Automatic Generation of Visualizations and Infographics with LLMs

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com
Datavisualization llm openai Visualization

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  • lida

    Automatic Generation of Visualizations and Infographics using Large Language Models

    • Super cool.

    Here the viz-related prompts (generation, editing, etc), for those interested: https://github.com/microsoft/lida/tree/main/lida/components/...

    I built a tool that lets you use GPT to analyze data and build interactive graphs on the browser (https://deepsheet.dylancastillo.co/). I may try to adapt it to use LIDA or a similar approach.

  • guidance

    A guidance language for controlling large language models.

    • https://github.com/guidance-ai/guidance

    [2] Knowledge Infused Decoding

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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