Nyckel | AI Agent Tools

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About Nyckel

Nyckel is a machine learning platform designed to simplify the creation and deployment of highly accurate custom AI models for business applications. It automatically tests hundreds of models against user data to help achieve target accuracy efficiently, reducing the need for specialized data science skills. The platform supports continuous model improvement through active learning and automatic retraining, saving businesses time on manual annotation and model maintenance. Nyckel also offers APIs for tasks like image similarity search and classification, enabling versatile AI-powered solutions such as content moderation, customer feedback analysis, and spam detection. By outsourcing infrastructure management, scaling, and optimization, Nyckel helps businesses reduce costs and focus on leveraging AI to enhance their products and services securely.

AI Agent Use Cases

• AI agents can autonomously train and optimize custom classification models on Nyckel by continuously feeding new business data and monitoring model performance to maintain accuracy. They can automate the deployment of updated models into production environments, ensuring seamless integration with business workflows. Additionally, agents can orchestrate complex AI workflows by combining Nyckel's image similarity and classification APIs to automate tasks like content moderation, customer feedback analysis, and personalized marketing at scale.

Available Actions

These are the specific actions that AI agents can perform with this tool

Classify Image

5 inputs

Classifies an image by applying Nyckel's pre-trained machine learning models to identify its content or category.

Inputs

functionId

Select a function or provide a custom function ID.

labelCount

The number of labels to return, along with their confidences. When not specified, only the highest confidence result is returned.

includeMetadata

Whether to include the label metadata in the response.

capture

Whether to enable invoke capture for this invoke. Invoke capture saves informative samples captured from your invokes for future annotation.

externalId

Your unique identifier for this sample. This will be used if this invoke is saved through Invoke Capture.

Classify Text

6 inputs

Classifies input text using Nyckel's pre-trained models to identify categories or labels relevant to the content.

Inputs

functionId

Select a function or provide a custom function ID.

textInput

The text input to classify

labelCount

The number of labels to return, along with their confidences. When not specified, only the highest confidence result is returned.

includeMetadata

Whether to include the label metadata in the response.

capture

Whether to enable invoke capture for this invoke. Invoke capture saves informative samples captured from your invokes for future annotation.

externalId

Your unique identifier for this sample. This will be used if this invoke is saved through Invoke Capture.

Extract Text from Image

2 inputs

Extracts and returns the textual content embedded within an image using its URL.

Inputs

functionId

Select a function or provide a custom function ID.

includeRegions

When set to true, return the regions of the image that contained text

About Nyckel

AI Agent Use Cases

Available Actions

These are the specific actions that AI agents can perform with this tool

Classify Image

5 inputs

Classifies an image by applying Nyckel's pre-trained machine learning models to identify its content or category.

Inputs

functionId

Select a function or provide a custom function ID.

labelCount

The number of labels to return, along with their confidences. When not specified, only the highest confidence result is returned.

includeMetadata

Whether to include the label metadata in the response.

capture

Whether to enable invoke capture for this invoke. Invoke capture saves informative samples captured from your invokes for future annotation.

externalId

Your unique identifier for this sample. This will be used if this invoke is saved through Invoke Capture.

Classify Text

6 inputs

Classifies input text using Nyckel's pre-trained models to identify categories or labels relevant to the content.

Inputs

functionId

Select a function or provide a custom function ID.

textInput

The text input to classify

labelCount

The number of labels to return, along with their confidences. When not specified, only the highest confidence result is returned.

includeMetadata

Whether to include the label metadata in the response.

capture

Whether to enable invoke capture for this invoke. Invoke capture saves informative samples captured from your invokes for future annotation.

externalId

Your unique identifier for this sample. This will be used if this invoke is saved through Invoke Capture.

Extract Text from Image

2 inputs

Extracts and returns the textual content embedded within an image using its URL.

Inputs

functionId

Select a function or provide a custom function ID.

includeRegions

When set to true, return the regions of the image that contained text