Update README.md

README.md

@@ -43,3 +43,25 @@ print(model.most_similar("ዋልዳይት"))
 [('ወቤት', 0.54), ('ሐደክዉ', 0.50), ('ኢመሓዛትካ', 0.47), ...]
 [('ዋልዳይትተ', 0.94), ('ዋልዳይትናመ', 0.93), ('ከዋልዳይት', 0.93), ...]
 
+```python
+from huggingface_hub import hf_hub_download
+import fasttext
+
+# Download the bin file
+bin_path = hf_hub_download(
+    repo_id="BeitTigreAI/tigre-data-fasttext",
+    filename="tig.bin",
+    repo_type="dataset"
+)
+
+# Load model
+ft = fasttext.load_model(bin_path)
+
+# Example queries
+print(ft.get_word_vector("ሻም")[:10])
+print(ft.get_nearest_neighbors("ሻም"))
+
+```css
+[-2.2306,  4.1328, -1.3079,  1.3905, -3.1971, -1.2134, 0.4555, -2.9989, -0.7958, -0.2645]
+[(0.55, 'ሻማት'), (0.53, 'ዴሪር'), (0.46, 'ምልህዮት'), ...]
+