Additional changes for word_score

Author: ksgr5566

config.json

@@ -78,6 +78,14 @@
       "environment": {},
       "nginx": []
     },
+    {
+      "serviceName": "word_score",
+      "modelBasePath": "src/search/word_score/local/.",
+      "apiBasePath": "/search/word_score/local",
+      "containerPort": 8000,
+      "environment": {},
+      "nginx": []
+    },
     {
       "serviceName": "text_translation_bhashini",
       "modelBasePath": "src/text_translation/bhashini/remote/.",

repository_data.json

@@ -120,6 +120,16 @@
                     "request_class": "ModelRequest"
                 }
             }
+        },
+        "search": {
+            "word_score": {
+                "local": {
+                    "__is_async": true,
+                     "__is_base": true,
+                    "model_class": "Model",
+                    "request_class": "ModelRequest"
+                }
+            }
         }
     }
 }

src/search/README.md

@@ -0,0 +1,3 @@
+# Purpose
+
+Common folder for scoring methods required for augmenting search and retrieval of documents.

src/search/__init__.py

@@ -0,0 +1 @@
+from word_score import *

src/search/word_score/README.md

@@ -0,0 +1,5 @@
+# Word Score
+
+This folder consists of an API that scores documents based on an approach that combines IDF and Fuzzy word matching.
+
+For a given query, it calculates fuzzy matching scores for words in query (max score for a word from entire row), weights them with IDF, takes average of the scores of all words in the query to give a score for the entire query, sorts them, and returns the top n matches.

src/search/word_score/__init__.py

@@ -0,0 +1 @@
+from .local import *