diff --git a/.vscode/settings.json b/.vscode/settings.json
index cbac779..660eb93 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,4 +1,3 @@
 {
-    "rust-analyzer.hover.actions.references.enable": true,
     "rust-analyzer.check.command": "clippy"
 }
\ No newline at end of file
diff --git a/Cargo.toml b/Cargo.toml
index 872922e..0ba3d03 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -7,33 +7,33 @@ edition = "2021"
 # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
 
 [dependencies]
-serde_json = "1.0.95"
-serde = { version = "1.0.159", features = ["derive"] }
-regex = "1.7.3"
+serde_json = "1.0.102"
+serde = { version = "1.0.171", features = ["derive"] }
+regex = "1.9.1"
 urlencoding = "2.1.2"
 sqlx = { version = "0.6.3", features = ["runtime-tokio-rustls", "sqlite", "offline"] }
-meilisearch-sdk = "0.23.0"
-words-count = "0.1.4"
+meilisearch-sdk = "0.23.2"
+words-count = "0.1.5"
 html-escape = "0.2.13"
 piston_rs = "0.4.3"
-async-trait = "0.1.68"
+async-trait = "0.1.71"
 duplicate = "1.0.0"
-base64 = "0.21.0"
-once_cell = "1.17.1"
+base64 = "0.21.2"
+once_cell = "1.18.0"
 color-eyre = "0.6.2"
-tracing-subscriber = { version = "0.3.16", features = ["env-filter"] }
+tracing-subscriber = { version = "0.3.17", features = ["env-filter"] }
 tracing = "0.1.37"
 tracing-error = "0.2.0"
-toml = "0.7.3"
-url = "2.3.1"
+toml = "0.7.6"
+url = "2.4.0"
 fastrand = "1.9.0"
-openai = "1.0.0-alpha.8"
+openai = { git = "https://github.com/rellfy/openai", rev = "280cf412581d6c5b8e239ce19ae647b877e01838" }
 sysinfo = "0.28.4"
 
 [dependencies.reqwest]
 default-features = false
 features = ["rustls-tls", "json"]
-version = "0.11.16"
+version = "0.11.18"
 
 [dependencies.serenity]
 git = "https://github.com/serenity-rs/serenity"
@@ -43,10 +43,10 @@ features = ["client", "unstable_discord_api", "gateway", "rustls_backend", "mode
 #version = "0.10.10"
 
 [dependencies.tokio]
-version = "1.27.0"
+version = "1.29.1"
 features = ["macros", "rt-multi-thread", "process"]
 
 
 [dependencies.anyhow]
-version = "1.0.70"
+version = "1.0.71"
 features = ["backtrace"]
diff --git a/rust-toolchain.toml b/rust-toolchain.toml
index 5d56faf..56f033b 100644
--- a/rust-toolchain.toml
+++ b/rust-toolchain.toml
@@ -1,2 +1,2 @@
 [toolchain]
-channel = "nightly"
+channel = "nightly-2023-06-27"
diff --git a/src/utils/index_threads.rs b/src/utils/index_threads.rs
index dce97de..0df558a 100644
--- a/src/utils/index_threads.rs
+++ b/src/utils/index_threads.rs
@@ -22,6 +22,7 @@ pub struct Thread {
     pub author_id: u64,
     pub id: u64,
     pub guild_id: u64,
+
     pub parent_channel_id: u64,
     pub timestamp: i64,
     pub date: Timestamp,
@@ -72,8 +73,10 @@ pub async fn index_thread_messages(
             .await?
             .user
             .face();
+
         // Get tags
         // TODO: How to optimize this, and better visualize this problem in mind, ask Thomas.
+        // IDEA: Map available_tags into a hashmap, id to key and tag to value.
         let thread_available_tags = thread_parent_channel_id
             .to_channel(&ctx.http)
             .await?