes around the image.
Changes 🏗️
Checklist 📋
For code changes:
Example test plan
For configuration changes:
.env.example
is updated or already compatible with my changesdocker-compose.yml
is updated or already compatible with my changesExamples of configuration changes