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title: Who killed Laura Palmer? |
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emoji: π»π» |
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colorFrom: blue |
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colorTo: green |
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sdk: streamlit |
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sdk_version: 1.2.0 |
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app_file: app.py |
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pinned: false |
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license: mit |
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--- |
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# Who killed Laura Palmer? [![Generic badge](https://img.shields.io/badge/π€-Open%20in%20Spaces-blue.svg)](https://huggingface.co/spaces/anakin87/who-killed-laura-palmer) [![Generic badge](https://img.shields.io/github/stars/anakin87/who-killed-laura-palmer?label=Github&style=social)](https://github.com/anakin87/who-killed-laura-palmer) |
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## π»π» Twin Peaks Question Answering system |
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WKLP is a simple Question Answering system, based on data crawled from [Twin Peaks Wiki](https://twinpeaks.fandom.com/wiki/Twin_Peaks_Wiki). It is built using [π Haystack](https://github.com/deepset-ai/haystack), an awesome open-source framework for building search systems that work intelligently over large document collections. |
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## Project architecture 𧱠|
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![Project architecture](./data/readme_images/project_architecture.png) |
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* Crawler: implemented using [Scrapy](https://github.com/scrapy/scrapy) and [fandom-py](https://github.com/NikolajDanger/fandom-py) |
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* Question Answering pipelines: created with [Haystack](https://github.com/deepset-ai/haystack) |
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* Web app: developed with [Streamlit](https://github.com/streamlit/streamlit) |
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* Free hosting: [Hugging Face Spaces](https://huggingface.co/spaces) |
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## What can I learn from this project? π |