Machine Learning Snaps

Machine Learning (ML), combined with the Intelligent Integration Platform, is a self-service platform for end-to-end ML that offers a low-code approach to data acquisition, data exploration and preparation, model training and validation, and model deployment. The ML solution includes the following Snap Packs:

• Amazon Bedrock LLM Snap Pack: Integrates with Amazon's foundation models (FMs) within the SnapLogic Platform. It enables you to integrate Amazon Bedrock's FMs from diverse sources via a unified API for tasks such as prompt generation, chat completions, and embedding.
• Azure OpenAI LLM Snap Pack: Integrates OpenAI's Language Learning Models (LLM) with Azure OpenAI Service. It enables you to incorporate advanced language models for tasks like embedding, chat completions, and prompt generation.
• LLM Utilities Snap Pack: Includes utilities that improve working with text for Language Learning Models (LLM) processing capabilities.
• OpenAI LLM Snap Pack: Facilitates seamless integration with OpenAI's Language Learning Models (LLM) within the SnapLogic Platform. It enables you to incorporate advanced language learning models for tasks such as embedding, chat completions, and prompt generation.
• ML Analytics Snap Pack: Performs analytic operations, such as data profiling and data type inspection.
• ML Data Preparation Snap Pack: Performs preparatory operations on datasets such as data type transformation, data cleansing, sampling, shuffling, and scaling.
• ML Core Snap Pack: Performs machine learning operations on datasets, such as cross-validation, model training, and model-based predictions.
• ML Natural Language Processing Snap Pack: Performs operations in natural language processing (NLP).