Using IBM Cloud Container Registry (ICR) Prerequisites Image pull secret Using a default image pull secret Getting an IAM API Key Scenarios Using container images from ICR in K...

Use Cases Deploying and managing a complex ML system at scale Experimentation with training an ML model End to end hybrid and multi-cloud ML workloads Tuning the model hyperpara...

LLM Example Configuration-driven example config.yml Run with Workflows Run with API Methods LLM The LLM pipeline runs prompts through a large language model (LLM). This...

All-in-one embeddings database txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. Embed...

All-in-one embeddings database txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. Embed...

Examples Semantic Search Pipelines Workflows Model Training Applications Examples The examples directory has a series of notebooks and applications giving an overview of...

Best Practices for Designing Components General component design rules Writing component code Writing tests Writing a Dockerfile Writing a component specification YAML file F...

Textractor Example Configuration-driven example config.yml Run with Workflows Run with API Methods __init__(self, sentences=False, lines=False, paragraphs=False, minlength=Non...

Web Services in Apache Hop Introduction Running Pipelines as a Web services in a Docker container Step 0: Requirements for the web service Step 1: Creation of the pipeline Step ...

Build Reusable Components Summary Passing the data to and from the containerized program Summary More about input data More about output data Future-proofing your code Writin...