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Orchestrate machine learning in business processes

Orchestrate machine learning in business processes

Hugging Face is a leading provider of state-of-the-art natural language processing (NLP) technologies. It offers many pre-trained models, including popular ones such as BERT, GPT (including OpenAI's GPT-3), and DistilBERT, which can be used for a wide range of applications such as text classification, translation, summarization, and more. This Connector enables you to integrate machine learning into BPMN-based processes by using the Hugging Face Inference API.


Features and Benefits

Model Flexibility

Seamlessly integrate any Hugging Face model into your Camunda processes. Select from models such as GPT-3, BERT, and DistilBERT to enhance your automated processes with cutting-edge AI capabilities.

Customizable AI Connector

Tailor the Camunda Hugging Face Connector to meet specific process requirements by specifying options such as model choice, randomness control, token limits, and output preferences, ensuring precise alignment with application needs.

Simplified User Interface Design

Create custom templates that streamline the user interface for end users, displaying only essential input fields and hiding the complexity of the underlying AI configurations, thus enhancing user experience and promoting adoption.

Details

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  • Associated Product Group Categories:
    • AI Services
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