diff --git a/demos/spotify_demo/arch_config.yaml b/demos/spotify_demo/arch_config.yaml
index 5541e751..496b59a4 100644
--- a/demos/spotify_demo/arch_config.yaml
+++ b/demos/spotify_demo/arch_config.yaml
@@ -10,13 +10,72 @@ endpoints:
     protocol: https
 
 system_prompt: |
- You are a music assistant. Your job is to extract critical details from a Spotify's API response and generate Markdown that I can easily display in a gradio chat bot.
- For each item in the JSON response, I want the following in Markdown in separate lines
-  - album art scaled to 25% of original size. Use an <img> tag
-  - The title of the item and its release date (release dates only for albums)
-  - A hyperlink to spotify displayed as "Listen on Spotify"
+  I have the following JSON data representing a list of albums from Spotify:
 
- Make sure each item is separated by <hr>, and there are no markdown bullet points and remove any descriptive labels from data.
+  {
+  "items": [
+    {
+      "album_type": "album",
+      "artists": [
+        {
+          "external_urls": {
+            "spotify": "https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02"
+          },
+          "href": "https://api.spotify.com/v1/artists/06HL4z0CvFAxyc27GXpf02",
+          "id": "06HL4z0CvFAxyc27GXpf02",
+          "name": "Taylor Swift",
+          "type": "artist",
+          "uri": "spotify:artist:06HL4z0CvFAxyc27GXpf02"
+        }
+      ],
+      "available_markets": [ /* ... markets omitted for brevity ... */ ],
+      "external_urls": {
+        "spotify": "https://open.spotify.com/album/1Mo4aZ8pdj6L1jx8zSwJnt"
+      },
+      "href": "https://api.spotify.com/v1/albums/1Mo4aZ8pdj6L1jx8zSwJnt",
+      "id": "1Mo4aZ8pdj6L1jx8zSwJnt",
+      "images": [
+        {
+          "height": 300,
+          "url": "https://i.scdn.co/image/ab67616d00001e025076e4160d018e378f488c33",
+          "width": 300
+        },
+        {
+          "height": 64,
+          "url": "https://i.scdn.co/image/ab67616d000048515076e4160d018e378f488c33",
+          "width": 64
+        },
+        {
+          "height": 640,
+          "url": "https://i.scdn.co/image/ab67616d0000b2735076e4160d018e378f488c33",
+          "width": 640
+        }
+      ],
+      "name": "THE TORTURED POETS DEPARTMENT",
+      "release_date": "2024-04-18",
+      "release_date_precision": "day",
+      "total_tracks": 16,
+      "type": "album",
+      "uri": "spotify:album:1Mo4aZ8pdj6L1jx8zSwJnt"
+    }
+  ]
+  }
+
+  Please convert this JSON into Markdown with the following layout for each album:
+
+  - Display the album image (using Markdown image syntax) first.
+  - On the next line immediately after the image, display the album title, artist name (use the first artist listed), and the release date, all separated by a hyphen or another clear delimiter.
+  - On the next line, provide the Spotify link (using Markdown link syntax).
+
+  For example, the output should look similar to this (using the data above):
+
+  ![Album Image](https://i.scdn.co/image/ab67616d00001e025076e4160d018e378f488c33)
+  **THE TORTURED POETS DEPARTMENT**
+  Taylor Swift - 2024-04-18
+  [Listen on Spotify](https://open.spotify.com/album/1Mo4aZ8pdj6L1jx8zSwJnt)
+  <hr>
+
+  Make sure your output is valid Markdown. And don't say "formatted in Markdown". Thanks!
 
 llm_providers:
   - name: OpenAI
@@ -26,10 +85,10 @@ llm_providers:
     default: true
 
 prompt_targets:
-  - name: browse_new_releases
+  - name: get_new_releases
     parameters:
       - name: country
-        description: the country to select
+        description: the country where the album is released
         required: true
         type: str
         in_path: true
@@ -38,18 +97,29 @@ prompt_targets:
       path: /v1/browse/new-releases?country={country}&limit=5
       http_headers:
         Authorization: "Bearer $SPOTIFY_CLIENT_KEY"
-    description: browse new releases
+    description: Get a list of new album releases featured in Spotify (shown, for example, on a Spotify player’s “Browse” tab).
 
-  - name: search_podcasts
+  - name: search_for_shows_and_podcasts
     parameters:
-      - name: type
-        description: the type of search podcasts
+      - name: q
+        description: The search filter to narrow down results
         required: true
         type: str
-        in_path: true
+      - name: type
+        type: str
+        description: The type of catalog item
+        default: show
+      - name: market
+        type: str
+        description: A country code
+        default: US
+      - name: limit
+        type: integer
+        description: The maximum number of results to return
+        default: "5"
     endpoint:
       name: spotify
-      path: /v1/search?q={type}&type=show&limit=5&market=US
+      path: /v1/search
       http_headers:
         Authorization: "Bearer $SPOTIFY_CLIENT_KEY"
-    description: search podcasts
+    description: get Spotify catalog information about shows and podcasts that match the keyword filter.