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9 artikelen

A developer is working on software across several computer screens.

Integration and development

What is code generation using AI?

Code generation allows a model to suggest, extend or adapt software code. The real value lies in the proposal fitting the existing project and being able to be implemented in a controlled manner.

3 min read
A work meeting with documents, figures and a laptop.

Integration and development

What is fine-tuning?

Fine-tuning further trains an existing model using targeted examples. When is this helpful, and when are a better prompt or document search function sufficient?

3 min read
An Ethernet plug used to connect different systems.

Integration and development

What is MCP, the Model Context Protocol?

MCP provides AI applications with a unified way of accessing tools and information sources. What does this make easier, and what do you still need to sort out yourself?

3 min read
Source code and terminal output in a development environment.

Integration and development

What is a coding model?

A coding model is designed for tasks involving software code. It can assist with explanations, additions and modifications, but a functioning development environment also requires tools and tests.

3 min read
Data and graphs on a laptop screen.

Integration and development

What are embeddings?

Embeddings convert text into vectors so that systems can recognise pieces of information that are similar in content. They form an important foundation for semantic search and many RAG applications.

2 min read
Network cables connected to server equipment.

Integration and development

What is an API?

An API is an agreed method by which systems exchange data or functions with one another. It is the interface that allows software to communicate with other software without the need for manual copying and pasting.

2 min read
A schedule with notes and process steps.

Integration and development

What is a webhook?

A webhook is an automatic message sent from one system to another as soon as something happens. This allows you to trigger processes immediately without having to constantly check for new information.

2 min read
Source code with syntax highlighting on a computer screen.

Integration and development

What is a backend?

The backend is the part of the software where processing, logic, integrations and data flows run behind the scenes, out of the user’s view. It is the technical layer that ensures an app or website can actually do something.

2 min read
A development workstation with a laptop and screens displaying code.

Integration and development

What is a front-end?

The front end is the part of the software that users see and interact with directly. It encompasses screens, forms, feedback and interaction, and therefore relates to how user-friendly and intuitive a system is in practice.

2 min read

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