From 201e9cf822b65d5788edaac52ba2f3b1c283dbf4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Dominik=20Weckm=C3=BCller?=
 <47481567+do-me@users.noreply.github.com>
Date: Tue, 24 Oct 2023 21:21:22 +0200
Subject: [PATCH 1/2] Update README.md

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index d3d31a9..7367f51 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,8 @@
 
 ## [App here](https://do-me.github.io/copernicus-services-semantic-search/)
 
+## [Tutorial here](https://geo.rocks/post/semantic-search-tutorial/) with lots of tips
+
 A basic semantic search app based on 834 entries from [Copernicus Services Catalogue](https://www.copernicus.eu/en/accessing-data-where-and-how/copernicus-services-catalogue) chunked and indexed (mean embedding of all content chunks) in a ~2.4MB gzipped json with [all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2). Enter any query and hit submit or enter. App loads ~27Mb of resources of data and scripts. The ML model runs entirely in the browser thanks to [transformers.js](https://github.com/xenova/transformers.js).
 
 ![](copernicus-services-semantic-search-interface-dark.png)

From 16c394f771efc4a4e49c78e4934f53b2272e5966 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Dominik=20Weckm=C3=BCller?=
 <47481567+do-me@users.noreply.github.com>
Date: Tue, 24 Oct 2023 21:24:58 +0200
Subject: [PATCH 2/2] Update index.html

---
 index.html | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/index.html b/index.html
index 0d455c4..2ec1dad 100644
--- a/index.html
+++ b/index.html
@@ -35,7 +35,7 @@ <h1>Copernicus Services - Semantic Search</h1>
                     href="https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2"
                     target="_blank">all-MiniLM-L6-v2</a>. Enter any query and hit submit or enter. App loads ~27Mb of
                 resources of data and scripts. If you'd to search within the result's content, consider installing the Chrome extension of <a href="https://chrome.google.com/webstore/detail/semanticfinder/ddmgffoffelnhnonpoiblaoboaeieejl" target="_blank">SemanticFinder</a>. More information on 
-                <a href="https://github.com/do-me/copernicus-services-semantic-search" target="_blank">GitHub</a>.</p>
+                <a href="https://github.com/do-me/copernicus-services-semantic-search" target="_blank">GitHub</a> or in the <a href="https://geo.rocks/post/semantic-search-tutorial/" target="_blank">comprehensive tutorial</a>.</p>
             <div class="col-md-6 text-center">
                 <form class="form-floating" onsubmit="sendRequest(); return false;">
                     <div class="form-group justify-content-center">