From dfe96539a6bd0142d369330287a8d629be143f4f Mon Sep 17 00:00:00 2001
From: Barun Saha <barun.saha04@gmail.com>
Date: Sun, 6 Oct 2024 16:56:18 +0530
Subject: [PATCH 1/2] Use BERT mini to generate file name embeddings

---
 file_embeddings/embeddings.npy |  4 ++--
 global_config.py               |  2 +-
 helpers/icons_embeddings.py    | 43 ++++++++++++++++++++++++++++++++--
 3 files changed, 44 insertions(+), 5 deletions(-)

diff --git a/file_embeddings/embeddings.npy b/file_embeddings/embeddings.npy
index f16764f..a0e4624 100644
--- a/file_embeddings/embeddings.npy
+++ b/file_embeddings/embeddings.npy
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4c2758d74daff23f638acff398d1a512c74b97178118b7adbe8433ae8d368f52
-size 158848
+oid sha256:96904aebf90e27e7996692899b658ba8fcc0aa7cc6b67dc1c484d8afd7d33b4c
+size 317568
diff --git a/global_config.py b/global_config.py
index 3fddb4a..b983309 100644
--- a/global_config.py
+++ b/global_config.py
@@ -35,7 +35,7 @@ class GlobalConfig:
 
     LLM_PROGRESS_MAX = 90
     ICONS_DIR = 'icons/png128/'
-    TINY_BERT_MODEL = 'gaunernst/bert-tiny-uncased'
+    TINY_BERT_MODEL = 'gaunernst/bert-mini-uncased'
     EMBEDDINGS_FILE_NAME = 'file_embeddings/embeddings.npy'
     ICONS_FILE_NAME = 'file_embeddings/icons.npy'
 
diff --git a/helpers/icons_embeddings.py b/helpers/icons_embeddings.py
index 0673b19..3534025 100644
--- a/helpers/icons_embeddings.py
+++ b/helpers/icons_embeddings.py
@@ -115,9 +115,48 @@ def main():
     # Run this again if icons are to be added/removed
     save_icons_embeddings()
 
-    keywords = ['deep learning', 'library', 'universe', 'brain', 'cybersecurity', 'gaming', '']
+    keywords = [
+        'deep learning',
+        '',
+        'recycling',
+        'handshake',
+        'Ferry',
+        'rain drop',
+        'speech bubble',
+        'mental resilience',
+        'turmeric',
+        'Art',
+        'price tag',
+        'Oxygen',
+        'oxygen',
+        'Social Connection',
+        'Accomplishment',
+    ]
     icon_files = find_icons(keywords)
-    print(f'The relevant icon files are: {icon_files}')
+    print(
+        f'The relevant icon files are:\n'
+        f'{list(zip(keywords, icon_files))}'
+    )
+
+    # BERT tiny:
+    # [('deep learning', 'deep-learning'), ('', '123'), ('recycling', 'refinery'),
+    #  ('handshake', 'dash-circle'), ('Ferry', 'cart'), ('rain drop', 'bucket'),
+    #  ('speech bubble', 'globe'), ('mental resilience', 'exclamation-triangle'),
+    #  ('turmeric', 'kebab'), ('Art', 'display'), ('price tag', 'bug-fill'),
+    #  ('Oxygen', 'radioactive')]
+
+    # BERT mini
+    # [('deep learning', 'deep-learning'), ('', 'compass'), ('recycling', 'tools'),
+    #  ('handshake', 'bandaid'), ('Ferry', 'cart'), ('rain drop', 'trash'),
+    #  ('speech bubble', 'image'), ('mental resilience', 'recycle'), ('turmeric', 'linkedin'),
+    #  ('Art', 'book'), ('price tag', 'card-image'), ('Oxygen', 'radioactive')]
+
+    # BERT small
+    # [('deep learning', 'deep-learning'), ('', 'gem'), ('recycling', 'tools'),
+    #  ('handshake', 'handbag'), ('Ferry', 'truck'), ('rain drop', 'bucket'),
+    #  ('speech bubble', 'strategy'), ('mental resilience', 'deep-learning'),
+    #  ('turmeric', 'flower'),
+    #  ('Art', 'book'), ('price tag', 'hotdog'), ('Oxygen', 'radioactive')]
 
 
 if __name__ == '__main__':

From 759ba4b665dacb83e69ebf8641f3e0151d61e894 Mon Sep 17 00:00:00 2001
From: Barun Saha <barun.saha04@gmail.com>
Date: Sun, 6 Oct 2024 17:25:14 +0530
Subject: [PATCH 2/2] Add more icons

---
 file_embeddings/embeddings.npy |   4 ++--
 file_embeddings/icons.npy      |   4 ++--
 helpers/icons_embeddings.py    |   3 +++
 icons/png128/csv.png           | Bin 0 -> 2696 bytes
 icons/png128/handshake.png     | Bin 0 -> 2899 bytes
 icons/png128/html.png          | Bin 0 -> 1660 bytes
 icons/png128/lock.png          | Bin 0 -> 1675 bytes
 icons/png128/python.png        | Bin 0 -> 1845 bytes
 icons/png128/search.png        | Bin 0 -> 2757 bytes
 icons/png128/txt.png           | Bin 0 -> 1991 bytes
 icons/png128/xml.png           | Bin 0 -> 2391 bytes
 icons/png128/yml.png           | Bin 0 -> 2131 bytes
 icons/svg_repo.txt             |   2 ++
 13 files changed, 9 insertions(+), 4 deletions(-)
 create mode 100644 icons/png128/csv.png
 create mode 100644 icons/png128/handshake.png
 create mode 100644 icons/png128/html.png
 create mode 100644 icons/png128/lock.png
 create mode 100644 icons/png128/python.png
 create mode 100644 icons/png128/search.png
 create mode 100644 icons/png128/txt.png
 create mode 100644 icons/png128/xml.png
 create mode 100644 icons/png128/yml.png

diff --git a/file_embeddings/embeddings.npy b/file_embeddings/embeddings.npy
index a0e4624..9e2dda1 100644
--- a/file_embeddings/embeddings.npy
+++ b/file_embeddings/embeddings.npy
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:96904aebf90e27e7996692899b658ba8fcc0aa7cc6b67dc1c484d8afd7d33b4c
-size 317568
+oid sha256:64a1ba79b20c81ba7ed6604468736f74ae89813fe378191af1d8574c008b3ab5
+size 326784
diff --git a/file_embeddings/icons.npy b/file_embeddings/icons.npy
index 5b604b2..569312d 100644
--- a/file_embeddings/icons.npy
+++ b/file_embeddings/icons.npy
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2deede2276676fff6e70e585f5c05d004b3f24d5dc389a3c09228fbd814bcfce
-size 49728
+oid sha256:ce5ce4c86bb213915606921084b3516464154edcae12f4bc708d62c6bd7acebb
+size 51168
diff --git a/helpers/icons_embeddings.py b/helpers/icons_embeddings.py
index 3534025..048a921 100644
--- a/helpers/icons_embeddings.py
+++ b/helpers/icons_embeddings.py
@@ -131,6 +131,9 @@ def main():
         'oxygen',
         'Social Connection',
         'Accomplishment',
+        'Python',
+        'XML',
+        'Handshake',
     ]
     icon_files = find_icons(keywords)
     print(
diff --git a/icons/png128/csv.png b/icons/png128/csv.png
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diff --git a/icons/svg_repo.txt b/icons/svg_repo.txt
index f13507c..ebf0020 100644
--- a/icons/svg_repo.txt
+++ b/icons/svg_repo.txt
@@ -17,6 +17,7 @@ Icons collections used (and their licenses) from SVG Repo:
 - Objects Infographic Icons (CC0 License): https://www.svgrepo.com/collection/objects-infographic-icons/
 - Scientifics Study Collection (CC0 License): https://www.svgrepo.com/collection/scientifics-study/
 - Thanksgiving 4 Collection (CC0 License): https://www.svgrepo.com/collection/thanksgiving-4/
+- Using Hands Collection (CC0 License): https://www.svgrepo.com/collection/using-hands/
 - Vaadin Flat Vectors Collection (Apache License): https://www.svgrepo.com/collection/vaadin-flat-vectors/
 
 - India ICON SET (SVG) [NO attribution required]: https://icon666.com/collection/india_m7tgpnohh
@@ -172,3 +173,4 @@ https://www.svgrepo.com/download/423082/fast-food-fried-2.svg
 https://www.svgrepo.com/download/209887/tea-coffee-cup.svg
 https://www.svgrepo.com/download/209855/restaurant-spoon.svg
 https://www.svgrepo.com/download/209875/jelly-jar.svg
+https://www.svgrepo.com/download/83723/handshake.svg