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Niklas Heidloff
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Open Source Document Parser including OCR

Docling is a popular open-source project contributed by IBM. It supports easy and fast parsing of PDFs and several other file types including images. This post gives a quick introduction to Docling...

Custom Python Tools with the Bee Agent Framework

The Bee Agent Platform is an open-source project from IBM Research to build agentic applications with TypeScript and Python. This post summarizes how to build Python tools. The Bee Agent Platform ...

Running an Open-Source Reasoning Model locally

The first open-source Reasoning Large Language Model is now available. This post describes briefly what reasoning models are and how to run them locally. Model-based Reasoning has been used for qu...

Red Hat Enterprise Linux AI on IBM Cloud

Red Hat Enterprise Linux AI (RHEL AI) comes with InstructLab to fine tune Large Language Models. This post describes how to set it up on IBM Cloud. Red Hat Enterprise Linux AI is a foundation m...

Public Preview of watsonx.ai Flows Engine

A public preview of watsonx.ai Flows Engine is now available. This post shows an example how to build a simple agent which accesses LLMs from watsonx.ai and pre-built tools. Build performant ge...

Improving Developer Productivity via Agents

At TechXchange 2024 IBM gave an amazing demo how to increase developer productivity via agents. Below are some screenshots from the keynote. Check out the demo of the keynote ‘Track Spotlight for ...

InstructLab in watsonx.ai

At TechXchange 2024 IBM gave a nice preview how to run InstructLab in watsonx.ai. Below are some screenshots of a demo from the keynote. InstructLab is an innovative methodology to customize small...

Accessing LLMs from watsonx Assistant

watsonx Assistant and watsonx Orchestrate can access Large Language Models from watsonx.ai to build conversational experiences utilizing Generative AI capabilities via state-of-the-art models from ...

AI Agents with watsonx.ai

Agents are the next step in the evolution of AI. Via tools AI agents can not only generate text, but invoke business logic and access real time data. Sophisticated tasks can be solved by multiple a...

Multi-turn Conversations with watsonx Orchestrate

watsonx Orchestrate supports multi-turn conversations as beta. This post shows an example how this new functionality works. Multi-turn conversations are useful in RAG scenarios (Retrieval Augmente...

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The postings on this site are my own and don’t necessarily represent IBM’s positions, strategies or opinions.
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