Generative AI

Deep learning models that generate high-quality content

Generative AI refers to deep-learning models that can generate high-quality text, images, and other content based on the data they were trained on.

Getting started with Generative AI

13 February 2026

Tutorial

Implement agent guardrails with watsonx Orchestrate plug-ins

Learn how to implement agent guardrails using watsonx Orchestrate pre-invoke plug-ins to automatically redact sensitive credit card data before AI agents process user messages.

10 February 2026

Tutorial

Build agentic workflows programmatically on watsonx Orchestrate using IBM Bob

A hands-on guide for creating automated invoice-processing agentic workflows using IBM Bob to generate code, tools, and configuration for watsonx Orchestrate.

06 February 2026

Tutorial

Build a custom RAG pipeline with Langflow and watsonx Orchestrate

Learn how to design and deploy a custom RAG workflow using Langflow, pgvector, MCP tools, and watsonx Orchestrate to build scalable document‑aware AI agents, automate enterprise knowledge retrieval, and create production‑ready generative AI applications.

02 February 2026

Tutorial

Build a GraphRAG agent using watsonx Orchestrate and DataStax Astra db

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.

02 February 2026

Article

Protecting AI embedding vectors by using approximate distance preserving encryption for RAG applications

Protect embedding vectors from reverse-engineering attacks using distance-comparison-preserving symmetric encryption (DCPE). Learn to implement DCPE in Java with IronCore Labs Alloy SDK for secure RAG applications.

29 January 2026

Tutorial

Analyze legal documents without building a complex RAG pipeline

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.

29 January 2026

Article

From prompt engineering to fine‑tuning: Transforming document validation

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.

27 January 2026

Tutorial

Building an event-driven agentic AI system with Apache Kafka on Confluent Cloud and watsonx Orchestrate

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.

27 January 2026

Article

Model Context Protocol architecture patterns for multi-agent AI systems

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.

26 January 2026

Blog post

Cassandra for AI: No more Small Data

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

19 January 2026

Tutorial

Build a voice-enabled watsonx Orchestrate agent using Watson Speech and Genesys Audio connector

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.

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Generative AI

Deep learning models that generate high-quality content

Implement agent guardrails with watsonx Orchestrate plug-ins

Build agentic workflows programmatically on watsonx Orchestrate using IBM Bob

Build a custom RAG pipeline with Langflow and watsonx Orchestrate

Build a GraphRAG agent using watsonx Orchestrate and DataStax Astra db

Protecting AI embedding vectors by using approximate distance preserving encryption for RAG applications

Analyze legal documents without building a complex RAG pipeline

From prompt engineering to fine‑tuning: Transforming document validation

Building an event-driven agentic AI system with Apache Kafka on Confluent Cloud and watsonx Orchestrate

Model Context Protocol architecture patterns for multi-agent AI systems

Top 10 generative AI articles, tutorials, and learning paths in 2025

Cassandra for AI: No more Small Data

Build a voice-enabled watsonx Orchestrate agent using Watson Speech and Genesys Audio connector