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Update README.md to pin as favourite Space and enhance project description.

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  1. README.md +6 -3
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@@ -7,14 +7,17 @@ python_version: 3.1
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  sdk: gradio
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  sdk_version: 5.23.1
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  app_file: app.py
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- pinned: false
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  license: agpl-3.0
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  short_description: Connect research papers. Discover new insights.
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  datasets:
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  - nomadicsynth/arxiv-dataset-abstract-embeddings
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  models:
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  - nomadicsynth/research-compass-arxiv-abstracts-embedding-model
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- - meta-llama/Llama-3.2-3B-Instruct
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  ---
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- Check out the configuration reference at <https://huggingface.co/docs/hub/spaces-config-reference>
 
 
 
 
 
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  sdk: gradio
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  sdk_version: 5.23.1
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  app_file: app.py
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+ pinned: true
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  license: agpl-3.0
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  short_description: Connect research papers. Discover new insights.
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  datasets:
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  - nomadicsynth/arxiv-dataset-abstract-embeddings
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  models:
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  - nomadicsynth/research-compass-arxiv-abstracts-embedding-model
 
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  ---
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+ # Research Compass
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+
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+ Research Compass is a tool that helps you navigate the vast sea of research papers. It uses embeddings to connect research papers and discover new insights.
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+
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+ This is using the first prototype version of the model. The model is trained on a dataset of arXiv abstract triplets created from a synthetic dataset of 10,000 abstract pair ratings. The dataset will be made available soon.