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heidloff.net - Building is my Passion
Niklas Heidloff
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Evolving Standards for agentic Systems: MCP and ACP

Agentic systems leverage multiple agents and multiple tools. These agents and tools can be developed and hosted by different providers. To allow inter-agent communication and to access different da...

SmolDocling: Vision-Language Model for Document Conversion

SmolDocling is an ultra-compact, open-source Vision Language Model for document conversion including OCR. This post summarizes the key features and demonstrates how to get started. SmolDocling is ...

AI Agents and InstructLab based Fine-tuning

My colleague Thomas Harrer interviewed me about agentic systems and fine-tuning. Below is the recording and the transcript. Watch Let’s Create Technology Talk with Niklas Heidloff about Artificial...

Deploying Embedding Models on watsonx.ai

Watsonx.ai provides various Large Language Models and Embedding Models out of the box. Models that are not supported by the watsonx.ai inference stack can be deployed via Python Functions. Watsonx...

watsonx Orchestrate Agent Routing to Agents

Recently watsonx Orchestrate has added support for agentic capabilities. Orchestration agents can route to assistants, skills and agents. This post focusses on the routing to agents and their tools...

watsonx Orchestrate Agent Routing to Skills

Recently watsonx Orchestrate has added support for agentic capabilities. Orchestration agents can route to assistants, skills and agents. This post focusses on the routing to skills, skill flows an...

watsonx Orchestrate Agent Routing to Assistants

Recently watsonx Orchestrate has added support for agentic capabilities. Orchestration agents can route to assistants, skills and agents. This post focusses on the routing between assistants and ac...

Generating Agentic Applications with watsonx.ai Agent Lab

Watsonx.ai Agent Lab is a low-code tool for building and deploying agents. It can also be used by pro-code developers to generate code for agentic applications which can be extended and optimized. ...

Getting started with watsonx.ai Agent Lab

IBM launched the beta release of Agent Lab, a low-code tool for building and deploying agents on watsonx.ai. This post describes a simple example. Here are the official resources: Documentatio...

Deploying Agentic Applications on watsonx.ai

In watsonx.ai custom Python code can be deployed and accessed via REST APIs. This allows deploying agentic applications, models and more. This post describes the new feature “AI Service” in watsonx...

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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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