diff --git a/README.md b/README.md
index 7422bc4..ee6448a 100644
--- a/README.md
+++ b/README.md
@@ -27,7 +27,7 @@ The following things are supported:
 The following things are **not** supported:
 
   * Creating, editing and deleting playlists
-  * Searching explicitly for artists, albums, tracks, etc.
+  * Advanced searching. This means everything except 'any', 'artist', 'artist' and 'album'
   * Subsonics smart playlists
 
 ## Contributors
diff --git a/mopidy_subidy/__init__.py b/mopidy_subidy/__init__.py
index 2705ef1..1ca572f 100644
--- a/mopidy_subidy/__init__.py
+++ b/mopidy_subidy/__init__.py
@@ -4,7 +4,7 @@ import os
 
 from mopidy import ext, config
 
-__version__ = '0.1.0'
+__version__ = '0.2.0'
 
 
 class SubidyExtension(ext.Extension):
diff --git a/mopidy_subidy/library.py b/mopidy_subidy/library.py
index b5943a9..74b3215 100644
--- a/mopidy_subidy/library.py
+++ b/mopidy_subidy/library.py
@@ -74,8 +74,32 @@ class SubidyLibraryProvider(backend.LibraryProvider):
                 return SearchResult(tracks=[song])
         return None
 
+    def search_by_artist_and_album(self, artist_name, album_name):
+        artists = self.subsonic_api.get_raw_artists()
+        artist = next(item for item in artists if artist_name in item.get('name'))
+        albums = self.subsonic_api.get_raw_albums(artist.get('id'))
+        album = next(item for item in albums if album_name in item.get('title'))
+        return SearchResult(tracks=self.subsonic_api.get_songs_as_tracks(album.get('id')))
+
+    def get_distinct(self, field, query):
+        search_result = self.search(query)
+        if not search_result:
+            return []
+        if field == 'track' or field == 'title':
+            return [track.name for track in (search_result.tracks or [])]
+        if field == 'album':
+            return [album.name for album in (search_result.albums or [])]
+        if field == 'artist':
+            if not search_result.artists:
+                return [artist.name for artist in self.browse_artists()]
+            return [artist.name for artist in search_result.artists]
+
     def search(self, query=None, uris=None, exact=False):
-        if 'uri' in query:
-            return self.search_uri(query.get('uri')[0])
+        if 'artist' in query and 'album' in query:
+            return self.search_by_artist_and_album(query.get('artist')[0], query.get('album')[0])
+        if 'artist' in query:
+            return self.subsonic_api.find_as_search_result(query.get('artist')[0])
         if 'any' in query:
             return self.subsonic_api.find_as_search_result(query.get('any')[0])
+        return SearchResult(artists=self.subsonic_api.get_artists_as_artists())
+