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Diagram of the AI chatbot over the documents in the Hradec Králové Region Civil Servant Portal: documents, RAG retrieval, and an answer from the chatbot in natural language

An AI chatbot for office documents: goals and data model

The Hradec Králové Region Civil Servant Portal is gaining an AI chatbot that works with the internal documentation stored on the intranet. The goal is not just “smart search” but an assistant that reads, summarizes, and cites documents in natural language.

Series: AI chatbot in the Hradec Králové Region Civil Servant Portal

Diagram of how the Ministry of the Environment catalog is connected: the building, the central database, and the data layers of the services

State services at a glance, without duplicate data

The Ministry of the Environment administers more than a hundred agendas and hundreds of related services. Macron Software built a ministry catalog that works automatically with official government data, with no manual retyping and no risk of going out of date.

Series: Ministry of the Environment service catalog

A context layer on top of central government data

A context layer on top of central government data

The ministry service catalog is not a parallel database alongside the central gov.cz portal. It is a presentation and integration layer on top of the official open government data, one that puts services into the context of a particular public authority.

Series: Ministry of the Environment service catalog

A digital public service without vendor lock-in

A digital public service without vendor lock-in

Public administration usually tackles digitalization once a service has been running for years and its processes are firmly established.
Moving it to digital form then means a compromise between the historical procedure and new technology.
A new service is different. That is exactly when the process can be designed to be digital from the start, sustainable in the long term and no burden on the office in the future.
The transport allowance project in the Hradec Králové Region shows how this works in practice.

Series: Transport allowance applications in the Hradec Králové Region

A new public service, digital from day one - illustration

A new public service, digital from day one

Public administration usually starts digitalizing a service once it has existed on paper for years. With the transport allowance, the Hradec Králové Region did the opposite: it launched this new support for residents as a digital service from the start.

Series: Transport allowance applications in the Hradec Králové Region

Drupal search

Full-text search in Drupal

Visitors expect full-text search as a standard feature, so it belongs on the feature list of almost every new website. It is always worth thinking about what the search should be able to do, how good it needs to be and how much effort it will take to build. In this post we look at the search options available when building a website with Drupal.
 

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