diff --git a/benches/tag.rs b/benches/tag.rs
index f539f124..d9ecbf46 100644
--- a/benches/tag.rs
+++ b/benches/tag.rs
@@ -53,7 +53,7 @@ fn bench_get_post_tags(c: &mut Criterion) {
         &[user_id, post_id],
         |b, &params| {
             b.to_async(&rt).iter(|| async {
-                let profile = TagPost::get_by_id(params[0], Some(params[1]), None, None)
+                let profile = TagPost::get_by_id(params[0], params[1], None, None)
                     .await
                     .unwrap();
                 criterion::black_box(profile);
diff --git a/docs/images/pubky-nexus-arch.png b/docs/images/pubky-nexus-arch.png
index 656e0dd0..22c07489 100644
Binary files a/docs/images/pubky-nexus-arch.png and b/docs/images/pubky-nexus-arch.png differ
diff --git a/src/models/post/view.rs b/src/models/post/view.rs
index 0f292197..bffb74e4 100644
--- a/src/models/post/view.rs
+++ b/src/models/post/view.rs
@@ -3,15 +3,13 @@ use utoipa::ToSchema;
 
 use super::{Bookmark, PostCounts, PostDetails, PostRelationships};
 use crate::models::tag::post::TagPost;
-use crate::models::tag::traits::TagCollection;
-use crate::models::tag::TagDetails;
 
 /// Represents a Pubky user with relational data including tags, counts, and relationship with a viewer.
 #[derive(Serialize, Deserialize, ToSchema, Default)]
 pub struct PostView {
     pub details: PostDetails,
     pub counts: PostCounts,
-    pub tags: Vec<TagDetails>,
+    pub tags: TagPost,
     pub relationships: PostRelationships,
     pub bookmark: Option<Bookmark>,
 }
@@ -31,7 +29,7 @@ impl PostView {
             PostCounts::get_by_id(author_id, post_id),
             Bookmark::get_by_id(author_id, post_id, viewer_id),
             PostRelationships::get_by_id(author_id, post_id),
-            TagPost::get_by_id(author_id, Some(post_id), max_tags, max_taggers),
+            TagPost::get_by_id(author_id, post_id, max_tags, max_taggers),
         )?;
 
         let details = match details {
diff --git a/src/models/tag/post.rs b/src/models/tag/post.rs
index adc7c457..e9f78eae 100644
--- a/src/models/tag/post.rs
+++ b/src/models/tag/post.rs
@@ -1,15 +1,26 @@
-use crate::RedisOps;
+use crate::db::kv::index::sorted_sets::Sorting;
+use crate::models::tag::details::TagDetails;
+use crate::queries;
+use crate::{db::connectors::neo4j::get_neo4j_graph, RedisOps};
 use axum::async_trait;
 use serde::{Deserialize, Serialize};
+use std::error::Error;
+use std::ops::Deref;
 use utoipa::ToSchema;
 
-use super::traits::TagCollection;
-
 const POST_TAGS_KEY_PARTS: [&str; 2] = ["Posts", "Tag"];
 
 #[derive(Serialize, Deserialize, Debug, Clone, ToSchema, Default)]
-pub struct TagPost;
+pub struct TagPost(Vec<TagDetails>);
+
+// Implement Deref so TagList can be used like Vec<String>
+impl Deref for TagPost {
+    type Target = Vec<TagDetails>;
 
+    fn deref(&self) -> &Self::Target {
+        &self.0
+    }
+}
 #[async_trait]
 impl RedisOps for TagPost {
     async fn prefix() -> String {
@@ -17,8 +28,92 @@ impl RedisOps for TagPost {
     }
 }
 
-impl TagCollection for TagPost {
-    fn get_tag_prefix<'a>() -> [&'a str; 2] {
-        POST_TAGS_KEY_PARTS
+impl TagPost {
+    fn create_set_key_parts<'a>(user_id: &'a str, post_id: &'a str) -> Vec<&'a str> {
+        [&POST_TAGS_KEY_PARTS[..], &[user_id, post_id]].concat()
+    }
+
+    pub async fn get_by_id(
+        user_id: &str,
+        post_id: &str,
+        limit_tags: Option<usize>,
+        limit_taggers: Option<usize>,
+    ) -> Result<Option<TagPost>, Box<dyn std::error::Error + Send + Sync>> {
+        // TODO: Not sure if this is the place to do or in the endpoint
+        let limit_tags = limit_tags.unwrap_or(5);
+        let limit_taggers = limit_taggers.unwrap_or(5);
+        match Self::try_from_index(user_id, post_id, limit_tags, limit_taggers).await? {
+            Some(counts) => Ok(Some(counts)),
+            None => Self::get_from_graph(user_id, post_id).await,
+        }
+    }
+
+    async fn try_from_index(
+        user_id: &str,
+        post_id: &str,
+        limit_tags: usize,
+        limit_taggers: usize,
+    ) -> Result<Option<TagPost>, Box<dyn std::error::Error + Send + Sync>> {
+        let key_parts = Self::create_set_key_parts(user_id, post_id);
+        match Self::try_from_index_sorted_set(
+            &key_parts,
+            None,
+            None,
+            None,
+            Some(limit_tags),
+            Sorting::Descending,
+        )
+        .await?
+        {
+            Some(tag_scores) => {
+                let mut tags = Vec::with_capacity(limit_tags);
+                for (label, _) in tag_scores.iter() {
+                    tags.push(format!("{}:{}:{}", user_id, post_id, label));
+                }
+                let tags_ref: Vec<&str> = tags.iter().map(|label| label.as_str()).collect();
+                let taggers = Self::try_from_multiple_sets(&tags_ref, Some(limit_taggers)).await?;
+                let tag_details_list = TagDetails::from_index(tag_scores, taggers);
+                Ok(Some(TagPost(tag_details_list)))
+            }
+            None => Ok(None),
+        }
+    }
+
+    pub async fn get_from_graph(
+        user_id: &str,
+        post_id: &str,
+    ) -> Result<Option<TagPost>, Box<dyn std::error::Error + Send + Sync>> {
+        let mut result;
+        {
+            // We cannot use LIMIT clause because we need all data related
+            let query = queries::read::post_tags(user_id, post_id);
+            let graph = get_neo4j_graph()?;
+
+            let graph = graph.lock().await;
+            result = graph.execute(query).await?;
+        }
+
+        if let Some(row) = result.next().await? {
+            let user_exists: bool = row.get("post_exists").unwrap_or(false);
+            if user_exists {
+                let tagged_from: TagPost = row.get("post_tags").unwrap_or_default();
+                Self::add_to_label_sorted_set(user_id, post_id, &tagged_from).await?;
+                return Ok(Some(tagged_from));
+            }
+        }
+        Ok(None)
+    }
+
+    async fn add_to_label_sorted_set(
+        user_id: &str,
+        post_id: &str,
+        tags: &[TagDetails],
+    ) -> Result<(), Box<dyn Error + Send + Sync>> {
+        let (tag_scores, (labels, taggers)) = TagDetails::process_tag_details(tags);
+
+        let key_parts = Self::create_set_key_parts(user_id, post_id);
+        Self::put_index_sorted_set(&key_parts, tag_scores.as_slice()).await?;
+
+        Self::put_multiple_set_indexes(&[user_id, post_id], &labels, &taggers).await
     }
 }
diff --git a/src/models/tag/user.rs b/src/models/tag/user.rs
index f5146d2e..fcd7e668 100644
--- a/src/models/tag/user.rs
+++ b/src/models/tag/user.rs
@@ -7,6 +7,7 @@ use super::traits::TagCollection;
 
 const USER_TAGS_KEY_PARTS: [&str; 2] = ["Users", "Tag"];
 
+// Define a newtype wrapper
 #[derive(Serialize, Deserialize, Debug, Clone, ToSchema, Default)]
 pub struct TagUser;
 
diff --git a/src/reindex.rs b/src/reindex.rs
index 341de0d6..db4eefa6 100644
--- a/src/reindex.rs
+++ b/src/reindex.rs
@@ -89,7 +89,7 @@ pub async fn reindex_post(
         PostDetails::get_from_graph(author_id, post_id),
         PostCounts::get_from_graph(author_id, post_id),
         PostRelationships::get_from_graph(author_id, post_id),
-        TagPost::get_from_graph(author_id, Some(post_id))
+        TagPost::get_from_graph(author_id, post_id)
     )?;
 
     Ok(())
diff --git a/src/routes/v0/post/tags.rs b/src/routes/v0/post/tags.rs
index 2bb83dc8..2b4ca5ce 100644
--- a/src/routes/v0/post/tags.rs
+++ b/src/routes/v0/post/tags.rs
@@ -1,5 +1,4 @@
 use crate::models::tag::post::TagPost;
-use crate::models::tag::traits::TagCollection;
 use crate::models::tag::TagDetails;
 use crate::routes::v0::endpoints::POST_TAGS_ROUTE;
 use crate::routes::v0::TagsQuery;
@@ -28,19 +27,12 @@ use utoipa::OpenApi;
 pub async fn post_tags_handler(
     Path((user_id, post_id)): Path<(String, String)>,
     Query(query): Query<TagsQuery>,
-) -> Result<Json<Vec<TagDetails>>> {
+) -> Result<Json<TagPost>> {
     info!(
         "GET {POST_TAGS_ROUTE} user_id:{}, post_id: {}, limit_tags:{:?}, limit_taggers:{:?}",
         user_id, post_id, query.limit_tags, query.limit_taggers
     );
-    match TagPost::get_by_id(
-        &user_id,
-        Some(&post_id),
-        query.limit_tags,
-        query.limit_taggers,
-    )
-    .await
-    {
+    match TagPost::get_by_id(&user_id, &post_id, query.limit_tags, query.limit_taggers).await {
         Ok(Some(tags)) => Ok(Json(tags)),
         Ok(None) => Err(Error::UserNotFound { user_id }),
         Err(source) => Err(Error::InternalServerError { source }),
@@ -48,5 +40,5 @@ pub async fn post_tags_handler(
 }
 
 #[derive(OpenApi)]
-#[openapi(paths(post_tags_handler), components(schemas(TagDetails)))]
+#[openapi(paths(post_tags_handler), components(schemas(TagPost, TagDetails)))]
 pub struct PostTagsApiDoc;