formatting

Author: alexwolfmsft

articles/search/includes/quickstarts/search-get-started-vector-dotnet.md

@@ -224,76 +224,76 @@ Hybrid search consists of keyword queries and vector queries in a single search
        Tags: poolfree wifiair conditioningconcierge
        ```
     
-    Because Reciprocal Rank Fusion (RRF) merges results, it helps to review the inputs. The following results are from only the full-text query. The top two results are Sublime Palace Hotel and History Lion Resort. The Sublime Palace Hotel has a stronger BM25 relevance score.
-
-   ```json
-   {
-       "@search.score": 2.2626662,
-       "HotelName": "Sublime Palace Hotel",
-       "Description": "Sublime Palace Hotel is located in the heart of the historic center of Sublime in an extremely vibrant and lively area within short walking distance to the sites and landmarks of the city and is surrounded by the extraordinary beauty of churches, buildings, shops and monuments. Sublime Palace is part of a lovingly restored 1800 palace."
-   },
-   {
-       "@search.score": 0.86421645,
-       "HotelName": "Luxury Lion Resort",
-       "Description": "Unmatched Luxury.  Visit our downtown hotel to indulge in luxury accommodations. Moments from the stadium, we feature the best in comfort"
-   },
-   ```
+Because Reciprocal Rank Fusion (RRF) merges results, it helps to review the inputs. The following results are from only the full-text query. The top two results are Sublime Palace Hotel and History Lion Resort. The Sublime Palace Hotel has a stronger BM25 relevance score.
+
+```json
+{
+    "@search.score": 2.2626662,
+    "HotelName": "Sublime Palace Hotel",
+    "Description": "Sublime Palace Hotel is located in the heart of the historic center of Sublime in an extremely vibrant and lively area within short walking distance to the sites and landmarks of the city and is surrounded by the extraordinary beauty of churches, buildings, shops and monuments. Sublime Palace is part of a lovingly restored 1800 palace."
+},
+{
+    "@search.score": 0.86421645,
+    "HotelName": "Luxury Lion Resort",
+    "Description": "Unmatched Luxury.  Visit our downtown hotel to indulge in luxury accommodations. Moments from the stadium, we feature the best in comfort"
+},
+```
 
-   In the vector-only query, which uses HNSW for finding matches, the Sublime Palace Hotel drops to fourth position. Historic Lion, which was second in the full-text search and third in the vector search, doesn't experience the same range of fluctuation, so it appears as a top match in a homogenized result set.
-   
-   ```json
-   "value": [
-       {
-           "@search.score": 0.857736,
-           "HotelId": "48",
-           "HotelName": "Nordick's Valley Motel",
-           "Description": "Only 90 miles (about 2 hours) from the nation's capital and nearby most everything the historic valley has to offer.  Hiking? Wine Tasting? Exploring the caverns?  It's all nearby and we have specially priced packages to help make our B&B your home base for fun while visiting the valley.",
-           "Category": "Boutique"
-       },
-       {
-           "@search.score": 0.8399129,
-           "HotelId": "49",
-           "HotelName": "Swirling Currents Hotel",
-           "Description": "Spacious rooms, glamorous suites and residences, rooftop pool, walking access to shopping, dining, entertainment and the city center.",
-           "Category": "Luxury"
-       },
-       {
-           "@search.score": 0.8383954,
-           "HotelId": "13",
-           "HotelName": "Luxury Lion Resort",
-           "Description": "Unmatched Luxury.  Visit our downtown hotel to indulge in luxury accommodations. Moments from the stadium, we feature the best in comfort",
-           "Category": "Resort and Spa"
-       },
-       {
-           "@search.score": 0.8254346,
-           "HotelId": "4",
-           "HotelName": "Sublime Palace Hotel",
-           "Description": "Sublime Palace Hotel is located in the heart of the historic center of Sublime in an extremely vibrant and lively area within short walking distance to the sites and landmarks of the city and is surrounded by the extraordinary beauty of churches, buildings, shops and monuments. Sublime Palace is part of a lovingly restored 1800 palace.",
-           "Category": "Boutique"
-       },
-       {
-           "@search.score": 0.82380056,
-           "HotelId": "1",
-           "HotelName": "Stay-Kay City Hotel",
-           "Description": "The hotel is ideally located on the main commercial artery of the city in the heart of New York.",
-           "Category": "Boutique"
-       },
-       {
-           "@search.score": 0.81514084,
-           "HotelId": "2",
-           "HotelName": "Old Century Hotel",
-           "Description": "The hotel is situated in a  nineteenth century plaza, which has been expanded and renovated to the highest architectural standards to create a modern, functional and first-class hotel in which art and unique historical elements coexist with the most modern comforts.",
-           "Category": "Boutique"
-       },
-       {
-           "@search.score": 0.8133763,
-           "HotelId": "3",
-           "HotelName": "Gastronomic Landscape Hotel",
-           "Description": "The Hotel stands out for its gastronomic excellence under the management of William Dough, who advises on and oversees all of the Hotel’s restaurant services.",
-           "Category": "Resort and Spa"
-       }
-   ]
-   ```
+In the vector-only query, which uses HNSW for finding matches, the Sublime Palace Hotel drops to fourth position. Historic Lion, which was second in the full-text search and third in the vector search, doesn't experience the same range of fluctuation, so it appears as a top match in a homogenized result set.
+
+```json
+"value": [
+    {
+        "@search.score": 0.857736,
+        "HotelId": "48",
+        "HotelName": "Nordick's Valley Motel",
+        "Description": "Only 90 miles (about 2 hours) from the nation's capital and nearby most everything the historic valley has to offer.  Hiking? Wine Tasting? Exploring the caverns?  It's all nearby and we have specially priced packages to help make our B&B your home base for fun while visiting the valley.",
+        "Category": "Boutique"
+    },
+    {
+        "@search.score": 0.8399129,
+        "HotelId": "49",
+        "HotelName": "Swirling Currents Hotel",
+        "Description": "Spacious rooms, glamorous suites and residences, rooftop pool, walking access to shopping, dining, entertainment and the city center.",
+        "Category": "Luxury"
+    },
+    {
+        "@search.score": 0.8383954,
+        "HotelId": "13",
+        "HotelName": "Luxury Lion Resort",
+        "Description": "Unmatched Luxury.  Visit our downtown hotel to indulge in luxury accommodations. Moments from the stadium, we feature the best in comfort",
+        "Category": "Resort and Spa"
+    },
+    {
+        "@search.score": 0.8254346,
+        "HotelId": "4",
+        "HotelName": "Sublime Palace Hotel",
+        "Description": "Sublime Palace Hotel is located in the heart of the historic center of Sublime in an extremely vibrant and lively area within short walking distance to the sites and landmarks of the city and is surrounded by the extraordinary beauty of churches, buildings, shops and monuments. Sublime Palace is part of a lovingly restored 1800 palace.",
+        "Category": "Boutique"
+    },
+    {
+        "@search.score": 0.82380056,
+        "HotelId": "1",
+        "HotelName": "Stay-Kay City Hotel",
+        "Description": "The hotel is ideally located on the main commercial artery of the city in the heart of New York.",
+        "Category": "Boutique"
+    },
+    {
+        "@search.score": 0.81514084,
+        "HotelId": "2",
+        "HotelName": "Old Century Hotel",
+        "Description": "The hotel is situated in a  nineteenth century plaza, which has been expanded and renovated to the highest architectural standards to create a modern, functional and first-class hotel in which art and unique historical elements coexist with the most modern comforts.",
+        "Category": "Boutique"
+    },
+    {
+        "@search.score": 0.8133763,
+        "HotelId": "3",
+        "HotelName": "Gastronomic Landscape Hotel",
+        "Description": "The Hotel stands out for its gastronomic excellence under the management of William Dough, who advises on and oversees all of the Hotel’s restaurant services.",
+        "Category": "Resort and Spa"
+    }
+]
+```
 
 ### Semantic hybrid search with a filter