LLMs in Action: How Norkart Leverages AI for Smarter Property Development

This talk was recorded at NDC Oslo in Oslo, Norway. #ndcoslo #ndcconferences #developer #softwaredeveloper

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Understanding what you can build on a property means navigating and making sense of complex property regulations and laws, and can feel as bewildering as finding your way through a maze in the pitch dark. At Norkart we are involved in a series of innovative research projects aimed at developing a system capable of extracting specific information from these complex tapestry of regulations, helping both architects, property owners and the municipalities.

We're eager to share our journey through the technology that's revolutionizing this domain:

- Leveraging large language models to sift through and interpret vast volumes of text.
- Employing multimodal models for interpreting documents (OCR) and maps
- Investigating the potential of Retriever-Augmented Generation (RAG) architectures.
- Comparing the effectiveness of GPT-4 against specialized Norwegian models, embeddings and tokenizers.
- Refining prompting strategies to enhance model performance.

Join us as we delve into the exciting technologies used to solve the key pain-points toward a better digital process for property construction.