From Computational to Conversational Notebooks
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arXiv
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| Main Authors: | , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866913392044802048 |
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| author | Weber, Thomas Mayer, Sven |
| author_facet | Weber, Thomas Mayer, Sven |
| contents | Today, we see a drastic increase in LLM-based user interfaces to support users in various tasks. Also, in programming, we witness a productivity boost with features like LLM-supported code completion and conversational agents to generate code. In this work, we look at the future of computational notebooks by enriching them with LLM support. We propose a spectrum of support, from simple inline code completion to executable code that was the output of a conversation. We showcase five concrete examples for potential user interface designs and discuss their benefits and drawbacks. With this, we hope to inspire the future development of LLM-supported computational notebooks. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2406_10636 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | From Computational to Conversational Notebooks Weber, Thomas Mayer, Sven Human-Computer Interaction Today, we see a drastic increase in LLM-based user interfaces to support users in various tasks. Also, in programming, we witness a productivity boost with features like LLM-supported code completion and conversational agents to generate code. In this work, we look at the future of computational notebooks by enriching them with LLM support. We propose a spectrum of support, from simple inline code completion to executable code that was the output of a conversation. We showcase five concrete examples for potential user interface designs and discuss their benefits and drawbacks. With this, we hope to inspire the future development of LLM-supported computational notebooks. |
| title | From Computational to Conversational Notebooks |
| topic | Human-Computer Interaction |
| url | https://arxiv.org/abs/2406.10636 |