feat: add media suggestions to home screen

Introduce a new Suggestions section on the home screen that fetches and
displays recommended content from the Jellyfin API. This replaces the
previous manual featured items logic with a more robust suggestion
system supporting movies, series, and episodes.

Key changes:
- Implement `getSuggestions` in `JellyfinApiClient` to fetch video content.
- Update `AppContentRepository` and its implementation to manage
  suggestions, including caching and background refreshing.
- Add `SuggestedItem` models and update `AppViewModel` to expose
  suggestions as a state flow.
- Replace `HomeFeaturedSection` with `SuggestionsSection` using a
  horizontal pager.
- Implement auto-scrolling logic in `HomeContent` to ensure suggestions
  are visible upon initial load if the user hasn't already interacted.

app/src/main/java/hu/bbara/purefin/app/home/AppScreen.kt

@@ -22,6 +22,7 @@ fun AppScreen(
 
     val libraries by viewModel.libraries.collectAsState()
     val libraryContent by viewModel.latestLibraryContent.collectAsState()
+    val suggestions by viewModel.suggestions.collectAsState()
     val continueWatching by viewModel.continueWatching.collectAsState()
     val nextUp by viewModel.nextUp.collectAsState()
     val isRefreshing by viewModel.isRefreshing.collectAsState()
@@ -43,6 +44,7 @@ fun AppScreen(
         0 -> HomeScreen(
             libraries = libraries,
             libraryContent = libraryContent,
+            suggestions = suggestions,
             continueWatching = continueWatching,
             nextUp = nextUp,
             isRefreshing = isRefreshing,

app/src/main/java/hu/bbara/purefin/app/home/HomeScreen.kt

@@ -22,6 +22,7 @@ import hu.bbara.purefin.app.home.ui.homePreviewLibraryContent
 import hu.bbara.purefin.app.home.ui.homePreviewNextUp
 import hu.bbara.purefin.app.home.ui.search.HomeSearchOverlay
 import hu.bbara.purefin.feature.shared.home.ContinueWatchingItem
+import hu.bbara.purefin.feature.shared.home.SuggestedItem
 import hu.bbara.purefin.feature.shared.home.LibraryItem
 import hu.bbara.purefin.feature.shared.home.NextUpItem
 import hu.bbara.purefin.feature.shared.home.PosterItem
@@ -33,6 +34,7 @@ import org.jellyfin.sdk.model.UUID
 fun HomeScreen(
     libraries: List<LibraryItem>,
     libraryContent: Map<UUID, List<PosterItem>>,
+    suggestions: List<SuggestedItem>,
     continueWatching: List<ContinueWatchingItem>,
     nextUp: List<NextUpItem>,
     isRefreshing: Boolean,
@@ -84,6 +86,7 @@ fun HomeScreen(
             HomeContent(
                 libraries = libraries,
                 libraryContent = libraryContent,
+                suggestions = suggestions,
                 continueWatching = continueWatching,
                 nextUp = nextUp,
                 isRefreshing = isRefreshing,
@@ -122,6 +125,7 @@ private fun HomeScreenPreview() {
         HomeScreen(
             libraries = homePreviewLibraries(),
             libraryContent = homePreviewLibraryContent(),
+            suggestions = emptyList(),
             continueWatching = homePreviewContinueWatching(),
             nextUp = homePreviewNextUp(),
             isRefreshing = false,

app/src/main/java/hu/bbara/purefin/app/home/ui/HomeContent.kt

@@ -1,5 +1,6 @@
 package hu.bbara.purefin.app.home.ui
 
+import android.util.Log
 import androidx.compose.foundation.background
 import androidx.compose.foundation.layout.Arrangement
 import androidx.compose.foundation.layout.Box
@@ -7,16 +8,23 @@ import androidx.compose.foundation.layout.PaddingValues
 import androidx.compose.foundation.layout.fillMaxSize
 import androidx.compose.foundation.lazy.LazyColumn
 import androidx.compose.foundation.lazy.items
+import androidx.compose.foundation.lazy.rememberLazyListState
 import androidx.compose.material3.ExperimentalMaterial3Api
 import androidx.compose.material3.MaterialTheme
 import androidx.compose.material3.pulltorefresh.PullToRefreshBox
 import androidx.compose.runtime.Composable
+import androidx.compose.runtime.LaunchedEffect
+import androidx.compose.runtime.getValue
+import androidx.compose.runtime.mutableStateOf
 import androidx.compose.runtime.remember
+import androidx.compose.runtime.saveable.rememberSaveable
+import androidx.compose.runtime.setValue
+import androidx.compose.runtime.snapshotFlow
 import androidx.compose.ui.Modifier
 import androidx.compose.ui.tooling.preview.Preview
 import androidx.compose.ui.unit.dp
 import hu.bbara.purefin.app.home.ui.continuewatching.ContinueWatchingSection
-import hu.bbara.purefin.app.home.ui.featured.HomeFeaturedSection
+import hu.bbara.purefin.app.home.ui.featured.SuggestionsSection
 import hu.bbara.purefin.app.home.ui.library.LibraryPosterSection
 import hu.bbara.purefin.app.home.ui.nextup.NextUpSection
 import hu.bbara.purefin.app.home.ui.shared.HomeEmptyState
@@ -27,6 +35,7 @@ import hu.bbara.purefin.feature.shared.home.ContinueWatchingItem
 import hu.bbara.purefin.feature.shared.home.LibraryItem
 import hu.bbara.purefin.feature.shared.home.NextUpItem
 import hu.bbara.purefin.feature.shared.home.PosterItem
+import hu.bbara.purefin.feature.shared.home.SuggestedItem
 import hu.bbara.purefin.ui.theme.AppTheme
 import org.jellyfin.sdk.model.UUID
 import org.jellyfin.sdk.model.api.BaseItemKind
@@ -38,6 +47,7 @@ import java.util.UUID as JavaUuid
 fun HomeContent(
     libraries: List<LibraryItem>,
     libraryContent: Map<UUID, List<PosterItem>>,
+    suggestions: List<SuggestedItem>,
     continueWatching: List<ContinueWatchingItem>,
     nextUp: List<NextUpItem>,
     isRefreshing: Boolean,
@@ -53,33 +63,33 @@ fun HomeContent(
     val visibleLibraries = remember(libraries, libraryContent) {
         libraries.filter { libraryContent[it.id].orEmpty().isNotEmpty() }
     }
-    val featuredItems = remember(continueWatching, nextUp, visibleLibraries, libraryContent) {
+    val listState = rememberLazyListState()
-        buildFeaturedItems(
+    var pendingInitialSuggestionsReveal by rememberSaveable { mutableStateOf(suggestions.isEmpty()) }
-            continueWatching = continueWatching,
+    var userInteractedBeforeSuggestionsLoaded by rememberSaveable { mutableStateOf(false) }
-            nextUp = nextUp,
+
-            visibleLibraries = visibleLibraries,
+    val hasContent = libraryContent.isNotEmpty() || continueWatching.isNotEmpty() || nextUp.isNotEmpty() || suggestions.isNotEmpty()
-            libraryContent = libraryContent
+
-        )
+    LaunchedEffect(listState, pendingInitialSuggestionsReveal) {
-    }
+        if (!pendingInitialSuggestionsReveal) return@LaunchedEffect
-    val featuredLead = featuredItems.firstOrNull()
+        snapshotFlow { listState.isScrollInProgress }
-    val filteredContinueWatching = remember(continueWatching, featuredLead) {
+            .collect { isScrolling ->
-        if (featuredLead?.source == FeaturedHomeSource.CONTINUE_WATCHING) {
+                if (isScrolling) {
-            continueWatching.filterNot { it.id == featuredLead.id }
+                    userInteractedBeforeSuggestionsLoaded = true
-        } else {
-            continueWatching
                 }
             }
-    val filteredNextUp = remember(nextUp, featuredLead) {
-        if (featuredLead?.source == FeaturedHomeSource.NEXT_UP) {
-            nextUp.filterNot { it.id == featuredLead.id }
-        } else {
-            nextUp
     }
+
+    LaunchedEffect(
+        suggestions.isNotEmpty(),
+        pendingInitialSuggestionsReveal,
+        userInteractedBeforeSuggestionsLoaded
+    ) {
+        if (!suggestions.isNotEmpty() || !pendingInitialSuggestionsReveal) return@LaunchedEffect
+        if (!userInteractedBeforeSuggestionsLoaded) {
+            listState.scrollToItem(0)
+        }
+        pendingInitialSuggestionsReveal = false
     }
-    val hasContent = featuredItems.isNotEmpty() ||
-        filteredContinueWatching.isNotEmpty() ||
-        filteredNextUp.isNotEmpty() ||
-        visibleLibraries.isNotEmpty()
 
     PullToRefreshBox(
         isRefreshing = isRefreshing,
@@ -92,40 +102,43 @@ fun HomeContent(
                 .background(scheme.background)
         ) {
             LazyColumn(
+                state = listState,
                 modifier = Modifier.fillMaxSize(),
                 contentPadding = PaddingValues(top = 16.dp, bottom = 24.dp),
                 verticalArrangement = Arrangement.spacedBy(24.dp)
             ) {
-                if (featuredItems.isNotEmpty()) {
+                if (suggestions.isNotEmpty()) {
                     item(key = "featured") {
-                        HomeFeaturedSection(
+                        SuggestionsSection(
-                            items = featuredItems,
+                            items = suggestions,
-                            onOpenFeaturedItem = { item ->
+                            onItemOpen = { item ->
-                                openHomeDestination(
+                                when (item.type) {
-                                    destination = item.destination,
+                                    BaseItemKind.MOVIE -> onMovieSelected(item.id)
-                                    onMovieSelected = onMovieSelected,
+                                    BaseItemKind.SERIES -> onSeriesSelected(item.id)
-                                    onSeriesSelected = onSeriesSelected,
+                                    BaseItemKind.EPISODE -> onEpisodeSelected(item.id, item.id, item.id)
-                                    onEpisodeSelected = onEpisodeSelected
+                                    else -> {
-                                )
+                                        Log.e("HomeContent", "Unsupported item type: ${item.type}")
+                                    }
+                                }
                             }
                         )
                     }
                 }
 
-                if (filteredContinueWatching.isNotEmpty()) {
+                if (continueWatching.isNotEmpty()) {
                     item(key = "continue-watching") {
                         ContinueWatchingSection(
-                            items = filteredContinueWatching,
+                            items = continueWatching,
                             onMovieSelected = onMovieSelected,
                             onEpisodeSelected = onEpisodeSelected
                         )
                     }
                 }
 
-                if (filteredNextUp.isNotEmpty()) {
+                if (nextUp.isNotEmpty()) {
                     item(key = "next-up") {
                         NextUpSection(
-                            items = filteredNextUp,
+                            items = nextUp,
                             onEpisodeSelected = onEpisodeSelected
                         )
                     }
@@ -158,197 +171,6 @@ fun HomeContent(
     }
 }
 
-private fun buildFeaturedItems(
-    continueWatching: List<ContinueWatchingItem>,
-    nextUp: List<NextUpItem>,
-    visibleLibraries: List<LibraryItem>,
-    libraryContent: Map<UUID, List<PosterItem>>
-): List<FeaturedHomeItem> {
-    val candidates = buildList {
-        addAll(continueWatching.map { it.toFeaturedHomeItem() })
-        addAll(nextUp.map { it.toFeaturedHomeItem() })
-        visibleLibraries.forEach { library ->
-            libraryContent[library.id]
-                .orEmpty()
-                .firstOrNull()
-                ?.let { add(it.toFeaturedHomeItem(library)) }
-        }
-    }
-    return candidates
-        .distinctBy { "${it.destination.kind}:${it.id}" }
-        .take(5)
-}
-
-private fun ContinueWatchingItem.toFeaturedHomeItem(): FeaturedHomeItem {
-    return when (type) {
-        BaseItemKind.MOVIE -> {
-            val movie = movie!!
-            FeaturedHomeItem(
-                id = movie.id,
-                source = FeaturedHomeSource.CONTINUE_WATCHING,
-                badge = "Continue watching",
-                title = movie.title,
-                supportingText = listOf(movie.year, movie.runtime)
-                    .filter { it.isNotBlank() }
-                    .joinToString(" • "),
-                description = movie.synopsis,
-                metadata = listOf(movie.year, movie.runtime, movie.rating, movie.format)
-                    .filter { it.isNotBlank() },
-                imageUrl = movie.heroImageUrl,
-                ctaLabel = "Continue",
-                progress = progress.toFloat() / 100f,
-                destination = HomeDestination(
-                    kind = HomeDestinationKind.MOVIE,
-                    id = movie.id
-                )
-            )
-        }
-
-        BaseItemKind.EPISODE -> {
-            val episode = episode!!
-            FeaturedHomeItem(
-                id = episode.id,
-                source = FeaturedHomeSource.CONTINUE_WATCHING,
-                badge = "Continue watching",
-                title = episode.title,
-                supportingText = listOf("Episode ${episode.index}", episode.runtime)
-                    .filter { it.isNotBlank() }
-                    .joinToString(" • "),
-                description = episode.synopsis,
-                metadata = listOf(episode.releaseDate, episode.runtime, episode.rating, episode.format)
-                    .filter { it.isNotBlank() },
-                imageUrl = episode.heroImageUrl,
-                ctaLabel = "Continue",
-                progress = progress.toFloat() / 100f,
-                destination = HomeDestination(
-                    kind = HomeDestinationKind.EPISODE,
-                    id = episode.id,
-                    seriesId = episode.seriesId,
-                    seasonId = episode.seasonId
-                )
-            )
-        }
-
-        else -> throw IllegalArgumentException("Unsupported featured type: $type")
-    }
-}
-
-private fun NextUpItem.toFeaturedHomeItem(): FeaturedHomeItem {
-    return FeaturedHomeItem(
-        id = episode.id,
-        source = FeaturedHomeSource.NEXT_UP,
-        badge = "Next up",
-        title = episode.title,
-        supportingText = listOf("Episode ${episode.index}", episode.runtime)
-            .filter { it.isNotBlank() }
-            .joinToString(" • "),
-        description = episode.synopsis,
-        metadata = listOf(episode.releaseDate, episode.runtime, episode.rating)
-            .filter { it.isNotBlank() },
-        imageUrl = episode.heroImageUrl,
-        ctaLabel = "Up next",
-        destination = HomeDestination(
-            kind = HomeDestinationKind.EPISODE,
-            id = episode.id,
-            seriesId = episode.seriesId,
-            seasonId = episode.seasonId
-        )
-    )
-}
-
-private fun PosterItem.toFeaturedHomeItem(library: LibraryItem): FeaturedHomeItem {
-    return when (type) {
-        BaseItemKind.MOVIE -> {
-            val movie = movie!!
-            FeaturedHomeItem(
-                id = movie.id,
-                source = FeaturedHomeSource.LIBRARY,
-                badge = library.name,
-                title = movie.title,
-                supportingText = listOf(movie.year, movie.runtime)
-                    .filter { it.isNotBlank() }
-                    .joinToString(" • "),
-                description = movie.synopsis,
-                metadata = listOf(movie.year, movie.runtime, movie.rating)
-                    .filter { it.isNotBlank() },
-                imageUrl = movie.heroImageUrl,
-                ctaLabel = "Open",
-                destination = HomeDestination(
-                    kind = HomeDestinationKind.MOVIE,
-                    id = movie.id
-                )
-            )
-        }
-
-        BaseItemKind.SERIES -> {
-            val series = series!!
-            FeaturedHomeItem(
-                id = series.id,
-                source = FeaturedHomeSource.LIBRARY,
-                badge = library.name,
-                title = series.name,
-                supportingText = when {
-                    series.unwatchedEpisodeCount > 0 ->
-                        "${series.unwatchedEpisodeCount} unwatched episodes"
-                    else -> "${series.seasonCount} seasons"
-                },
-                description = series.synopsis,
-                metadata = listOf(series.year, "${series.seasonCount} seasons")
-                    .filter { it.isNotBlank() },
-                imageUrl = series.heroImageUrl,
-                ctaLabel = "Open",
-                destination = HomeDestination(
-                    kind = HomeDestinationKind.SERIES,
-                    id = series.id
-                )
-            )
-        }
-
-        BaseItemKind.EPISODE -> {
-            val episode = episode!!
-            FeaturedHomeItem(
-                id = episode.id,
-                source = FeaturedHomeSource.LIBRARY,
-                badge = library.name,
-                title = episode.title,
-                supportingText = listOf("Episode ${episode.index}", episode.runtime)
-                    .filter { it.isNotBlank() }
-                    .joinToString(" • "),
-                description = episode.synopsis,
-                metadata = listOf(episode.releaseDate, episode.runtime, episode.rating)
-                    .filter { it.isNotBlank() },
-                imageUrl = episode.heroImageUrl,
-                ctaLabel = "Open",
-                destination = HomeDestination(
-                    kind = HomeDestinationKind.EPISODE,
-                    id = episode.id,
-                    seriesId = episode.seriesId,
-                    seasonId = episode.seasonId
-                )
-            )
-        }
-
-        else -> throw IllegalArgumentException("Unsupported featured type: $type")
-    }
-}
-
-private fun openHomeDestination(
-    destination: HomeDestination,
-    onMovieSelected: (UUID) -> Unit,
-    onSeriesSelected: (UUID) -> Unit,
-    onEpisodeSelected: (UUID, UUID, UUID) -> Unit,
-) {
-    when (destination.kind) {
-        HomeDestinationKind.MOVIE -> onMovieSelected(destination.id)
-        HomeDestinationKind.SERIES -> onSeriesSelected(destination.id)
-        HomeDestinationKind.EPISODE -> onEpisodeSelected(
-            destination.seriesId ?: return,
-            destination.seasonId ?: return,
-            destination.id
-        )
-    }
-}
-
 @Preview(name = "Home Full", showBackground = true, widthDp = 412, heightDp = 915)
 @Composable
 private fun HomeContentPreview() {
@@ -356,6 +178,7 @@ private fun HomeContentPreview() {
         HomeContent(
             libraries = homePreviewLibraries(),
             libraryContent = homePreviewLibraryContent(),
+            suggestions = emptyList(),
             continueWatching = homePreviewContinueWatching(),
             nextUp = homePreviewNextUp(),
             isRefreshing = false,
@@ -376,6 +199,7 @@ private fun HomeLibrariesOnlyPreview() {
         HomeContent(
             libraries = homePreviewLibraries(),
             libraryContent = homePreviewLibraryContent(),
+            suggestions = emptyList(),
             continueWatching = emptyList(),
             nextUp = emptyList(),
             isRefreshing = false,
@@ -396,6 +220,7 @@ private fun HomeEmptyPreview() {
         HomeContent(
             libraries = emptyList(),
             libraryContent = emptyMap(),
+            suggestions = emptyList(),
             continueWatching = emptyList(),
             nextUp = emptyList(),
             isRefreshing = false,

app/src/main/java/hu/bbara/purefin/app/home/ui/HomeDiscoveryModels.kt

@@ -1,36 +0,0 @@
-package hu.bbara.purefin.app.home.ui
-
-import org.jellyfin.sdk.model.UUID
-
-enum class FeaturedHomeSource {
-    CONTINUE_WATCHING,
-    NEXT_UP,
-    LIBRARY
-}
-
-enum class HomeDestinationKind {
-    MOVIE,
-    SERIES,
-    EPISODE
-}
-
-data class HomeDestination(
-    val kind: HomeDestinationKind,
-    val id: UUID,
-    val seriesId: UUID? = null,
-    val seasonId: UUID? = null
-)
-
-data class FeaturedHomeItem(
-    val id: UUID,
-    val source: FeaturedHomeSource,
-    val badge: String,
-    val title: String,
-    val supportingText: String,
-    val description: String,
-    val metadata: List<String>,
-    val imageUrl: String,
-    val ctaLabel: String,
-    val progress: Float? = null,
-    val destination: HomeDestination
-)

app/src/main/java/hu/bbara/purefin/app/home/ui/featured/SuggestionCard.kt

@@ -24,13 +24,13 @@ import androidx.compose.ui.layout.ContentScale
 import androidx.compose.ui.text.font.FontWeight
 import androidx.compose.ui.text.style.TextOverflow
 import androidx.compose.ui.unit.dp
-import hu.bbara.purefin.app.home.ui.FeaturedHomeItem
 import hu.bbara.purefin.common.ui.components.MediaProgressBar
 import hu.bbara.purefin.common.ui.components.PurefinAsyncImage
+import hu.bbara.purefin.feature.shared.home.SuggestedItem
 
 @Composable
-internal fun HomeFeaturedCard(
+internal fun SuggestionCard(
-    item: FeaturedHomeItem,
+    item: SuggestedItem,
     onClick: () -> Unit,
     modifier: Modifier = Modifier
 ) {
@@ -108,9 +108,9 @@ internal fun HomeFeaturedCard(
                     }
                 }
             }
-            if (item.progress != null && item.progress > 0f) {
+            if (item.progress != null && item.progress!! > 0f) {
                 MediaProgressBar(
-                    progress = item.progress.coerceIn(0f, 1f),
+                    progress = item.progress!!.coerceIn(0f, 1f),
                     foregroundColor = scheme.primary,
                     backgroundColor = Color.White.copy(alpha = 0.26f),
                     modifier = Modifier.align(Alignment.BottomStart)

app/src/main/java/hu/bbara/purefin/app/home/ui/featured/SuggestionsSection.kt

@@ -12,8 +12,6 @@ import androidx.compose.foundation.layout.fillMaxWidth
 import androidx.compose.foundation.layout.height
 import androidx.compose.foundation.layout.padding
 import androidx.compose.foundation.layout.width
-import androidx.compose.foundation.lazy.LazyRow
-import androidx.compose.foundation.lazy.items
 import androidx.compose.foundation.pager.HorizontalPager
 import androidx.compose.foundation.pager.rememberPagerState
 import androidx.compose.foundation.shape.CircleShape
@@ -22,12 +20,12 @@ import androidx.compose.runtime.Composable
 import androidx.compose.ui.Modifier
 import androidx.compose.ui.draw.clip
 import androidx.compose.ui.unit.dp
-import hu.bbara.purefin.app.home.ui.FeaturedHomeItem
+import hu.bbara.purefin.feature.shared.home.SuggestedItem
 
 @Composable
-fun HomeFeaturedSection(
+fun SuggestionsSection(
-    items: List<FeaturedHomeItem>,
+    items: List<SuggestedItem>,
-    onOpenFeaturedItem: (FeaturedHomeItem) -> Unit,
+    onItemOpen: (SuggestedItem) -> Unit,
     modifier: Modifier = Modifier
 ) {
     if (items.isEmpty()) return
@@ -44,9 +42,9 @@ fun HomeFeaturedSection(
             pageSpacing = 16.dp,
             modifier = Modifier.fillMaxWidth()
         ) { page ->
-            HomeFeaturedCard(
+            SuggestionCard(
                 item = items[page],
-                onClick = { onOpenFeaturedItem(items[page]) }
+                onClick = { onItemOpen(items[page]) }
             )
         }
         if (items.size > 1) {

core/data/src/main/java/hu/bbara/purefin/core/data/AppContentRepository.kt

@@ -8,6 +8,7 @@ import java.util.UUID
 interface AppContentRepository : MediaRepository {
 
     val libraries: StateFlow<List<Library>>
+    val suggestions: StateFlow<List<Media>>
     val continueWatching: StateFlow<List<Media>>
     val nextUp: StateFlow<List<Media>>
     val latestLibraryContent: StateFlow<Map<UUID, List<Media>>>

core/data/src/main/java/hu/bbara/purefin/core/data/InMemoryAppContentRepository.kt

@@ -58,6 +58,9 @@ class InMemoryAppContentRepository @Inject constructor(
     private val _libraries: MutableStateFlow<List<Library>> = MutableStateFlow(emptyList())
 
     override val libraries: StateFlow<List<Library>> = _libraries.asStateFlow()
+    private val _suggestions: MutableStateFlow<List<Media>> = MutableStateFlow(emptyList())
+
+    override val suggestions: StateFlow<List<Media>> = _suggestions.asStateFlow()
     private val _continueWatching: MutableStateFlow<List<Media>> = MutableStateFlow(emptyList())
 
     override val continueWatching: StateFlow<List<Media>> = _continueWatching.asStateFlow()
@@ -92,6 +95,9 @@ class InMemoryAppContentRepository @Inject constructor(
 
     private suspend fun loadFromCache() {
         val cache = homeCacheDataStore.data.first()
+        if (cache.suggestions.isNotEmpty()) {
+            _suggestions.value = cache.suggestions.mapNotNull { it.toMedia() }
+        }
         if (cache.continueWatching.isNotEmpty()) {
             _continueWatching.value = cache.continueWatching.mapNotNull { it.toMedia() }
         }
@@ -108,6 +114,7 @@ class InMemoryAppContentRepository @Inject constructor(
 
     private suspend fun persistHomeCache() {
         val cache = HomeCache(
+            suggestions = _suggestions.value.map { it.toCachedItem() },
             continueWatching = _continueWatching.value.map { it.toCachedItem() },
             nextUp = _nextUp.value.map { it.toCachedItem() },
             latestLibraryContent = _latestLibraryContent.value.map { (uuid, items) ->
@@ -150,6 +157,7 @@ class InMemoryAppContentRepository @Inject constructor(
         contentRepositoryReady.value = true
         loadJob?.cancel()
         loadJob = scope.launch {
+            loadSuggestions()
             loadContinueWatching()
             loadNextUp()
             loadLatestLibraryContent()
@@ -228,6 +236,36 @@ class InMemoryAppContentRepository @Inject constructor(
         return updatedSeries
     }
 
+    suspend fun loadSuggestions() {
+        val suggestionsItems = runCatching { jellyfinApiClient.getSuggestions() }
+            .getOrElse { error ->
+                Log.w(TAG, "Unable to load suggestions", error)
+                return
+            }
+        val items = suggestionsItems.mapNotNull { item ->
+            when (item.type) {
+                BaseItemKind.MOVIE -> Media.MovieMedia(movieId = item.id)
+                BaseItemKind.EPISODE -> Media.EpisodeMedia(
+                    episodeId = item.id,
+                    seriesId = item.seriesId!!
+                )
+                else -> throw UnsupportedOperationException("Unsupported item type: ${item.type}")
+            }
+        }
+        _suggestions.value = items
+
+        //Load episodes, Movies are already loaded at this point
+        suggestionsItems.forEach { item ->
+            when (item.type) {
+                BaseItemKind.EPISODE -> {
+                    val episode = item.toEpisode(serverUrl())
+                    mediaRepository.upsertEpisodes(listOf(episode))
+                }
+                else -> { /* Do nothing */ }
+            }
+        }
+    }
+
     suspend fun loadContinueWatching() {
         val continueWatchingItems = runCatching { jellyfinApiClient.getContinueWatching() }
             .getOrElse { error ->
@@ -337,6 +375,7 @@ class InMemoryAppContentRepository @Inject constructor(
                 val isOnline = networkMonitor.isOnline.first()
                 if (!isOnline) return@runCatching
                 loadLibraries()
+                loadSuggestions()
                 loadContinueWatching()
                 loadNextUp()
                 loadLatestLibraryContent()

core/data/src/main/java/hu/bbara/purefin/core/data/cache/HomeCache.kt

@@ -11,6 +11,7 @@ data class CachedMediaItem(
 
 @Serializable
 data class HomeCache(
+    val suggestions: List<CachedMediaItem> = emptyList(),
     val continueWatching: List<CachedMediaItem> = emptyList(),
     val nextUp: List<CachedMediaItem> = emptyList(),
     val latestLibraryContent: Map<String, List<CachedMediaItem>> = emptyMap()

core/data/src/main/java/hu/bbara/purefin/core/data/client/JellyfinApiClient.kt

@@ -12,6 +12,7 @@ import org.jellyfin.sdk.api.client.extensions.authenticateUserByName
 import org.jellyfin.sdk.api.client.extensions.itemsApi
 import org.jellyfin.sdk.api.client.extensions.mediaInfoApi
 import org.jellyfin.sdk.api.client.extensions.playStateApi
+import org.jellyfin.sdk.api.client.extensions.suggestionsApi
 import org.jellyfin.sdk.api.client.extensions.tvShowsApi
 import org.jellyfin.sdk.api.client.extensions.userApi
 import org.jellyfin.sdk.api.client.extensions.userLibraryApi
@@ -25,6 +26,7 @@ import org.jellyfin.sdk.model.api.BaseItemKind
 import org.jellyfin.sdk.model.api.CollectionType
 import org.jellyfin.sdk.model.api.ItemFields
 import org.jellyfin.sdk.model.api.MediaSourceInfo
+import org.jellyfin.sdk.model.api.MediaType
 import org.jellyfin.sdk.model.api.PlayMethod
 import org.jellyfin.sdk.model.api.PlaybackInfoDto
 import org.jellyfin.sdk.model.api.PlaybackInfoResponse
@@ -137,6 +139,25 @@ class JellyfinApiClient @Inject constructor(
         response.content.items
     }
 
+    suspend fun getSuggestions(): List<BaseItemDto> = withContext(Dispatchers.IO) {
+        if (!ensureConfigured()) {
+            return@withContext emptyList()
+        }
+        val userId = getUserId()
+        if (userId == null) {
+            return@withContext emptyList()
+        }
+        val response = api.suggestionsApi.getSuggestions(
+            userId = userId,
+            mediaType = listOf(MediaType.VIDEO),
+            type = listOf(BaseItemKind.MOVIE, BaseItemKind.SERIES),
+            limit = 8,
+            enableTotalRecordCount = true
+        )
+        Log.d("getSuggestions", response.content.toString())
+        response.content.items
+    }
+
     suspend fun getContinueWatching(): List<BaseItemDto> = withContext(Dispatchers.IO) {
         if (!ensureConfigured()) {
             return@withContext emptyList()

feature/shared/src/main/java/hu/bbara/purefin/feature/shared/home/AppViewModel.kt

@@ -39,12 +39,6 @@ class AppViewModel @Inject constructor(
     private val _isRefreshing = MutableStateFlow(false)
     val isRefreshing: StateFlow<Boolean> = _isRefreshing.asStateFlow()
 
-    private val _url = userSessionRepository.serverUrl.stateIn(
-        scope = viewModelScope,
-        started = SharingStarted.Eagerly,
-        initialValue = ""
-    )
-
     val libraries = appContentRepository.libraries.map { libraries ->
         libraries.map {
             LibraryItem(
@@ -61,6 +55,32 @@ class AppViewModel @Inject constructor(
         }
     }.stateIn(viewModelScope, SharingStarted.WhileSubscribed(5_000), emptyList())
 
+    val suggestions = combine(
+        appContentRepository.suggestions,
+        appContentRepository.movies,
+        appContentRepository.series,
+        appContentRepository.episodes
+    ) { list, moviesMap, seriesMap, episodesMap ->
+        list.mapNotNull { media ->
+            when (media) {
+                is Media.MovieMedia -> moviesMap[media.movieId]?.let {
+                    SuggestedMovie(movie = it)
+                }
+                is Media.SeriesMedia -> seriesMap[media.seriesId]?.let {
+                    SuggestedSeries(series = it)
+                }
+                is Media.EpisodeMedia -> episodesMap[media.episodeId]?.let {
+                    SuggestedEpisode(episode = it)
+                }
+                else -> null
+            }
+        }.distinctBy { it.id }
+    }.stateIn(
+        scope = viewModelScope,
+        started = SharingStarted.WhileSubscribed(5_000),
+        initialValue = emptyList()
+    )
+
     val continueWatching = combine(
         appContentRepository.continueWatching,
         appContentRepository.movies,

feature/shared/src/main/java/hu/bbara/purefin/feature/shared/home/HomeModels.kt

@@ -7,6 +7,76 @@ import org.jellyfin.sdk.model.UUID
 import org.jellyfin.sdk.model.api.BaseItemKind
 import org.jellyfin.sdk.model.api.CollectionType
 
+
+sealed interface SuggestedItem {
+    val id: UUID
+    val badge: String
+    val title: String
+    val supportingText: String
+    val description: String
+    val metadata: List<String>
+    val imageUrl: String
+    val ctaLabel: String
+    val progress: Float?
+    val type: BaseItemKind
+}
+
+data class SuggestedEpisode (
+    val episode: Episode,
+    override val badge: String = "",
+    override val supportingText: String = listOf("Episode ${episode.index}", episode.runtime)
+        .filter { it.isNotBlank() }
+        .joinToString(" • "),
+    override val metadata: List<String> =
+        listOf(episode.releaseDate, episode.runtime, episode.rating, episode.format)
+            .filter { it.isNotBlank() },
+    override val ctaLabel: String = "Open",
+    override val progress: Float? = episode.progress?.toFloat(),
+    override val type: BaseItemKind = BaseItemKind.EPISODE,
+    override val id: UUID = episode.id,
+    override val title: String = episode.title,
+    override val description: String = episode.synopsis,
+    override val imageUrl: String = episode.heroImageUrl
+) : SuggestedItem
+
+data class SuggestedSeries (
+    val series: Series,
+    override val badge: String = "",
+    override val supportingText: String =
+        if (series.unwatchedEpisodeCount > 0) {
+            "${series.unwatchedEpisodeCount} unwatched episodes"
+        } else {
+            "${series.seasonCount} seasons"
+        },
+    override val metadata: List<String> =
+        listOf(series.year, "${series.seasonCount} seasons").filter { it.isNotBlank() },
+    override val ctaLabel: String = "Open",
+    override val progress: Float? = null,
+    override val type: BaseItemKind = BaseItemKind.SERIES,
+    override val id: UUID = series.id,
+    override val title: String = series.name,
+    override val description: String = series.synopsis,
+    override val imageUrl: String = series.heroImageUrl
+) : SuggestedItem
+
+data class SuggestedMovie (
+    val movie: Movie,
+    override val badge: String = "",
+    override val supportingText: String = listOf(movie.year, movie.runtime)
+        .filter { it.isNotBlank() }
+        .joinToString(" • "),
+    override val metadata: List<String> =
+        listOf(movie.year, movie.runtime, movie.rating, movie.format)
+            .filter { it.isNotBlank() },
+    override val ctaLabel: String = "Open",
+    override val progress: Float? = movie.progress?.toFloat(),
+    override val type: BaseItemKind = BaseItemKind.MOVIE,
+    override val id: UUID = movie.id,
+    override val title: String = movie.title,
+    override val description: String = movie.synopsis,
+    override val imageUrl: String = movie.heroImageUrl
+) : SuggestedItem
+
 data class ContinueWatchingItem(
     val type: BaseItemKind,
     val movie: Movie? = null,