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# Auto Tabular Completion with In-Context Learning
 [](https://huggingface.co/spaces/Ki-Seki/AutoTab) [](https://www.modelscope.cn/studios/KiSeki/AutoTab)
Welcome to Auto Tabular Completion. It automatically fill in missing values in tabular data using in-context learning techniques. This tool leverages the capabilities of LLMs to predict output values based on given input data.
## Usage
Check [demo.ipynb](demo.ipynb) for more details.
Check [](https://huggingface.co/spaces/Ki-Seki/AutoTab) and [](https://www.modelscope.cn/studios/KiSeki/AutoTab) for direct usage.
> [!Note]
> **Give it a try with my personal key in the two demo notebooks (valid until 2024-11-01).** [Silicon Flow](https://cloud.siliconflow.cn/) provides free API. You can sign up and get your own API key.
## Input Format
Your Excel file should contain columns prefixed with `[Input] ` for input variables and `[Output] ` for known or expected output values. Any columns not following this naming convention will be ignored during the prediction process.
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