Update README.md

README.md

@@ -1,3 +1,32 @@
 ---
 license: mit
+tags:
+- transformers.js
+- transformers
+- semanticsearch
+- SemanticFinder
 ---
+<p align="center">
+  <a href="https://do-me.github.io/SemanticFinder/">
+    <img src="https://github.com/do-me/SemanticFinder/assets/47481567/4522ab9d-08f4-4f4c-92db-dbf14ccb2b70" width="320" alt="SemanticFinder">
+  </a>    
+<h1 align="center">Frontend-only live semantic search with transformers.js</h1>
+</p>
+
+- **App: [SemanticFinder](https://do-me.github.io/SemanticFinder/)**
+
+- **GitHub: [do-me/SemanticFinder](https://github.com/do-me/SemanticFinder)**
+
+This is the HF data repo for indexed texts, ready-to-import in SemanticFinder. The files contain the original text, text chunks and their embeddings. 
+
+### Example
+Once loaded in SemanticFinder it takes less than 3 seconds to search through the whole bible! Try it out. 
+
+1. Copy the URL to the "Import URL" field and load it. Depending on your connection this might be instant or take a couple of seconds.
+2. Once loaded, simply enter something you want to search for and hit "Find". The result appear instantly.
+
+### Create SemanticFinder files 
+
+1. Just use SemanticFinder as usual and run at least one search so that the index is created. This might take a while if your input is large. E.g. indexing the bible with 200 chars results in ~23k embeddings and takes 15-30 mins with a quantized gte-tiny model.
+2. Export the index file. Note that you have the freedom to reduce decimals to reduce file size; usually 5 is more than enough.
+3. Create a PR here if you want to see it added in the official collection!