12 June 2025
Tutorial
Visualizing data on IBM watsonx.ai
create and customize data visualizations in Data Refinery on the IBM watsonx.ai platform.
Machine Learning
Teach systems to learn without them being explicitly programmed.
Machine learning is giving systems the ability to learn and improve without them being explicitly programmed.
Tutorials
19 February 2025
Tutorial
Create a LangChain RAG system in Python with watsonx
Learn how to create a LangChain RAG system in Python with watsonx. Fetch 27 articles from a website to create a vector store as context for an LLM to answer questions about the topic.
15 January 2025
Tutorial
Create a LangChain AI Agent in Python using watsonx
Discover how to create an AI agent with IBM Granite models that can answer questions
04 December 2024
Tutorial
Adversarial prompting - Testing and strengthening the security and safety of large language models
In this tutorial, we explore various techniques involved in adversarial prompting, focusing on how these tactics can be used to test and strengthen the security and safety of large language models (LLMs).
28 November 2024
Tutorial
Updating the knowledge base of a RAG DA chatbot
Learn how to update a RAG chatbot knowledge base with new documents in IBM Cloud to improve real-time accuracy and enhance chatbot performance.
26 November 2024
Tutorial
Deploying RAG Solutions with ElasticSearch Platinum and OpenShift
Learn how to deploy Retrieval-Augmented Generation with ElasticSearch Platinum and Red Hat OpenShift on IBM Cloud for scalable GenAI applications.
21 November 2024
Tutorial
Leveraging LLMs to boost the performance of classic ML models
By leveraging LLMs to generate varied, high-quality training samples, classic ML models can overcome data limitations and avoid common issues such as overfitting or insufficient data diversity.
07 October 2024
Tutorial
Accelerating Gen AI on IBM Cloud: Deployable Architectures
Discover how RAG Deployable Architecture on IBM Cloud maximizes Gen AI deployment speed, security, and compliance for enterprise solutions.
23 September 2024
Tutorial
Build a virtual personal finance advisor with generative AI
Learn how to build a virtual personal finance advisor using IBM Cloud services such as watsonx Assistant, Watson Discovery, and NeuralSeek in this step-by-step tutorial.
12 September 2024
Tutorial
Implement LLM guardrails for RAG applications
Use the contextual grounding checks that come with the guardrails functionality in watsonx Flows Engine to better identify responses that are factually incorrect or irrelevant to a user’s query.
19 August 2024
Tutorial
Using different LLMs in watsonx.ai flows engine
Learn how to use various models with the watsonx.ai flows engine to create a custom flow for text completion with several different prompting techniques.
19 August 2024
Tutorial
Using Mistral AI LLMs in watsonx.ai flows engine
Learn about Mistral Large 2 and how it handles extensive tasks such as text completion and chat functions.
