first draft for readme

README.md

@@ -10,4 +10,22 @@ pinned: false
 license: mit
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces#reference
+# Who killed Laura Palmer?   [![Generic badge](https://img.shields.io/badge/🤗-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)
+## 🗻🗻 Twin Peaks Question Answering system
+
+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 [🔍 Haystack](https://github.com/deepset-ai/haystack), an awesome open-source framework for building search systems that work intelligently over large document collections.
+
+---
+
+## Project architecture 🧱
+
+![Project architecture](./data/readme_images/project_architecture.png) 
+
+* Crawler: implemented using [Scrapy](https://github.com/scrapy/scrapy) and [fandom-py](https://github.com/NikolajDanger/fandom-py)
+* Question Answering pipelines: created with [Haystack](https://github.com/deepset-ai/haystack)
+* Web app: developed with [Streamlit](https://github.com/streamlit/streamlit)
+* Free hosting: [Hugging Face Spaces](https://huggingface.co/spaces)
+
+---
+
+## What can I learn from this project? 📚