formatting

alexwolfmsft · alexwolfmsft · commit bb490c3de268 · 2025-07-08T08:59:57.000-04:00
diff --git a/articles/search/includes/quickstarts/search-get-started-vector-dotnet.md b/articles/search/includes/quickstarts/search-get-started-vector-dotnet.md
@@ -186,47 +186,45 @@ Hybrid search consists of keyword queries and vector queries in a single search
 
 1.  Run the project again, and the status of each document is printed below it:
 
-   Review the response:
-
-   ```output
-   Hybrid search results:
-   Score: 0.03279569745063782
-   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 Cliff is part of a lovingly restored 19th   century resort, updated for every modern convenience.
-   Category: Boutique
-   Tags: conciergeviewair conditioning
-   
-   Score: 0.032786883413791656
-   HotelId: 13
-   HotelName: Luxury Lion Resort
-   Description: Unmatched Luxury. Visit our downtown hotel to indulge in luxury accommodations. Moments from the stadium and transportation hubs, we feature the best in convenience and comfort.
-   Category: Luxury
-   Tags: barconciergerestaurant
-   
-   Score: 0.03205128386616707
-   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
-   Tags: continental breakfastair conditioningfree wifi
-   
-   Score: 0.0317460335791111
-   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. Each room comes equipped with a microwave, a coffee maker and a minifridge. In-room entertainment includes complimentary W-Fi and flat-screen TVs.
-   Category: Suite
-   Tags: air conditioninglaundry service24-hour front desk service
-   
-   Score: 0.03077651560306549
-   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. The hotel also regularly hosts events like wine tastings, beer   dinners, and live music.
-   Category: Boutique
-   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.
+       ```output
+       Hybrid search results:
+       Score: 0.03279569745063782
+       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 Cliff is part of a lovingly restored 19th   century resort, updated for every modern convenience.
+       Category: Boutique
+       Tags: conciergeviewair conditioning
+       
+       Score: 0.032786883413791656
+       HotelId: 13
+       HotelName: Luxury Lion Resort
+       Description: Unmatched Luxury. Visit our downtown hotel to indulge in luxury accommodations. Moments from the stadium and transportation hubs, we feature the best in convenience and comfort.
+       Category: Luxury
+       Tags: barconciergerestaurant
+       
+       Score: 0.03205128386616707
+       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
+       Tags: continental breakfastair conditioningfree wifi
+       
+       Score: 0.0317460335791111
+       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. Each room comes equipped with a microwave, a coffee maker and a minifridge. In-room entertainment includes complimentary W-Fi and flat-screen TVs.
+       Category: Suite
+       Tags: air conditioninglaundry service24-hour front desk service
+       
+       Score: 0.03077651560306549
+       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. The hotel also regularly hosts events like wine tastings, beer   dinners, and live music.
+       Category: Boutique
+       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
    {
@@ -307,41 +305,41 @@ The hybrid query with semantic ranking is filtered to show only the hotels withi
 
 1.  Run the project again, and review the output below the cell. The response is three hotels, which are filtered by location and faceted by `StateProvince` and semantically reranked to promote results that are closest to the search string query (`historic hotel walk to restaurants and shopping`).
 
-   The Swirling Currents Hotel now moves into the top spot. Without semantic ranking, Nordick's Valley Motel is number one. With semantic ranking, the machine comprehension models recognize that `historic` applies to "hotel, within walking distance to dining (restaurants) and shopping."
-
-   ```output
-   Total semantic hybrid results: 7
-   - Score: 0.0317460335791111
-     Re-ranker Score: 2.6550590991973877
-     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. Each room comes equipped with a microwave, a coffee maker and a minifridge. In-room entertainment includes complimentary Wi-Fi and flat-screen TVs.
-     Category: Suite
-   - Score: 0.03279569745063782
-     Re-ranker Score: 2.599761724472046
-     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 Cliff is part of a lovingly restored 19th century resort, updated for every modern convenience.
-     Category: Boutique
-   - Score: 0.03125
-     Re-ranker Score: 2.3480887413024902
-     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. The hotel also regularly hosts events like wine tastings, beer dinners, and live music.
-     Category: Boutique
-   - Score: 0.016393441706895828
-     Re-ranker Score: 2.2718777656555176
-     HotelId: 1
-     HotelName: Stay-Kay City Hotel
-     Description: This classic hotel is fully-refurbished and ideally located on the main commercial artery of the city in the heart of New York. A few minutes away is Times Square and the historic center of the city, as well as other places of interest that make New York one of America's most attractive and cosmopolitan cities.
-     Category: Boutique
-   - Score: 0.01515151560306549
-     Re-ranker Score: 2.0582215785980225
-     HotelId: 3
-     HotelName: Gastronomic Landscape Hotel
-     Description: The Gastronomic Hotel stands out for its culinary excellence under the management of William Dough, who advises on and oversees all of the Hotel’s restaurant services.
-     Category: Suite
-   ```
+       The Swirling Currents Hotel now moves into the top spot. Without semantic ranking, Nordick's Valley Motel is number one. With semantic ranking, the machine comprehension models recognize that `historic` applies to "hotel, within walking distance to dining (restaurants) and shopping."
+    
+       ```output
+       Total semantic hybrid results: 7
+       - Score: 0.0317460335791111
+         Re-ranker Score: 2.6550590991973877
+         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. Each room comes equipped with a microwave, a coffee maker and a minifridge. In-room entertainment includes complimentary Wi-Fi and flat-screen TVs.
+         Category: Suite
+       - Score: 0.03279569745063782
+         Re-ranker Score: 2.599761724472046
+         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 Cliff is part of a lovingly restored 19th century resort, updated for every modern convenience.
+         Category: Boutique
+       - Score: 0.03125
+         Re-ranker Score: 2.3480887413024902
+         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. The hotel also regularly hosts events like wine tastings, beer dinners, and live music.
+         Category: Boutique
+       - Score: 0.016393441706895828
+         Re-ranker Score: 2.2718777656555176
+         HotelId: 1
+         HotelName: Stay-Kay City Hotel
+         Description: This classic hotel is fully-refurbished and ideally located on the main commercial artery of the city in the heart of New York. A few minutes away is Times Square and the historic center of the city, as well as other places of interest that make New York one of America's most attractive and cosmopolitan cities.
+         Category: Boutique
+       - Score: 0.01515151560306549
+         Re-ranker Score: 2.0582215785980225
+         HotelId: 3
+         HotelName: Gastronomic Landscape Hotel
+         Description: The Gastronomic Hotel stands out for its culinary excellence under the management of William Dough, who advises on and oversees all of the Hotel’s restaurant services.
+         Category: Suite
+       ```
 
 Key takeaways:
 
