Generative AI

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.

In this step-by-step tutorial, learn how to build and deploy a Contract Research agent for legal document automation with IBM watsonx Orchestrate, Box MCP, and AI tools.

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.

Learn how to build an event-driven agentic AI system using Confluent Cloud and watsonx Orchestrate. Learn how to consume events from a Kafka topic using a watsonx Orchestrate agent, and configure the agent to analyze incoming events as they arrive. To add business context, the agent also references a set of documents, such as policies, procedures, or reference material, and correlates them with event data when generating insights.

Learn how Model Context Protocol enables scalable multi agent AI systems through client, server, and hybrid architecture patterns, LLM placement strategies, reusable AI agents, dynamic orchestration, enterprise design trade offs, and real world implementation guidance.

Discover the top 10 most popular blogs, articles, tutorials, and learning paths for 2025's hottest topic: generative AI.

A database that adapts and grows with your dataset in the age of AI

Build a simple intelligent virtual agent (IVA) system powered by IBM Watson Speech and Genesys Bot by integrating voice and channels for an IBM watsonx Orchestrate agent.

Learn how to use IBM Bob to automate the full process of building and deploying watsonx Orchestrate agents and MCP tools.

Learn how to create MCP tools on watsonx Orchestrate and build agents that consume these MCP tools.