Update universe.json

website/meta/universe.json

@@ -1,5 +1,34 @@
 {
     "resources": [
+        {
+            "id": "spacyrerank",
+            "title": "Rerank phrases on query using spacy and huggingface models",
+            "thumb": "",
+            "slogan": "Rerank with spacy now",
+            "description": "Rank phrases and text based on query by leveraging hugging-face models. Currently, we are only leveraging tiny-bert model",
+            "url": "https://github.com/Vishnunkumar/spacyrerank",
+            "github": "Vishnunkumar/spacyrerank",
+            "code_language": "python",
+            "author": "Vishnunkumar",
+            "author_links": {
+                "twitter": "@vishnunkumar_",
+                "github": "Vishnunkumar"
+            },
+            "code_example": [
+                "from spacyrerank.rerank import Reranker",
+                "query = 'done effort is wasted'",
+                "texts = ['work done','valuable man', 'effort wasted', 'Great work', 'great work mate']",
+                "reranker = Reranker(query, texts=texts)",
+                "reranker()",
+                "# [{'rank': 2, 'text': 'effort wasted', 'similarity-score': 0.877},",
+                "{'rank': 0, 'text': 'work done', 'similarity-score': 0.86}",
+                "{'rank': 3, 'text': 'Great work', 'similarity-score': 0.773}",
+                "{'rank': 4, 'text': 'great work mate', 'similarity-score': 0.757}",
+                "{'rank': 1, 'text': 'valuable man', 'similarity-score': 0.719}]"
+            ]
+            "category": ["pipeline"],
+            "tags": ["nlp", "embeddings"]
+        },
         {
             "id": "spacy-vscode",
             "title": "spaCy Visual Studio Code Extension",