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--- |
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inference: false |
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language: en |
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license: |
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- cc-by-sa-3.0 |
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- gfdl |
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library_name: txtai |
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tags: |
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- sentence-similarity |
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datasets: |
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- NeuML/constellations |
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--- |
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# Astronomy txtai embeddings |
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This is a [txtai](https://github.com/neuml/txtai) embeddings index for a filtered set of articles about astronomy from [txtai-wikipedia](https://hf.co/neuml/txtai-wikipedia) combined with this [dataset of stars by constellation](https://hf.co/datasets/neuml/constellations). |
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txtai must be [installed](https://neuml.github.io/txtai/install/) to use this model. |
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## Example |
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This index can be loaded from the Hugging Face Hub with txtai as shown below. |
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```python |
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from txtai import Embeddings |
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# Load the index from the HF Hub |
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embeddings = Embeddings() |
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embeddings.load(provider="huggingface-hub", container="neuml/txtai-astronomy") |
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# Search for matching documents |
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embeddings.search("potential habitable planets") |
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``` |
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## More information |
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Read more about this model and how it was built in [this article](https://neuml.hashnode.dev/parsing-the-s-with-txtai). |
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