Generative AI – Felix Augenstein

June 28, 2026Agentic AI, Generative AI, IBM Bob, MCP, watsonx Orchestrate

watsonx Orchestrate ADK Patterns: Building Agents, Tools, Knowledge Bases, and MCP Integrations with IBM Bob

The future of software development is agentic. Instead of writing isolated scripts, developers are now assembling intelligent systems that combine large language models, tools, retrieval-augmented generation (RAG), external APIs, and distributed agent collaboration. IBM’s watsonx Orchestrate Agent Developer Kit (ADK) provides the foundation for building these systems, while IBM Bob […]

July 4, 2025Agentic AI, FastAPI, Generative AI, LangChain, LangGraph, Python, REST APIs, Streamlit

Building Agentic Systems: A Hands-On Guide with LangChain and LangGraph

In the rapidly evolving world of AI, agentic systems have emerged as a powerful architectural pattern that brings together intelligent decision-making and real-world utility. This post dives into what agentic systems are, introduces the concept of agents, and walks you through setting up a complete working prototype: an Agentic Ticket […]

May 23, 2025Application, FastAPI, Generative AI, LangChain, Large Language Models, Python, REST APIs, Streamlit

Building GenAI Apps with LangChain, FastAPI & Streamlit

The rapid evolution of generative AI has unlocked endless possibilities—from chatbots and email generators to advanced research assistants. But creating full-stack GenAI apps can feel daunting without the right tools. Therefore I tried to build some GenAI apps myself with the LangChain GenAI Apps repository: a hands-on template for building […]

June 6, 2023ChatGPT, Generative AI, IBM Cloud, IBM Watson, Large Language Models, NeuralSeek, REST APIs, Watson Assistant, Watson Discovery

Large Language Models & Generative AI for your Digital Assistant & chat applications with NeuralSeek

Large Language Models & Generative AI These days, ChatGPT, which is powered by Large Language Models (LLM), has become a hot topic of discussion. LLM and Generative AI are at the forefront of Artificial Intelligence research and are making significant waves in various fields. Large Language Models, like GPT-3 (the […]