Create app.py

app.py

@@ -0,0 +1,27 @@
+import gradio as gr
+
+from sklearn.metrics.pairwise import cosine_similarity
+
+def greet(array_of_vectors):
+    # [[0 1],[0 5]]
+    array_of_vectors = replace("[[", "")
+    array_of_vectors = replace("]]", "")
+    array_of_vectors = replace("[", "")
+    array_of_vectors = replace("]", "")
+    
+    cleaned = []
+    vecs = array_of_vectors.split(",")
+    for vec in vecs:
+      arr = vec.split(" ")
+      cleaned.append(arr)
+    
+    similarity_matrix = cosine_similarity(cleaned, cleaned)
+    results = ''
+    for matrix in similarity_matrix:
+      results = results + str(matrix) + "\n"
+    
+    
+    return results
+
+iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+iface.launch()