Fix the nlp bug

Fix the webpage hide un correctly and backend service type wrong

Tested-by: zlq on sandbox

applications/rag/frontend/container/main.py

@@ -18,6 +18,7 @@
 import google.cloud.logging as logging
 import sqlalchemy
 import pymysql
+import traceback
 import json
 
 from flask import Flask, render_template, request, jsonify
@@ -173,7 +174,7 @@ def handlePrompt():
             "user_prompt": user_prompt
         })
         if 'nlpFilterLevel' in data:
-            if nlp_filter.is_content_inappropriate(response['text'], data.get['nlpFilterLevel']):
+            if nlp_filter.is_content_inappropriate(response['text'], data['nlpFilterLevel']):
                 response['text'] = 'The response is deemed inappropriate for display.'
         elif 'inspectTemplate' in data and 'deidentifyTemplate' in data:
             inspect_template_path = data['inspectTemplate']
@@ -185,6 +186,7 @@ def handlePrompt():
         return {'response': response}
     except Exception as err:
         log.info(f"exception from llm: {err}")
+        traceback.print_exc()
         return str(err), 500
 
 

applications/rag/frontend/container/rai/nlp_filter.py

@@ -13,7 +13,7 @@
 # limitations under the License.
 
 import os
-import google.cloud.language as language
+import google.cloud.language_v1 as language
 from . import retry
 
 # Convert the project id into a full resource id.
@@ -45,14 +45,13 @@ def sum_moderation_confidences(text):
   response = nature_language_client.moderate_text(
       request=request, retry=retry.retry_policy
   )
-
+  print(f'get response: {response}')
   # Parse response and sum the confidences of moderation, the categories are from https://cloud.google.com/natural-language/docs/moderating-text
   total_confidence = 0.0
-  categories = []
   for category in response.moderation_categories:
     total_confidence += category.confidence
-    categories.append(category.name)
-  return total_confidence, categories
+  print(f'total confidence is: {total_confidence}')
+  return total_confidence
 
 def is_content_inappropriate(text, nlp_filter_level):
   # Define thresholds
@@ -63,9 +62,9 @@ def is_content_inappropriate(text, nlp_filter_level):
   }
 
   # Map the filter level to a threshold
-  if nlp_filter_level <= 20:
+  if int(nlp_filter_level) <= 20:
     threshold = thresholds['high']
-  elif nlp_filter_level <= 50:
+  elif int(nlp_filter_level) <= 50:
     threshold = thresholds['mid']
   else:
     threshold = thresholds['low']

applications/rag/frontend/container/static/script.js

@@ -84,8 +84,8 @@ function onReady() {
 
     // Handle templates
     document.getElementById("toggle-filters").addEventListener("change", function() {
-        var filterOptions = document.getElementById("template-section");
-        filterOptions.style.display = this.checked ? "block" : "none";
+        fetchNLPEnabled();
+        fetchDLPEnabled();
     });
 }
 if (document.readyState != "loading") onReady();
@@ -113,8 +113,9 @@ function autoResizeTextarea() {
 // Function to handle the visibility of filter section
 function toggleNlpFilterSection(nlpEnabled) {
     var filterOptions = document.getElementById("nlp-filter-section");
+    var checkbox = document.getElementById('toggle-filters');
 
-    if (nlpEnabled) {
+    if (nlpEnabled && checkbox.checked) {
         filterOptions.style.display = "block";
     } else {
         filterOptions.style.display = "none";
@@ -136,8 +137,8 @@ function fetchNLPEnabled() {
 // Function to handle the visibility of filter section
 function toggleFilterSection(dlpEnabled) {
     var filterOptions = document.getElementById("template-section");
-
-    if (dlpEnabled) {
+    var checkbox = document.getElementById('toggle-filters');
+    if (dlpEnabled && checkbox.checked) {
         filterOptions.style.display = "block";
     } else {
         filterOptions.style.display = "none";

applications/rag/frontend/container/templates/index.html

@@ -38,7 +38,7 @@
       <label for="toggle-filters">Enable Filters:</label>
       <input type="checkbox" id="toggle-filters">
 
-      <!-- Dropdown for inspect_templates and deidentify_templates -->
+      <!-- Dropdown for inspect_templates and deidentify_templates for dlp filter -->
       <div id="template-section" style="display: none;">
         <select id="inspect-template-dropdown">
           <!-- Options will be dynamically added here -->
@@ -49,7 +49,7 @@
       </div>
 
       <!-- NLP Filter Slider -->
-      <div id="nlp-filter-section">
+      <div id="nlp-filter-section" style="display: none;">
         <label for="nlp-range">NLP Filter Level:</label>
         <input type="range" id="nlp-range" min="0" max="100" value="50">
       </div>