LLMs are a class of foundation models that are designed to understand and generate text (and other forms of content) like a human, based on the vast amount of data used to train them.
02 February 2026
Tutorial
Learn how to build a high‑accuracy GraphRAG agent using watsonx Orchestrate, watsonx.ai embeddings, and DataStax Astra DB with this hands‑on developer tutorial that covers vector search, knowledge graphs, web crawling, semantic retrieval, and agentic AI workflows.
29 January 2026
Article
Learn how fine‑tuning a small language model (Mistral 7B) and using a Granite 3.3 8B orchestrator solves the consistency challenges of large‑scale business document evaluation.
12 January 2026
Tutorial
Build an AI-powered customer care assistant using IBM Sterling OMS, n8n, and Large Language Models to automate order tracking, enable real-time order status, improve omnichannel customer support, and modernize enterprise order management with agentic AI workflows and OMS APIs.
19 December 2025
Tutorial
Deploy crewAI microservice on IBM Code Engine and integrate with watsonx Orchestrate for custom AI logic, multi-agent workflows, and automation.
15 December 2025
Tutorial
Create intelligent RAG pipelines using Siri shortcuts and watsonx Orchestrate. Upload PDFs, generate API keys, and test queries in minutes.
11 December 2025
Tutorial
Automate ESG reporting by integrating watsonx Orchestrate with Envizi to retrieve, process, and deliver sustainability data, insights, and compliance metrics efficiently.
31 October 2025
Article
Discover universal JSON prompt templates for extraction, generation, and analysis, plus best‑practice automation and error‑handling techniques for production‑grade AI pipelines.
29 October 2025
Tutorial
In this tutorial, learn how to set up a local AI co-pilot in Visual Studio Code using IBM Granite 4, Ollama, and Continue, overcoming common enterprise challenges such as data privacy, licensing, and cost. The setup includes open-source LLMs, Ollama for model serving, and Continue for in-editor AI assistance.
15 October 2025
Tutorial
In this tutorial, learn how to build a Java and Quarkus REST API that uses LangChain4j to call an LLM and generate custom poems on any topic.
24 September 2025
Article
In this article, we demonstrate using different prompts with different contexts to analyze how LLMs behave when asked generic-related questions. We show how the Granite 3.3-2b model is good at identifying associated quantifiers in generic phrases and the model's responses are context-driven too.
17 September 2025
Tutorial
Learn how to use external LLMs with watsonx Orchestrate AI Gateway, which allows for more flexibility and choice in building AI-powered agents.
08 September 2025
Tutorial
Learn AgentOps in watsonx Orchestrate with IBM Telemetry and Langfuse for AI observability, agent monitoring, debugging, and performance optimization.
