diff --git a/backend/endpoints/v1/documents/index.js b/backend/endpoints/v1/documents/index.js
index db4c56e..8ac7179 100644
--- a/backend/endpoints/v1/documents/index.js
+++ b/backend/endpoints/v1/documents/index.js
@@ -409,7 +409,6 @@ function documentEndpoints(app) {
           method,
           query
         );
-
         response.status(200).json({ fragments, error });
       } catch (e) {
         console.log(e.message, e);
diff --git a/backend/endpoints/v1/workspaces/index.js b/backend/endpoints/v1/workspaces/index.js
index 9b3d557..c665ca2 100644
--- a/backend/endpoints/v1/workspaces/index.js
+++ b/backend/endpoints/v1/workspaces/index.js
@@ -305,7 +305,7 @@ function workspaceEndpoints(app) {
           documents: "countForEntity",
           vectors: "calcVectors",
           "cache-size": "calcVectorCache",
-          "dimensions": "calcDimensions",
+          dimensions: "calcDimensions",
         };
 
         if (!Object.keys(methods).includes(statistic)) {
diff --git a/backend/models/organization.js b/backend/models/organization.js
index 5b1b651..4fb8075 100644
--- a/backend/models/organization.js
+++ b/backend/models/organization.js
@@ -16,17 +16,21 @@ const Organization = {
           organization: null,
           message: "No Organization name provided.",
         };
-      var slug = slugify(orgName, { lower: true });
+
+      // If the new name contains bad characters
+      // replace them with spaces and continue creation.
+      const newOrgName = orgName.replace(/[:\.,<>@]/g, " ");
+      var slug = slugify(newOrgName, { lower: true });
 
       const existingBySlug = await this.get({ slug });
       if (!!existingBySlug) {
         const slugSeed = Math.floor(10000000 + Math.random() * 90000000);
-        slug = slugify(`${orgName}-${slugSeed}`, { lower: true });
+        slug = slugify(`${newOrgName}-${slugSeed}`, { lower: true });
       }
 
       const organization = await prisma.organizations.create({
         data: {
-          name: orgName,
+          name: newOrgName,
           slug,
           uuid: this.makeKey(),
         },
diff --git a/backend/models/workspaceDocument.js b/backend/models/workspaceDocument.js
index 39a6813..c253362 100644
--- a/backend/models/workspaceDocument.js
+++ b/backend/models/workspaceDocument.js
@@ -170,9 +170,8 @@ const WorkspaceDocument = {
         include: { organization: true },
       });
 
-
       const connector = await OrganizationConnection.get({
-        organization_id: workspace.organization.id
+        organization_id: workspace.organization.id,
       });
 
       const vectorDb = selectConnector(connector);
@@ -204,7 +203,6 @@ const WorkspaceDocument = {
       return 0;
     }
   },
-
 };
 
 module.exports.WorkspaceDocument = WorkspaceDocument;
diff --git a/backend/storage/settings.json b/backend/storage/settings.json
index afc8999..98f127d 100644
--- a/backend/storage/settings.json
+++ b/backend/storage/settings.json
@@ -1,468 +1,4 @@
 {
-  "_prisma_migrations": {
-    "slug": "_prisma_migrations",
-    "table": {
-      "name": "_prisma_migrations",
-      "pk": "id",
-      "verbose": "_prisma_migrations"
-    },
-    "columns": [
-      {
-        "name": "id",
-        "verbose": "id",
-        "control": {
-          "text": true
-        },
-        "type": "varchar(36)",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "checksum",
-        "verbose": "checksum",
-        "control": {
-          "text": true
-        },
-        "type": "varchar(64)",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "finished_at",
-        "verbose": "finished_at",
-        "control": {
-          "text": true
-        },
-        "type": "timestamp",
-        "allowNull": true,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "migration_name",
-        "verbose": "migration_name",
-        "control": {
-          "text": true
-        },
-        "type": "varchar(255)",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "logs",
-        "verbose": "logs",
-        "control": {
-          "text": true
-        },
-        "type": "text",
-        "allowNull": true,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "rolled_back_at",
-        "verbose": "rolled_back_at",
-        "control": {
-          "text": true
-        },
-        "type": "timestamp",
-        "allowNull": true,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "started_at",
-        "verbose": "started_at",
-        "control": {
-          "text": true
-        },
-        "type": "timestamp",
-        "allowNull": false,
-        "defaultValue": "now()",
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "applied_steps_count",
-        "verbose": "applied_steps_count",
-        "control": {
-          "text": true
-        },
-        "type": "integer",
-        "allowNull": false,
-        "defaultValue": "0",
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      }
-    ],
-    "mainview": {
-      "show": true
-    },
-    "listview": {
-      "order": {},
-      "page": 25
-    },
-    "editview": {
-      "readonly": false
-    }
-  },
-  "system_settings": {
-    "slug": "system_settings",
-    "table": {
-      "name": "system_settings",
-      "pk": "id",
-      "verbose": "system_settings"
-    },
-    "columns": [
-      {
-        "name": "id",
-        "verbose": "id",
-        "control": {
-          "text": true
-        },
-        "type": "integer",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "label",
-        "verbose": "label",
-        "control": {
-          "text": true
-        },
-        "type": "text",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "value",
-        "verbose": "value",
-        "control": {
-          "text": true
-        },
-        "type": "text",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "createdAt",
-        "verbose": "createdAt",
-        "control": {
-          "text": true
-        },
-        "type": "timestamp",
-        "allowNull": false,
-        "defaultValue": "CURRENT_TIMESTAMP",
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "lastUpdatedAt",
-        "verbose": "lastUpdatedAt",
-        "control": {
-          "text": true
-        },
-        "type": "timestamp",
-        "allowNull": false,
-        "defaultValue": "CURRENT_TIMESTAMP",
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      }
-    ],
-    "mainview": {
-      "show": true
-    },
-    "listview": {
-      "order": {},
-      "page": 25
-    },
-    "editview": {
-      "readonly": false
-    }
-  },
-  "users": {
-    "slug": "users",
-    "table": {
-      "name": "users",
-      "pk": "id",
-      "verbose": "users"
-    },
-    "columns": [
-      {
-        "name": "id",
-        "verbose": "id",
-        "control": {
-          "text": true
-        },
-        "type": "integer",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "email",
-        "verbose": "email",
-        "control": {
-          "text": true
-        },
-        "type": "text",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "password",
-        "verbose": "password",
-        "control": {
-          "text": true
-        },
-        "type": "text",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "role",
-        "verbose": "role",
-        "control": {
-          "text": true
-        },
-        "type": "text",
-        "allowNull": false,
-        "defaultValue": "'default'::text",
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "createdAt",
-        "verbose": "createdAt",
-        "control": {
-          "text": true
-        },
-        "type": "timestamp",
-        "allowNull": false,
-        "defaultValue": "CURRENT_TIMESTAMP",
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "lastUpdatedAt",
-        "verbose": "lastUpdatedAt",
-        "control": {
-          "text": true
-        },
-        "type": "timestamp",
-        "allowNull": false,
-        "defaultValue": "CURRENT_TIMESTAMP",
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      }
-    ],
-    "mainview": {
-      "show": true
-    },
-    "listview": {
-      "order": {},
-      "page": 25
-    },
-    "editview": {
-      "readonly": false
-    }
-  },
-  "organization_users": {
-    "slug": "organization_users",
-    "table": {
-      "name": "organization_users",
-      "pk": "id",
-      "verbose": "organization_users"
-    },
-    "columns": [
-      {
-        "name": "id",
-        "verbose": "id",
-        "control": {
-          "text": true
-        },
-        "type": "integer",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "user_id",
-        "verbose": "user_id",
-        "control": {
-          "text": true
-        },
-        "type": "integer",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "organization_id",
-        "verbose": "organization_id",
-        "control": {
-          "text": true
-        },
-        "type": "integer",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "createdAt",
-        "verbose": "createdAt",
-        "control": {
-          "text": true
-        },
-        "type": "timestamp",
-        "allowNull": false,
-        "defaultValue": "CURRENT_TIMESTAMP",
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "lastUpdatedAt",
-        "verbose": "lastUpdatedAt",
-        "control": {
-          "text": true
-        },
-        "type": "timestamp",
-        "allowNull": false,
-        "defaultValue": "CURRENT_TIMESTAMP",
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      }
-    ],
-    "mainview": {
-      "show": true
-    },
-    "listview": {
-      "order": {},
-      "page": 25
-    },
-    "editview": {
-      "readonly": false
-    }
-  },
   "organizations": {
     "slug": "organizations",
     "table": {
@@ -795,6 +331,154 @@
       "readonly": false
     }
   },
+  "organization_workspaces": {
+    "slug": "organization_workspaces",
+    "table": {
+      "name": "organization_workspaces",
+      "pk": "id",
+      "verbose": "organization_workspaces"
+    },
+    "columns": [
+      {
+        "name": "id",
+        "verbose": "id",
+        "control": {
+          "text": true
+        },
+        "type": "integer",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "name",
+        "verbose": "name",
+        "control": {
+          "text": true
+        },
+        "type": "text",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "slug",
+        "verbose": "slug",
+        "control": {
+          "text": true
+        },
+        "type": "text",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "uuid",
+        "verbose": "uuid",
+        "control": {
+          "text": true
+        },
+        "type": "text",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "fname",
+        "verbose": "fname",
+        "control": {
+          "text": true
+        },
+        "type": "text",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "organization_id",
+        "verbose": "organization_id",
+        "control": {
+          "text": true
+        },
+        "type": "integer",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "createdAt",
+        "verbose": "createdAt",
+        "control": {
+          "text": true
+        },
+        "type": "timestamp",
+        "allowNull": false,
+        "defaultValue": "CURRENT_TIMESTAMP",
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "lastUpdatedAt",
+        "verbose": "lastUpdatedAt",
+        "control": {
+          "text": true
+        },
+        "type": "timestamp",
+        "allowNull": false,
+        "defaultValue": "CURRENT_TIMESTAMP",
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      }
+    ],
+    "mainview": {
+      "show": true
+    },
+    "listview": {
+      "order": {},
+      "page": 25
+    },
+    "editview": {
+      "readonly": false
+    }
+  },
   "workspace_documents": {
     "slug": "workspace_documents",
     "table": {
@@ -1075,6 +759,222 @@
       "readonly": false
     }
   },
+  "users": {
+    "slug": "users",
+    "table": {
+      "name": "users",
+      "pk": "id",
+      "verbose": "users"
+    },
+    "columns": [
+      {
+        "name": "id",
+        "verbose": "id",
+        "control": {
+          "text": true
+        },
+        "type": "integer",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "email",
+        "verbose": "email",
+        "control": {
+          "text": true
+        },
+        "type": "text",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "password",
+        "verbose": "password",
+        "control": {
+          "text": true
+        },
+        "type": "text",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "role",
+        "verbose": "role",
+        "control": {
+          "text": true
+        },
+        "type": "text",
+        "allowNull": false,
+        "defaultValue": "'default'::text",
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "createdAt",
+        "verbose": "createdAt",
+        "control": {
+          "text": true
+        },
+        "type": "timestamp",
+        "allowNull": false,
+        "defaultValue": "CURRENT_TIMESTAMP",
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "lastUpdatedAt",
+        "verbose": "lastUpdatedAt",
+        "control": {
+          "text": true
+        },
+        "type": "timestamp",
+        "allowNull": false,
+        "defaultValue": "CURRENT_TIMESTAMP",
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      }
+    ],
+    "mainview": {
+      "show": true
+    },
+    "listview": {
+      "order": {},
+      "page": 25
+    },
+    "editview": {
+      "readonly": false
+    }
+  },
+  "system_settings": {
+    "slug": "system_settings",
+    "table": {
+      "name": "system_settings",
+      "pk": "id",
+      "verbose": "system_settings"
+    },
+    "columns": [
+      {
+        "name": "id",
+        "verbose": "id",
+        "control": {
+          "text": true
+        },
+        "type": "integer",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "label",
+        "verbose": "label",
+        "control": {
+          "text": true
+        },
+        "type": "text",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "value",
+        "verbose": "value",
+        "control": {
+          "text": true
+        },
+        "type": "text",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "createdAt",
+        "verbose": "createdAt",
+        "control": {
+          "text": true
+        },
+        "type": "timestamp",
+        "allowNull": false,
+        "defaultValue": "CURRENT_TIMESTAMP",
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "lastUpdatedAt",
+        "verbose": "lastUpdatedAt",
+        "control": {
+          "text": true
+        },
+        "type": "timestamp",
+        "allowNull": false,
+        "defaultValue": "CURRENT_TIMESTAMP",
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      }
+    ],
+    "mainview": {
+      "show": true
+    },
+    "listview": {
+      "order": {},
+      "page": 25
+    },
+    "editview": {
+      "readonly": false
+    }
+  },
   "jobs": {
     "slug": "jobs",
     "table": {
@@ -1239,154 +1139,6 @@
       "readonly": false
     }
   },
-  "organization_workspaces": {
-    "slug": "organization_workspaces",
-    "table": {
-      "name": "organization_workspaces",
-      "pk": "id",
-      "verbose": "organization_workspaces"
-    },
-    "columns": [
-      {
-        "name": "id",
-        "verbose": "id",
-        "control": {
-          "text": true
-        },
-        "type": "integer",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "name",
-        "verbose": "name",
-        "control": {
-          "text": true
-        },
-        "type": "text",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "slug",
-        "verbose": "slug",
-        "control": {
-          "text": true
-        },
-        "type": "text",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "uuid",
-        "verbose": "uuid",
-        "control": {
-          "text": true
-        },
-        "type": "text",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "organization_id",
-        "verbose": "organization_id",
-        "control": {
-          "text": true
-        },
-        "type": "integer",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "createdAt",
-        "verbose": "createdAt",
-        "control": {
-          "text": true
-        },
-        "type": "timestamp",
-        "allowNull": false,
-        "defaultValue": "CURRENT_TIMESTAMP",
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "lastUpdatedAt",
-        "verbose": "lastUpdatedAt",
-        "control": {
-          "text": true
-        },
-        "type": "timestamp",
-        "allowNull": false,
-        "defaultValue": "CURRENT_TIMESTAMP",
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      },
-      {
-        "name": "fname",
-        "verbose": "fname",
-        "control": {
-          "text": true
-        },
-        "type": "text",
-        "allowNull": false,
-        "defaultValue": null,
-        "listview": {
-          "show": true
-        },
-        "editview": {
-          "show": true
-        }
-      }
-    ],
-    "mainview": {
-      "show": true
-    },
-    "listview": {
-      "order": {},
-      "page": 25
-    },
-    "editview": {
-      "readonly": false
-    }
-  },
   "organization_notifications": {
     "slug": "organization_notifications",
     "table": {
@@ -1551,6 +1303,106 @@
       "readonly": false
     }
   },
+  "organization_users": {
+    "slug": "organization_users",
+    "table": {
+      "name": "organization_users",
+      "pk": "id",
+      "verbose": "organization_users"
+    },
+    "columns": [
+      {
+        "name": "id",
+        "verbose": "id",
+        "control": {
+          "text": true
+        },
+        "type": "integer",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "user_id",
+        "verbose": "user_id",
+        "control": {
+          "text": true
+        },
+        "type": "integer",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "organization_id",
+        "verbose": "organization_id",
+        "control": {
+          "text": true
+        },
+        "type": "integer",
+        "allowNull": false,
+        "defaultValue": null,
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "createdAt",
+        "verbose": "createdAt",
+        "control": {
+          "text": true
+        },
+        "type": "timestamp",
+        "allowNull": false,
+        "defaultValue": "CURRENT_TIMESTAMP",
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      },
+      {
+        "name": "lastUpdatedAt",
+        "verbose": "lastUpdatedAt",
+        "control": {
+          "text": true
+        },
+        "type": "timestamp",
+        "allowNull": false,
+        "defaultValue": "CURRENT_TIMESTAMP",
+        "listview": {
+          "show": true
+        },
+        "editview": {
+          "show": true
+        }
+      }
+    ],
+    "mainview": {
+      "show": true
+    },
+    "listview": {
+      "order": {},
+      "page": 25
+    },
+    "editview": {
+      "readonly": false
+    }
+  },
   "organization_rag_tests": {
     "slug": "organization_rag_tests",
     "table": {
diff --git a/backend/utils/vectordatabases/providers/chroma/index.js b/backend/utils/vectordatabases/providers/chroma/index.js
index 76f8072..7dc84e1 100644
--- a/backend/utils/vectordatabases/providers/chroma/index.js
+++ b/backend/utils/vectordatabases/providers/chroma/index.js
@@ -72,6 +72,7 @@ class Chroma {
     return { result: totalVectors, error: null };
   }
 
+  // TODO: Solve this issue
   async indexDimensions() {
     // Chroma does not support this, defaulting to openai's 1536
     return 1536;
diff --git a/backend/utils/vectordatabases/validateNewDatabaseConnector.js b/backend/utils/vectordatabases/validateNewDatabaseConnector.js
index 8155436..197f433 100644
--- a/backend/utils/vectordatabases/validateNewDatabaseConnector.js
+++ b/backend/utils/vectordatabases/validateNewDatabaseConnector.js
@@ -77,9 +77,6 @@ async function validatePinecone({ environment, index, apiKey }) {
       indexName: index,
     });
 
-    // TODO: CHECK INDEX SIZE (client.indexDimensions()) and store in return so we can store it in the database
-
-
     if (!status.ready) throw new Error("Pinecone::Index not ready or found.");
     return { valid: true, message: null };
   } catch (e) {
diff --git a/frontend/src/components/Header/index.tsx b/frontend/src/components/Header/index.tsx
index 527a49c..44dc798 100644
--- a/frontend/src/components/Header/index.tsx
+++ b/frontend/src/components/Header/index.tsx
@@ -1,11 +1,4 @@
-import { Link } from 'react-router-dom';
-import Logo from '../../images/logo/logo-light.png';
-import { CheckCircle, Copy } from 'react-feather';
 import { useEffect, useState } from 'react';
-import paths from '../../utils/paths';
-import { STORE_TOKEN, STORE_USER } from '../../utils/constants';
-import truncate from 'truncate';
-import Notifications from '../Notifications';
 
 export default function Header(props: {
   entity?: any | null;
@@ -18,18 +11,7 @@ export default function Header(props: {
 }) {
   const [copied, setCopied] = useState(false);
   if (!props.entity) return null;
-  const {
-    entity,
-    property,
-    nameProp,
-    extendedItems = <></>,
-    quickActions = false,
-  } = props;
-
-  const handleCopy = () => {
-    window.navigator.clipboard.writeText(entity[property]);
-    setCopied(true);
-  };
+  const { extendedItems = <></> } = props;
 
   useEffect(() => {
     function manageCopy() {
@@ -42,100 +24,7 @@ export default function Header(props: {
   }, [copied]);
 
   return (
-    // <header className="sticky top-0 z-999 flex w-full bg-slate-900 drop-shadow-1 dark:bg-boxdark dark:drop-shadow-none md:bg-white">
-    //   <div className="flex flex-grow items-center justify-between px-4 py-4 shadow-2 md:px-6 2xl:px-11">
-    //     <div className="flex items-center gap-2 sm:gap-4 lg:hidden">
-    //       {/* <!-- Hamburger Toggle BTN --> */}
-    //       <button
-    //         aria-controls="sidebar"
-    //         onClick={(e) => {
-    //           e.stopPropagation();
-    //           props.setSidebarOpen(!props.sidebarOpen);
-    //         }}
-    //         className="z-99999 block rounded-sm border border-stroke bg-white p-1.5 shadow-sm dark:border-strokedark dark:bg-boxdark lg:hidden"
-    //       >
-    //         <span className="relative block h-5.5 w-5.5 cursor-pointer">
-    //           <span className="du-block absolute right-0 h-full w-full">
-    //             <span
-    //               className={`relative left-0 top-0 my-1 block h-0.5 w-0 rounded-sm bg-black delay-[0] duration-200 ease-in-out dark:bg-white ${
-    //                 !props.sidebarOpen && '!w-full delay-300'
-    //               }`}
-    //             ></span>
-    //             <span
-    //               className={`relative left-0 top-0 my-1 block h-0.5 w-0 rounded-sm bg-black delay-150 duration-200 ease-in-out dark:bg-white ${
-    //                 !props.sidebarOpen && 'delay-400 !w-full'
-    //               }`}
-    //             ></span>
-    //             <span
-    //               className={`relative left-0 top-0 my-1 block h-0.5 w-0 rounded-sm bg-black delay-200 duration-200 ease-in-out dark:bg-white ${
-    //                 !props.sidebarOpen && '!w-full delay-500'
-    //               }`}
-    //             ></span>
-    //           </span>
-    //           <span className="absolute right-0 h-full w-full rotate-45">
-    //             <span
-    //               className={`absolute left-2.5 top-0 block h-full w-0.5 rounded-sm bg-black delay-300 duration-200 ease-in-out dark:bg-white ${
-    //                 !props.sidebarOpen && '!h-0 !delay-[0]'
-    //               }`}
-    //             ></span>
-    //             <span
-    //               className={`delay-400 absolute left-0 top-2.5 block h-0.5 w-full rounded-sm bg-black duration-200 ease-in-out dark:bg-white ${
-    //                 !props.sidebarOpen && '!h-0 !delay-200'
-    //               }`}
-    //             ></span>
-    //           </span>
-    //         </span>
-    //       </button>
-    //       {/* <!-- Hamburger Toggle BTN --> */}
-
-    //       <Link className="flex w-full justify-center lg:hidden" to="/">
-    //         <img src={Logo} alt="Logo" className="h-14" />
-    //       </Link>
-    //     </div>
-
-    //     <div className="hidden w-full sm:block">
-    //       <div className="flex w-full items-center justify-between">
-    //         <div className="flex items-center gap-x-4">
-    //           <p className="text-4xl font-semibold text-slate-800">
-    //             {truncate(entity[nameProp ?? 'name'], 20)}
-    //           </p>
-    //           <button
-    //             onClick={handleCopy}
-    //             disabled={copied}
-    //             className="transition-duration-300 font-mono flex items-center gap-x-2 rounded-md bg-slate-200 px-4 py-2 text-sm  text-slate-700 transition disabled:bg-green-300"
-    //           >
-    //             <p className="">ID: {entity[property]}</p>
-    //             {copied ? (
-    //               <CheckCircle className="h-4 w-4" />
-    //             ) : (
-    //               <Copy className="h-4 w-4" />
-    //             )}
-    //           </button>
-    //           {extendedItems}
-    //         </div>
-    //         <div className="flex w-fit items-center gap-x-2">
-    //           <Notifications />
-    //           <button
-    //             onClick={() => {
-    //               if (!window) return;
-    //               window.localStorage.removeItem(STORE_USER);
-    //               window.localStorage.removeItem(STORE_TOKEN);
-    //               window.location.replace(paths.home());
-    //             }}
-    //             className="rounded-lg px-4 py-2 text-slate-800 hover:bg-slate-200"
-    //           >
-    //             Logout
-    //           </button>
-    //         </div>
-    //       </div>
-    //     </div>
-    //   </div>
-    // </header>
-    <header
-      className={`${
-        quickActions ? 'mr-[235px]' : 'mr-[104px]'
-      } relative flex h-[76px] w-full rounded-t-xl bg-main`}
-    >
+    <header className="mr-26 flex h-[76px] w-full rounded-t-xl bg-main">
       <div className="flex w-full justify-between p-4">{extendedItems}</div>
     </header>
   );
diff --git a/frontend/src/fonts/JetBrainsMono-Bold.eot b/frontend/src/fonts/JetBrainsMono-Bold.eot
deleted file mode 100644
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deleted file mode 100644
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diff --git a/frontend/src/fonts/JetBrainsMono-BoldItalic.eot b/frontend/src/fonts/JetBrainsMono-BoldItalic.eot
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diff --git a/frontend/src/fonts/JetBrainsMono-ExtraBold.eot b/frontend/src/fonts/JetBrainsMono-ExtraBold.eot
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diff --git a/frontend/src/fonts/Satoshi-VariableItalic.woff b/frontend/src/fonts/Satoshi-VariableItalic.woff
deleted file mode 100644
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diff --git a/frontend/src/index.css b/frontend/src/index.css
index 4d45823..3811181 100644
--- a/frontend/src/index.css
+++ b/frontend/src/index.css
@@ -1,6 +1,41 @@
 @tailwind base;
 @tailwind components;
 @tailwind utilities;
+@import url('https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@300;700&display=swap');
+
+@font-face {
+  font-family: 'Satoshi-Bold';
+  src: url('./fonts/Satoshi-Bold.ttf') format('truetype');
+  font-weight: 700;
+  font-display: swap;
+  font-style: normal;
+}
+
+@font-face {
+  font-family: 'Satoshi';
+  src: url('./fonts/Satoshi-Regular.ttf') format('truetype');
+  font-weight: 300;
+  font-display: swap;
+  font-style: normal;
+}
+
+.font-satoshi.font-bold {
+  font-family: 'Satoshi-Bold', sans-serif;
+}
+
+.font-satoshi {
+  font-family: 'Satoshi', sans-serif;
+}
+
+.font-jetbrains {
+  font-family: 'JetBrains Mono', monospace;
+  font-weight: 300;
+}
+
+.font-jetbrainsbold {
+  font-family: 'JetBrains Mono', monospace;
+  font-weight: 700;
+}
 
 /* Chrome, Safari and Opera */
 .no-scrollbar::-webkit-scrollbar {
diff --git a/frontend/src/jet-brains-mono.css b/frontend/src/jet-brains-mono.css
deleted file mode 100644
index dcb3c30..0000000
--- a/frontend/src/jet-brains-mono.css
+++ /dev/null
@@ -1,250 +0,0 @@
-/**
- * @license
- *
- * Font Family: JetBrains Mono
- * Designed by: JetBrains, Philipp Nurullin, Konstantin Bulenkov
- * URL: https://www.fontshare.com/fonts/jet-brains-mono
- * © 2023 Indian Type Foundry
- *
- * Font Styles:
- * JetBrains Mono Variable(Variable font)
- * JetBrains Mono Variable Italic(Variable font)
- * JetBrains Mono Thin
- * JetBrains Mono Thin Italic
- * JetBrains Mono Extra Light
- * JetBrains Mono Extra Light Italic
- * JetBrains Mono Light
- * JetBrains Mono Light Italic
- * JetBrains Mono Regular
- * JetBrains Mono Italic
- * JetBrains Mono Medium
- * JetBrains Mono Medium Italic
- * JetBrains Mono Semi Bold
- * JetBrains Mono Semi Bold Italic
- * JetBrains Mono Bold
- * JetBrains Mono Bold Italic
- * JetBrains Mono Extra Bold
- * JetBrains Mono Extra Bold Italic
- *
-*/
-
-
-/**
-* This is a variable font
-* You can controll variable axes as shown below:
-* font-variation-settings: 'wght' 400.0;
-*
-* available axes:
-
-* 'wght' (range from 100.0 to 800.0)
-
-*/
-
-@font-face {
-  font-family: 'JetBrainsMono-Variable';
-  src: url('./fonts/JetBrainsMono-Variable.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-Variable.woff') format('woff'),
-       url('./fonts/JetBrainsMono-Variable.ttf') format('truetype');
-       font-weight: 100 800;
-       font-display: swap;
-       font-style: normal;
-}
-
-
-/**
-* This is a variable font
-* You can controll variable axes as shown below:
-* font-variation-settings: 'wght' 400.0;
-*
-* available axes:
-
-* 'wght' (range from 100.0 to 800.0)
-
-*/
-
-@font-face {
-  font-family: 'JetBrainsMono-VariableItalic';
-  src: url('./fonts/JetBrainsMono-VariableItalic.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-VariableItalic.woff') format('woff'),
-       url('./fonts/JetBrainsMono-VariableItalic.ttf') format('truetype');
-       font-weight: 100 800;
-       font-display: swap;
-       font-style: italic;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-Thin';
-  src: url('./fonts/JetBrainsMono-Thin.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-Thin.woff') format('woff'),
-       url('./fonts/JetBrainsMono-Thin.ttf') format('truetype');
-       font-weight: 100;
-       font-display: swap;
-       font-style: normal;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-ThinItalic';
-  src: url('./fonts/JetBrainsMono-ThinItalic.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-ThinItalic.woff') format('woff'),
-       url('./fonts/JetBrainsMono-ThinItalic.ttf') format('truetype');
-       font-weight: 100;
-       font-display: swap;
-       font-style: italic;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-ExtraLight';
-  src: url('./fonts/JetBrainsMono-ExtraLight.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-ExtraLight.woff') format('woff'),
-       url('./fonts/JetBrainsMono-ExtraLight.ttf') format('truetype');
-       font-weight: 200;
-       font-display: swap;
-       font-style: normal;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-ExtraLightItalic';
-  src: url('./fonts/JetBrainsMono-ExtraLightItalic.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-ExtraLightItalic.woff') format('woff'),
-       url('./fonts/JetBrainsMono-ExtraLightItalic.ttf') format('truetype');
-       font-weight: 200;
-       font-display: swap;
-       font-style: italic;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-Light';
-  src: url('./fonts/JetBrainsMono-Light.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-Light.woff') format('woff'),
-       url('./fonts/JetBrainsMono-Light.ttf') format('truetype');
-       font-weight: 300;
-       font-display: swap;
-       font-style: normal;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-LightItalic';
-  src: url('./fonts/JetBrainsMono-LightItalic.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-LightItalic.woff') format('woff'),
-       url('./fonts/JetBrainsMono-LightItalic.ttf') format('truetype');
-       font-weight: 300;
-       font-display: swap;
-       font-style: italic;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-Regular';
-  src: url('./fonts/JetBrainsMono-Regular.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-Regular.woff') format('woff'),
-       url('./fonts/JetBrainsMono-Regular.ttf') format('truetype');
-       font-weight: 400;
-       font-display: swap;
-       font-style: normal;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-Italic';
-  src: url('./fonts/JetBrainsMono-Italic.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-Italic.woff') format('woff'),
-       url('./fonts/JetBrainsMono-Italic.ttf') format('truetype');
-       font-weight: 400;
-       font-display: swap;
-       font-style: italic;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-Medium';
-  src: url('./fonts/JetBrainsMono-Medium.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-Medium.woff') format('woff'),
-       url('./fonts/JetBrainsMono-Medium.ttf') format('truetype');
-       font-weight: 500;
-       font-display: swap;
-       font-style: normal;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-MediumItalic';
-  src: url('./fonts/JetBrainsMono-MediumItalic.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-MediumItalic.woff') format('woff'),
-       url('./fonts/JetBrainsMono-MediumItalic.ttf') format('truetype');
-       font-weight: 500;
-       font-display: swap;
-       font-style: italic;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-SemiBold';
-  src: url('./fonts/JetBrainsMono-SemiBold.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-SemiBold.woff') format('woff'),
-       url('./fonts/JetBrainsMono-SemiBold.ttf') format('truetype');
-       font-weight: 600;
-       font-display: swap;
-       font-style: normal;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-SemiBoldItalic';
-  src: url('./fonts/JetBrainsMono-SemiBoldItalic.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-SemiBoldItalic.woff') format('woff'),
-       url('./fonts/JetBrainsMono-SemiBoldItalic.ttf') format('truetype');
-       font-weight: 600;
-       font-display: swap;
-       font-style: italic;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-Bold';
-  src: url('./fonts/JetBrainsMono-Bold.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-Bold.woff') format('woff'),
-       url('./fonts/JetBrainsMono-Bold.ttf') format('truetype');
-       font-weight: 700;
-       font-display: swap;
-       font-style: normal;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-BoldItalic';
-  src: url('./fonts/JetBrainsMono-BoldItalic.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-BoldItalic.woff') format('woff'),
-       url('./fonts/JetBrainsMono-BoldItalic.ttf') format('truetype');
-       font-weight: 700;
-       font-display: swap;
-       font-style: italic;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-ExtraBold';
-  src: url('./fonts/JetBrainsMono-ExtraBold.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-ExtraBold.woff') format('woff'),
-       url('./fonts/JetBrainsMono-ExtraBold.ttf') format('truetype');
-       font-weight: 800;
-       font-display: swap;
-       font-style: normal;
-}
-
-
-@font-face {
-  font-family: 'JetBrainsMono-ExtraBoldItalic';
-  src: url('./fonts/JetBrainsMono-ExtraBoldItalic.woff2') format('woff2'),
-       url('./fonts/JetBrainsMono-ExtraBoldItalic.woff') format('woff'),
-       url('./fonts/JetBrainsMono-ExtraBoldItalic.ttf') format('truetype');
-       font-weight: 800;
-       font-display: swap;
-       font-style: italic;
-}
-
diff --git a/frontend/src/main.tsx b/frontend/src/main.tsx
index e64cff0..b6e8033 100644
--- a/frontend/src/main.tsx
+++ b/frontend/src/main.tsx
@@ -2,8 +2,6 @@ import ReactDOM from 'react-dom/client';
 import { BrowserRouter as Router } from 'react-router-dom';
 import App from './App';
 import './index.css';
-import './satoshi.css';
-import './jet-brains-mono.css';
 
 ReactDOM.createRoot(document.getElementById('root') as HTMLElement).render(
   <Router>
diff --git a/frontend/src/pages/Dashboard/DocumentsList/UploadModal/FileUploadProgress/index.tsx b/frontend/src/pages/Dashboard/DocumentsList/UploadModal/FileUploadProgress/index.tsx
index 6af6c7e..1e8ba4c 100644
--- a/frontend/src/pages/Dashboard/DocumentsList/UploadModal/FileUploadProgress/index.tsx
+++ b/frontend/src/pages/Dashboard/DocumentsList/UploadModal/FileUploadProgress/index.tsx
@@ -49,7 +49,7 @@ function FileUploadProgressComponent({
           <XCircle className="h-6 h-full w-6 w-full rounded-full bg-red-500 stroke-white p-1" />
         </div>
         <div className="flex flex-col">
-          <p className="font-mono overflow-x-scroll text-sm text-black dark:text-stone-200">
+          <p className="overflow-x-scroll font-mono text-sm text-black dark:text-stone-200">
             {truncate(file.name, 30)}
           </p>
           <p className="font-mono text-xs text-red-700 dark:text-red-400">
@@ -70,7 +70,7 @@ function FileUploadProgressComponent({
         )}
       </div>
       <div className="flex flex-col">
-        <p className="font-mono overflow-x-scroll text-sm text-black dark:text-stone-200">
+        <p className="overflow-x-scroll font-mono text-sm text-black dark:text-stone-200">
           {truncate(file.name, 30)}
         </p>
         <p className="font-mono text-xs text-gray-700 dark:text-stone-400">
diff --git a/frontend/src/pages/Dashboard/DocumentsList/UploadModal/index.tsx b/frontend/src/pages/Dashboard/DocumentsList/UploadModal/index.tsx
index aa37d1d..f5fab58 100644
--- a/frontend/src/pages/Dashboard/DocumentsList/UploadModal/index.tsx
+++ b/frontend/src/pages/Dashboard/DocumentsList/UploadModal/index.tsx
@@ -180,7 +180,7 @@ export default function UploadDocumentModal({
         </div>
         <p className="text-xs text-gray-600 dark:text-stone-400 ">
           supported file extensions are{' '}
-          <code className="font-mono rounded-sm bg-gray-200 px-1 text-xs text-gray-800 dark:bg-stone-800 dark:text-slate-400">
+          <code className="rounded-sm bg-gray-200 px-1 font-mono text-xs text-gray-800 dark:bg-stone-800 dark:text-slate-400">
             {Object.values(fileTypes).flat().join(' ')}
           </code>
         </p>
diff --git a/frontend/src/pages/Dashboard/DocumentsList/index.tsx b/frontend/src/pages/Dashboard/DocumentsList/index.tsx
index 7e4f940..cf15e94 100644
--- a/frontend/src/pages/Dashboard/DocumentsList/index.tsx
+++ b/frontend/src/pages/Dashboard/DocumentsList/index.tsx
@@ -1,7 +1,5 @@
-import { Link } from 'react-router-dom';
 import paths from '../../../utils/paths';
 import moment from 'moment';
-import { AlertOctagon, FileText } from 'react-feather';
 import { useEffect, useState } from 'react';
 import Organization from '../../../models/organization';
 import truncate from 'truncate';
@@ -81,167 +79,6 @@ export default function DocumentsList({
 
   return (
     <>
-      {/* <div className="flex-grow overflow-y-auto rounded-xl border-2 border-white/20 bg-main">
-        <div className="flex items-start justify-between px-4">
-          {workspaces.length > 0 ? (
-            <>
-              {!!knownConnector ? (
-                <button
-                  onClick={() => {
-                    document
-                      .getElementById('upload-document-modal')
-                      ?.showModal();
-                  }}
-                  className="rounded-lg px-2 py-1 text-sm text-slate-800  hover:bg-slate-200"
-                >
-                  Add Document
-                </button>
-              ) : (
-                <button
-                  type="button"
-                  disabled={true}
-                  className="flex items-center gap-x-1 rounded-lg bg-red-50 px-2 py-1 text-sm text-red-800"
-                >
-                  <AlertOctagon className="h4- w-4" /> Requires Vector Database
-                  Connection
-                </button>
-              )}
-            </>
-          ) : (
-            <button
-              type="button"
-              disabled={true}
-              className="flex items-center gap-x-1 rounded-lg bg-red-50 px-2 py-1 text-sm text-red-800"
-            >
-              <AlertOctagon className="h4- w-4" /> Requires Workspace
-            </button>
-          )}
-        </div>
-        {documents.length > 0 ? (
-          <div>
-            <div className="border-b border-stroke px-4 pb-5 dark:border-strokedark md:px-6 xl:px-7.5">
-              <div className="flex items-center gap-3">
-                <div className="w-2/12 xl:w-3/12">
-                  <span className="font-medium">Document Name</span>
-                </div>
-                <div className="w-6/12 2xsm:w-5/12 md:w-3/12">
-                  <span className="font-medium">Workspace</span>
-                </div>
-                <div className="hidden w-4/12 md:block xl:w-3/12">
-                  <span className="font-medium">Date</span>
-                </div>
-                <div className="w-5/12 2xsm:w-4/12 md:w-3/12 xl:w-2/12">
-                  <span className="font-medium">Vectors</span>
-                </div>
-                <div className="hidden w-2/12 text-center 2xsm:block md:w-1/12">
-                  <span className="font-medium"></span>
-                </div>
-              </div>
-            </div>
-
-            {documents?.length === 0 && (
-              <div className="-mt-10 flex h-full w-full items-center justify-center">
-                <div className="flex flex-col items-center justify-center gap-y-4 text-center">
-                  <div className="text-center font-medium text-white text-opacity-40">
-                    0 Documents
-                  </div>
-                  <div className="text-center text-sm font-light text-white text-opacity-80">
-                    Upload documents to your workspace
-                  </div>
-                  <button
-                    onClick={() => {
-                      window.document
-                        ?.getElementById('upload-document-modal')
-                        ?.showModal();
-                    }}
-                    className="mt-4 inline-flex items-center justify-center gap-2.5 rounded-lg bg-white p-2.5 px-36 shadow"
-                  >
-                    <div className="text-center text-sm font-bold leading-tight text-zinc-900">
-                      Upload Documents
-                    </div>
-                  </button>
-                </div>
-              </div>
-            )}
-            <>
-              {documents.map((document) => {
-                return (
-                  <div
-                    id={`document-row-${document.id}`}
-                    key={document.id}
-                    className="flex w-full items-center gap-5 px-7.5 py-3 text-gray-600 hover:bg-gray-3 dark:hover:bg-meta-4"
-                  >
-                    <div className="flex w-full items-center gap-3">
-                      <div className="w-2/12 xl:w-3/12">
-                        <div className="flex items-center gap-x-1">
-                          <FileText className="h-4 w-4" />
-                          <span className="hidden font-medium xl:block">
-                            {truncate(document.name, 20)}
-                          </span>
-                        </div>
-                      </div>
-                      <div className="w-6/12 2xsm:w-5/12 md:w-3/12">
-                        <a
-                          href={paths.workspace(
-                            organization.slug,
-                            document.workspace.slug
-                          )}
-                          className="hover:text-blue-500 hover:underline"
-                        >
-                          <span className="font-medium">
-                            {truncate(document.workspace.name, 20) || ''}
-                          </span>
-                        </a>
-                      </div>
-                      <div className="hidden w-3/12 overflow-x-scroll md:block xl:w-3/12">
-                        <span className="font-medium">
-                          {moment(document.createdAt).format('lll')}
-                        </span>
-                      </div>
-                      <div className="w-5/12 2xsm:w-4/12 md:w-3/12 xl:w-2/12">
-                        <span className="inline-block rounded bg-green-500 bg-opacity-25 px-2.5 py-0.5 text-sm font-medium text-green-500">
-                          Cached
-                        </span>
-                      </div>
-
-                      <div className=" flex items-center gap-x-2">
-                        <a
-                          href={paths.document(
-                            organization.slug,
-                            document.workspace.slug,
-                            document.id
-                          )}
-                          className="rounded-lg px-2 py-1 text-blue-400 transition-all duration-300 hover:bg-blue-50 hover:text-blue-600"
-                        >
-                          Details
-                        </a>
-                      </div>
-                    </div>
-                  </div>
-                );
-              })}
-            </>
-          </div>
-        ) : (
-          <div>
-            <div className="flex min-h-[40vh] w-full px-8">
-              <div className="flex flex h-auto w-full flex-col items-center justify-center gap-y-2 rounded-lg bg-slate-50">
-                <p>You have no documents in any workspaces!</p>
-                <p>
-                  Get started managing documents by adding them to workspaces
-                  via the UI or code.
-                </p>
-                <button
-                  type="button"
-                  className="text-xl text-blue-500 underline"
-                >
-                  Show code example (coming soon)
-                </button>
-              </div>
-            </div>
-          </div>
-        )}
-      </div> */}
       <div
         className="mb-9 flex h-screen flex-col overflow-hidden bg-main transition-all duration-300"
         style={{ height: `calc(100vh -  160px)` }}
@@ -293,7 +130,7 @@ export default function DocumentsList({
                     }}
                     className="inline-flex h-[26px] w-[98px] items-center justify-center gap-2.5 rounded-[100px] bg-white bg-opacity-10 px-2.5 py-1"
                   >
-                    <div className="font-['Satoshi'] text-xs font-black tracking-tight text-sky-400">
+                    <div className="font-satoshi text-xs font-black tracking-tight text-sky-400">
                       UPLOAD
                     </div>
                   </button>
diff --git a/frontend/src/pages/Dashboard/QuickActionSidebar/index.tsx b/frontend/src/pages/Dashboard/QuickActionSidebar/index.tsx
index ea69976..eb6350f 100644
--- a/frontend/src/pages/Dashboard/QuickActionSidebar/index.tsx
+++ b/frontend/src/pages/Dashboard/QuickActionSidebar/index.tsx
@@ -1,83 +1,22 @@
 import {
   CaretDown,
   Key,
-  MagnifyingGlass,
-  Plus,
   SpinnerGap,
   Toolbox,
   User,
 } from '@phosphor-icons/react';
-import CreateWorkspaceModal from '../WorkspacesList/CreateWorkspaceModal';
-import { useEffect, useState } from 'react';
-import { NavLink, useParams } from 'react-router-dom';
+import { useState } from 'react';
+import { NavLink } from 'react-router-dom';
 import paths from '../../../utils/paths';
-import truncate from 'truncate';
-import InfiniteScroll from 'react-infinite-scroll-component';
-import { debounce } from 'lodash';
-import Organization from '../../../models/organization';
 import useUser from '../../../hooks/useUser';
 
-const debouncedSearch = debounce(
-  async (searchTerm, setResults, setIsSearching, slug) => {
-    if (!slug) return;
-    setIsSearching(true);
-
-    const { workspacesResults = [] } = await Organization.searchWorkspaces(
-      slug,
-      1, // Page 1
-      30, // 30 results per page
-      searchTerm
-    );
-
-    setResults(workspacesResults);
-    setIsSearching(false);
-  },
-  500
-);
-
 export default function QuickActionsSidebar({
-  knownConnector,
   organization,
-  workspaces,
-  totalWorkspaces = 0,
-  loadMoreWorkspaces,
-  hasMoreWorkspaces,
 }: {
-  knownConnector: any;
   organization: any;
-  workspaces: any[];
-  totalWorkspaces?: number;
-  loadMoreWorkspaces?: VoidFunction;
-  hasMoreWorkspaces: boolean;
 }) {
-  const { slug } = useParams();
   const { user } = useUser();
   const [quickActionsOpen, setQuickActionsOpen] = useState(true);
-  const [searchTerm, setSearchTerm] = useState('');
-  const [searchResults, setSearchResults] = useState([]);
-  const [isSearching, setIsSearching] = useState(false);
-
-  const renderWorkspaceItem = (workspace: any) => (
-    <WorkspaceItem key={workspace.id} workspace={workspace} slug={slug} />
-  );
-
-  const loadMoreWorkspacesAndScrollToBottom = async () => {
-    loadMoreWorkspaces?.();
-    const organizationList = document.getElementById('organization-list');
-    if (organizationList) {
-      organizationList.scrollTop = organizationList.scrollHeight;
-    }
-  };
-
-  useEffect(() => {
-    if (searchTerm !== '') {
-      setIsSearching(true);
-      debouncedSearch(searchTerm, setSearchResults, setIsSearching, slug);
-    } else {
-      setSearchResults(workspaces);
-      setIsSearching(false);
-    }
-  }, [searchTerm, slug]);
 
   return (
     <div className="-mt-14 w-[217px]">
@@ -140,128 +79,6 @@ export default function QuickActionsSidebar({
           </div>
         </NavLink>
       </div>
-
-      <div
-        className="mb-4 mt-8"
-        style={{
-          animationDuration: '0.15s',
-        }}
-      >
-        <div className="mb-3.5 flex items-center justify-between">
-          <div className="flex w-full items-center gap-x-2">
-            <svg
-              xmlns="http://www.w3.org/2000/svg"
-              width="16"
-              height="12"
-              viewBox="0 0 16 12"
-              fill="none"
-            >
-              <path
-                fill-rule="evenodd"
-                clip-rule="evenodd"
-                d="M7.20098 8.16845H13.601C14.0426 8.16845 14.401 8.52685 14.401 8.96845C14.401 9.41005 14.0426 9.76845 13.601 9.76845H7.20098C6.75938 9.76845 6.40098 9.41005 6.40098 8.96845C6.40098 8.52685 6.75938 8.16845 7.20098 8.16845ZM7.20098 2.56845H13.601C14.0426 2.56845 14.401 2.92685 14.401 3.36845C14.401 3.81005 14.0426 4.16845 13.601 4.16845H7.20098C6.75938 4.16845 6.40098 3.81005 6.40098 3.36845C6.40098 2.92685 6.75938 2.56845 7.20098 2.56845ZM4.80098 4.16845C4.80098 5.05245 5.51698 5.76845 6.40098 5.76845H14.401C15.285 5.76845 16.001 5.05245 16.001 4.16845V2.56845C16.001 1.68445 15.285 0.96845 14.401 0.96845H6.40098C5.51698 0.96845 4.80098 1.68445 4.80098 2.56845H1.60098L1.60098 0.854024H0.000976562V8.16767C0.000976562 9.05167 0.717782 9.76845 1.60178 9.76845H1.77617H4.80098C4.80098 10.6525 5.51698 11.3685 6.40098 11.3685H14.401C15.285 11.3685 16.001 10.6525 16.001 9.76845V8.16845C16.001 7.28445 15.285 6.56845 14.401 6.56845H6.40098C5.51698 6.56845 4.80098 7.28445 4.80098 8.16845H2.39778C1.95778 8.16845 1.60098 7.81158 1.60098 7.37158V4.16845H4.80098Z"
-                fill="rgb(56 189 248)"
-              />
-            </svg>
-            <div className="text-xs font-medium uppercase tracking-widest text-sky-400">
-              Workspaces
-            </div>
-          </div>
-          <button
-            onClick={() => {
-              document.getElementById('workspace-creation-modal')?.showModal();
-            }}
-          >
-            <Plus className="text-sky-400" size={17} weight="bold" />
-          </button>
-        </div>
-        <div className="flex items-center rounded-full bg-main-2 p-2">
-          <MagnifyingGlass
-            className="mx-1 h-4 w-4 text-white/60"
-            weight="bold"
-          />
-          <input
-            type="text"
-            placeholder="Search"
-            onChange={(e) => setSearchTerm(e.target.value)}
-            className="border-none bg-transparent text-sm text-white/60 placeholder-white/60 focus:outline-none"
-          />
-        </div>
-
-        {isSearching ? (
-          <LoadingWorkspaceItem />
-        ) : searchTerm !== '' && searchResults.length > 0 ? (
-          <div className="mt-2 max-h-[180px] overflow-y-auto">
-            {searchResults.map((workspace, idx) => (
-              <WorkspaceItem key={idx} workspace={workspace} slug={slug} />
-            ))}
-          </div>
-        ) : searchTerm !== '' && searchResults.length === 0 ? (
-          <div className="mt-2">
-            <div className="flex w-full items-center justify-center rounded-sm text-xs text-white/60">
-              <p className="p-1">No results found.</p>
-            </div>
-          </div>
-        ) : workspaces.length > 0 ? (
-          <div className="mt-2">
-            <InfiniteScroll
-              dataLength={workspaces.length}
-              scrollableTarget="organization-list"
-              height={workspaces.length > 5 ? 180 : workspaces.length * 50}
-              next={loadMoreWorkspacesAndScrollToBottom}
-              hasMore={hasMoreWorkspaces}
-              loader={<LoadingWorkspaceItem />}
-            >
-              {workspaces.map(renderWorkspaceItem)}
-            </InfiniteScroll>
-          </div>
-        ) : (
-          <div className="mt-2">
-            <div className="flex w-48 items-center justify-center rounded-sm text-xs text-white/60">
-              <p className="p-1">
-                No workspaces,{' '}
-                <button
-                  onClick={() => {
-                    document
-                      .getElementById('workspace-creation-modal')
-                      ?.showModal();
-                  }}
-                  className="italic underline hover:cursor-pointer"
-                >
-                  create
-                </button>
-                .
-              </p>
-            </div>
-          </div>
-        )}
-        <CreateWorkspaceModal organization={organization} />
-      </div>
-    </div>
-  );
-}
-
-function WorkspaceItem({ workspace, slug }: any) {
-  return (
-    <div className="mt-2">
-      <NavLink
-        to={paths.workspace(slug, workspace.slug)}
-        className="inline-flex h-9 w-full items-center justify-start gap-3.5 rounded-lg border border-sky-400 p-2.5"
-      >
-        <div className="h-[22.43px] w-24 whitespace-nowrap font-['Satoshi'] text-base font-medium leading-snug text-sky-400">
-          {truncate(workspace.name, 15)}
-        </div>
-      </NavLink>
-    </div>
-  );
-}
-
-function LoadingWorkspaceItem() {
-  return (
-    <div className="mt-2">
-      <div className="flex w-full animate-pulse items-center justify-center rounded-sm text-xs text-white/60">
-        <p className="p-1">Loading...</p>
-      </div>
     </div>
   );
 }
diff --git a/frontend/src/pages/Dashboard/index.tsx b/frontend/src/pages/Dashboard/index.tsx
index dc154ba..e01ae59 100644
--- a/frontend/src/pages/Dashboard/index.tsx
+++ b/frontend/src/pages/Dashboard/index.tsx
@@ -33,7 +33,6 @@ export default function Dashboard() {
   const [workspaces, setWorkspaces] = useState<object[]>([]);
   const [currentPage, setCurrentPage] = useState<number>(1);
   const [hasMoreWorkspaces, setHasMoreWorkspaces] = useState<boolean>(true);
-  const [totalWorkspaces, setTotalWorkspaces] = useState<number>(0);
 
   async function fetchWorkspaces(focusedOrg?: { slug: string }) {
     const org = focusedOrg || organization;
@@ -52,11 +51,9 @@ export default function Dashboard() {
 
       setWorkspaces(uniques);
       setHasMoreWorkspaces(uniques.length < totalWorkspaces);
-      setTotalWorkspaces(totalWorkspaces);
     } else {
       setWorkspaces(_workspaces);
       setHasMoreWorkspaces(totalWorkspaces > Organization.workspacePageSize);
-      setTotalWorkspaces(totalWorkspaces);
     }
     setCurrentPage(currentPage + 1);
     return true;
@@ -126,12 +123,6 @@ export default function Dashboard() {
             organization={organization}
             connector={connector}
           />
-          {/* <ConnectorCard
-            knownConnector={connector}
-            organization={organization}
-            workspaces={workspaces}
-          /> */}
-          {/* <ApiKeyCard organization={organization} /> */}
         </div>
       )}
       <Statistics organization={organization} workspaces={workspaces} />
@@ -143,13 +134,7 @@ export default function Dashboard() {
             workspaces={workspaces}
           />
         </div>
-        <QuickActionsSidebar
-          knownConnector={connector}
-          organization={organization}
-          workspaces={workspaces}
-          totalWorkspaces={totalWorkspaces}
-          loadMoreWorkspaces={fetchWorkspaces}
-        />
+        <QuickActionsSidebar organization={organization} />
       </div>
     </AppLayout>
   );
@@ -189,11 +174,7 @@ function OrganizationHeader({ organization, connector }: any) {
           className="flex h-11 w-11 items-center justify-center rounded-lg border-2 border-white border-opacity-20 transition-all duration-300 hover:bg-opacity-5"
         >
           {!!connector?.type ? (
-            <img
-              src={logo}
-              alt="Connector logo"
-              className="h-full p-1 grayscale"
-            />
+            <img src={logo} alt="Connector logo" className="h-full p-1" />
           ) : (
             <>
               <NewConnectorModal
@@ -213,7 +194,7 @@ function OrganizationHeader({ organization, connector }: any) {
           }
           className="inline-flex h-11 w-[74px] flex-col items-center justify-center gap-2.5 rounded-lg bg-white bg-opacity-10 px-5 py-2.5 transition-all duration-300 hover:bg-opacity-5"
         >
-          <div className="h-[25.53px] w-11 text-center font-['Satoshi'] text-base font-bold text-white">
+          <div className="font-satoshi h-[25.53px] w-11 text-center text-base font-bold text-white">
             Sync
           </div>
         </button>
diff --git a/frontend/src/pages/DocumentView/FragmentList/DeleteEmbeddingConfirmation/index.tsx b/frontend/src/pages/DocumentView/FragmentList/DeleteEmbeddingConfirmation/index.tsx
index 54f2a1c..67bf5ee 100644
--- a/frontend/src/pages/DocumentView/FragmentList/DeleteEmbeddingConfirmation/index.tsx
+++ b/frontend/src/pages/DocumentView/FragmentList/DeleteEmbeddingConfirmation/index.tsx
@@ -36,7 +36,7 @@ const DeleteEmbeddingConfirmation = memo(
           </p>
         </div>
         <div className="flex w-full flex-col overflow-y-scroll px-4">
-          <pre className="font-mono w-full whitespace-pre-line rounded-lg bg-slate-100 p-2">
+          <pre className="w-full whitespace-pre-line rounded-lg bg-slate-100 p-2 font-mono">
             {data.metadata.text}
           </pre>
           <div className="mt-4 flex flex-col gap-y-2">
diff --git a/frontend/src/pages/DocumentView/FragmentList/EditEmbeddingConfirmation/index.tsx b/frontend/src/pages/DocumentView/FragmentList/EditEmbeddingConfirmation/index.tsx
index e5bbbff..86004fd 100644
--- a/frontend/src/pages/DocumentView/FragmentList/EditEmbeddingConfirmation/index.tsx
+++ b/frontend/src/pages/DocumentView/FragmentList/EditEmbeddingConfirmation/index.tsx
@@ -125,7 +125,7 @@ const EditEmbeddingConfirmation = memo(
               </form>
             </div>
           </div>
-          <pre className="font-mono whitespace-pre-line rounded-lg bg-slate-100 p-2">
+          <pre className="whitespace-pre-line rounded-lg bg-slate-100 p-2 font-mono">
             {data.metadata.text}
           </pre>
         </dialog>
@@ -165,7 +165,7 @@ const EditEmbeddingConfirmation = memo(
               name="embeddingText"
               defaultValue={data.metadata.text}
               spellCheck="true"
-              className="font-mono h-fit w-full overflow-y-scroll rounded-lg bg-slate-100 p-2"
+              className="h-fit w-full overflow-y-scroll rounded-lg bg-slate-100 p-2 font-mono"
             />
             <div className="mt-4 flex flex-col gap-y-2">
               <button
diff --git a/frontend/src/pages/DocumentView/FragmentList/SearchView/index.tsx b/frontend/src/pages/DocumentView/FragmentList/SearchView/index.tsx
index 0ba2635..7c4bfe4 100644
--- a/frontend/src/pages/DocumentView/FragmentList/SearchView/index.tsx
+++ b/frontend/src/pages/DocumentView/FragmentList/SearchView/index.tsx
@@ -38,14 +38,12 @@ export default function SearchView({
 }) {
   const formEl = useRef<HTMLFormElement>(null);
   const [showSearchMethods, setShowSearchMethods] = useState(false);
-  const [sourceDoc, setSourceDoc] = useState(null);
 
   const clearSearch = (e: SyntheticEvent<HTMLElement, SubmitEvent>) => {
     e.preventDefault();
     setSearchBy('exactText');
     setSearching(false);
     setSearchMode(false);
-    setSourceDoc(null);
     (formEl.current as HTMLFormElement).reset();
   };
   const handleSearch = async (e: SyntheticEvent<HTMLElement, SubmitEvent>) => {
@@ -69,8 +67,6 @@ export default function SearchView({
       setSearchFragments([]);
       return;
     }
-    const metadataForIds = await Document.metadatas(document.id, vectorIds);
-    setSourceDoc(metadataForIds);
     setSearchFragments(matches);
     setSearching(false);
   };
diff --git a/frontend/src/pages/DocumentView/FragmentList/index.tsx b/frontend/src/pages/DocumentView/FragmentList/index.tsx
index 36a4af5..ae4d20f 100644
--- a/frontend/src/pages/DocumentView/FragmentList/index.tsx
+++ b/frontend/src/pages/DocumentView/FragmentList/index.tsx
@@ -3,7 +3,6 @@ import PreLoader from '../../../components/Preloader';
 import Document from '../../../models/document';
 import truncate from 'truncate';
 import pluralize from 'pluralize';
-import { useParams } from 'react-router-dom';
 import DocumentListPagination from '../../../components/DocumentPaginator';
 import SearchView from './SearchView';
 import MetadataEditor from './MetadataEditor';
@@ -342,7 +341,7 @@ const FullTextWindow = memo(
     return (
       <dialog id={`${fragment.id}-text`} className="w-1/2 rounded-lg">
         <div className="flex flex-col overflow-y-scroll p-[20px]">
-          <pre className="font-mono whitespace-pre-line rounded-lg bg-slate-100 p-2">
+          <pre className="whitespace-pre-line rounded-lg bg-slate-100 p-2 font-mono">
             {data?.metadata?.text ||
               '[ERROR] Could not parse text key from embedding'}
           </pre>
diff --git a/frontend/src/pages/DocumentView/UploadModal/FileUploadProgress/index.tsx b/frontend/src/pages/DocumentView/UploadModal/FileUploadProgress/index.tsx
index 5d3876f..4087901 100644
--- a/frontend/src/pages/DocumentView/UploadModal/FileUploadProgress/index.tsx
+++ b/frontend/src/pages/DocumentView/UploadModal/FileUploadProgress/index.tsx
@@ -49,7 +49,7 @@ function FileUploadProgressComponent({
           <XCircle className="h-6 h-full w-6 w-full rounded-full bg-red-500 stroke-white p-1" />
         </div>
         <div className="flex flex-col">
-          <p className="font-mono overflow-x-scroll text-sm text-black dark:text-stone-200">
+          <p className="overflow-x-scroll font-mono text-sm text-black dark:text-stone-200">
             {truncate(file.name, 30)}
           </p>
           <p className="font-mono text-xs text-red-700 dark:text-red-400">
@@ -70,7 +70,7 @@ function FileUploadProgressComponent({
         )}
       </div>
       <div className="flex flex-col">
-        <p className="font-mono overflow-x-scroll text-sm text-black dark:text-stone-200">
+        <p className="overflow-x-scroll font-mono text-sm text-black dark:text-stone-200">
           {truncate(file.name, 30)}
         </p>
         <p className="font-mono text-xs text-gray-700 dark:text-stone-400">
diff --git a/frontend/src/pages/DocumentView/UploadModal/index.tsx b/frontend/src/pages/DocumentView/UploadModal/index.tsx
index e3ddb80..0c3d325 100644
--- a/frontend/src/pages/DocumentView/UploadModal/index.tsx
+++ b/frontend/src/pages/DocumentView/UploadModal/index.tsx
@@ -180,7 +180,7 @@ export default function UploadDocumentModal({
         </div>
         <p className="text-xs text-gray-600 dark:text-stone-400 ">
           supported file extensions are{' '}
-          <code className="font-mono rounded-sm bg-gray-200 px-1 text-xs text-gray-800 dark:bg-stone-800 dark:text-slate-400">
+          <code className="rounded-sm bg-gray-200 px-1 font-mono text-xs text-gray-800 dark:bg-stone-800 dark:text-slate-400">
             {Object.values(fileTypes).flat().join(' ')}
           </code>
         </p>
diff --git a/frontend/src/pages/DocumentView/index.tsx b/frontend/src/pages/DocumentView/index.tsx
index 51ff6c4..a4b935b 100644
--- a/frontend/src/pages/DocumentView/index.tsx
+++ b/frontend/src/pages/DocumentView/index.tsx
@@ -198,7 +198,7 @@ function DocumentViewHeader({ organization, workspace, document }: any) {
           onClick={cloneDocument}
           className="inline-flex h-11 w-[74px] flex-col items-center justify-center gap-2.5 rounded-lg bg-white bg-opacity-10 px-5 py-2.5 transition-all duration-300 hover:bg-opacity-5"
         >
-          <div className="h-[25.53px] w-11 text-center font-['Satoshi'] text-base font-bold text-white">
+          <div className="font-satoshi h-[25.53px] w-11 text-center text-base font-bold text-white">
             Clone
           </div>
         </button>
@@ -206,7 +206,7 @@ function DocumentViewHeader({ organization, workspace, document }: any) {
           onClick={deleteDocument}
           className="inline-flex h-11 w-[74px] flex-col items-center justify-center gap-2.5 rounded-lg border border-white border-opacity-20 px-3.5 py-2.5 transition-all duration-300 hover:bg-red-500"
         >
-          <div className="h-[25.53px] w-[59px] text-center font-['Satoshi'] text-base font-bold text-white">
+          <div className="font-satoshi h-[25.53px] w-[59px] text-center text-base font-bold text-white">
             Delete
           </div>
         </button>
diff --git a/frontend/src/pages/WorkspaceDashboard/DocumentsList/UploadModal/FileUploadProgress/index.tsx b/frontend/src/pages/WorkspaceDashboard/DocumentsList/UploadModal/FileUploadProgress/index.tsx
index 6af6c7e..1e8ba4c 100644
--- a/frontend/src/pages/WorkspaceDashboard/DocumentsList/UploadModal/FileUploadProgress/index.tsx
+++ b/frontend/src/pages/WorkspaceDashboard/DocumentsList/UploadModal/FileUploadProgress/index.tsx
@@ -49,7 +49,7 @@ function FileUploadProgressComponent({
           <XCircle className="h-6 h-full w-6 w-full rounded-full bg-red-500 stroke-white p-1" />
         </div>
         <div className="flex flex-col">
-          <p className="font-mono overflow-x-scroll text-sm text-black dark:text-stone-200">
+          <p className="overflow-x-scroll font-mono text-sm text-black dark:text-stone-200">
             {truncate(file.name, 30)}
           </p>
           <p className="font-mono text-xs text-red-700 dark:text-red-400">
@@ -70,7 +70,7 @@ function FileUploadProgressComponent({
         )}
       </div>
       <div className="flex flex-col">
-        <p className="font-mono overflow-x-scroll text-sm text-black dark:text-stone-200">
+        <p className="overflow-x-scroll font-mono text-sm text-black dark:text-stone-200">
           {truncate(file.name, 30)}
         </p>
         <p className="font-mono text-xs text-gray-700 dark:text-stone-400">
diff --git a/frontend/src/pages/WorkspaceDashboard/DocumentsList/UploadModal/index.tsx b/frontend/src/pages/WorkspaceDashboard/DocumentsList/UploadModal/index.tsx
index 0faeb8d..5e1db9c 100644
--- a/frontend/src/pages/WorkspaceDashboard/DocumentsList/UploadModal/index.tsx
+++ b/frontend/src/pages/WorkspaceDashboard/DocumentsList/UploadModal/index.tsx
@@ -138,7 +138,7 @@ export default function UploadDocumentModal({ workspace }: { workspace: any }) {
         </div>
         <p className="text-xs text-gray-600 dark:text-stone-400 ">
           supported file extensions are{' '}
-          <code className="font-mono rounded-sm bg-gray-200 px-1 text-xs text-gray-800 dark:bg-stone-800 dark:text-slate-400">
+          <code className="rounded-sm bg-gray-200 px-1 font-mono text-xs text-gray-800 dark:bg-stone-800 dark:text-slate-400">
             {Object.values(fileTypes).flat().join(' ')}
           </code>
         </p>
diff --git a/frontend/src/pages/WorkspaceDashboard/Statistics/index.tsx b/frontend/src/pages/WorkspaceDashboard/Statistics/index.tsx
index ced36ba..bbfd038 100644
--- a/frontend/src/pages/WorkspaceDashboard/Statistics/index.tsx
+++ b/frontend/src/pages/WorkspaceDashboard/Statistics/index.tsx
@@ -1,5 +1,4 @@
 import { memo, useState, useEffect } from 'react';
-import PreLoader from '../../../components/Preloader';
 import { humanFileSize, nFormatter } from '../../../utils/numbers';
 import pluralize from 'pluralize';
 import Workspace from '../../../models/workspace';
@@ -13,10 +12,6 @@ const Statistics = ({
   organization: any;
   workspace: any;
 }) => {
-  const [documents, setDocuments] = useState({
-    status: 'loading',
-    value: 0,
-  });
   const [vectors, setVectors] = useState({
     status: 'loading',
     value: 0,
@@ -45,11 +40,6 @@ const Statistics = ({
     async function collectStats() {
       if (!workspace?.slug) return false;
 
-      Workspace.stats(organization.slug, workspace.slug, 'documents').then(
-        (json) => {
-          setDocuments({ status: 'complete', value: json.value });
-        }
-      );
       Workspace.stats(organization.slug, workspace.slug, 'vectors').then(
         (json) => {
           setVectors({ status: 'complete', value: json.value });
@@ -94,7 +84,7 @@ const Statistics = ({
 
       <div className=" -mt-6 ml-4 mr-24 w-fit min-w-[303px] rounded-xl border-2 border-white/20 px-5 py-2 text-sky-400">
         <div className="flex items-center justify-between">
-          <span className="whitespace-nowrap font-jetbrains text-white">
+          <span className="font-jetbrains whitespace-nowrap text-white">
             ID:{' '}
             <span
               className={`font-jetbrainsbold transition-all duration-300 ${
diff --git a/frontend/src/pages/WorkspaceDashboard/index.tsx b/frontend/src/pages/WorkspaceDashboard/index.tsx
index 843d3ba..014b1e6 100644
--- a/frontend/src/pages/WorkspaceDashboard/index.tsx
+++ b/frontend/src/pages/WorkspaceDashboard/index.tsx
@@ -7,7 +7,6 @@ import paths from '../../utils/paths';
 import AppLayout from '../../layout/AppLayout';
 import { useParams } from 'react-router-dom';
 import Organization from '../../models/organization';
-import ApiKeyCard from './ApiKey';
 import Statistics from './Statistics';
 import DocumentsList from './DocumentsList';
 import Workspace from '../../models/workspace';
@@ -824,11 +823,7 @@ function WorkspaceViewHeader({
           }
           className="flex h-11 w-11 items-center justify-center rounded-lg border-2 border-white border-opacity-20 transition-all duration-300 hover:bg-opacity-5"
         >
-          <img
-            src={logo}
-            alt="Connector logo"
-            className="h-full p-1 grayscale"
-          />
+          <img src={logo} alt="Connector logo" className="h-full p-1" />
         </button>
 
         <button
@@ -837,7 +832,7 @@ function WorkspaceViewHeader({
           }
           className="inline-flex h-11 w-[74px] flex-col items-center justify-center gap-2.5 rounded-lg bg-white bg-opacity-10 px-5 py-2.5 transition-all duration-300 hover:bg-opacity-5"
         >
-          <div className="h-[25.53px] w-11 text-center font-['Satoshi'] text-base font-bold text-white">
+          <div className="font-satoshi h-[25.53px] w-11 text-center text-base font-bold text-white">
             Sync
           </div>
         </button>
@@ -849,7 +844,7 @@ function WorkspaceViewHeader({
           }
           className="inline-flex h-11 w-[74px] flex-col items-center justify-center gap-2.5 rounded-lg bg-white bg-opacity-10 px-5 py-2.5 transition-all duration-300 hover:bg-opacity-5"
         >
-          <div className="h-[25.53px] w-11 text-center font-['Satoshi'] text-base font-bold text-white">
+          <div className="font-satoshi h-[25.53px] w-11 text-center text-base font-bold text-white">
             Clone
           </div>
         </button>
@@ -857,7 +852,7 @@ function WorkspaceViewHeader({
           onClick={deleteWorkspace}
           className="inline-flex h-11 w-[74px] flex-col items-center justify-center gap-2.5 rounded-lg border-2 border-white border-opacity-20 px-3.5 py-2.5 transition-all duration-300 hover:bg-red-500"
         >
-          <div className="h-[25.53px] w-[59px] text-center font-['Satoshi'] text-base font-bold text-white">
+          <div className="font-satoshi h-[25.53px] w-[59px] text-center text-base font-bold text-white">
             Delete
           </div>
         </button>
diff --git a/frontend/src/satoshi.css b/frontend/src/satoshi.css
deleted file mode 100644
index 6dfad85..0000000
--- a/frontend/src/satoshi.css
+++ /dev/null
@@ -1,121 +0,0 @@
-/**
- * @license
- *
- * Font Family: Satoshi
- * Designed by: Deni Anggara
- * URL: https://www.fontshare.com/fonts/satoshi
- * © 2023 Indian Type Foundry
- *
- * Font Styles:
- * Satoshi Light
- * Satoshi Light Italic
- * Satoshi Regular
- * Satoshi Italic
- * Satoshi Medium
- * Satoshi Medium Italic
- * Satoshi Bold
- * Satoshi Bold Italic
- * Satoshi Black
- * Satoshi Black Italic
- *
-*/
-
-@font-face {
-  font-family: 'Satoshi';
-  src: url('./fonts/Satoshi-Light.woff2') format('woff2'),
-    url('./fonts/Satoshi-Light.woff') format('woff'),
-    url('./fonts/Satoshi-Light.ttf') format('truetype');
-  font-weight: 300;
-  font-display: swap;
-  font-style: normal;
-}
-
-@font-face {
-  font-family: 'Satoshi';
-  src: url('./fonts/Satoshi-LightItalic.woff2') format('woff2'),
-    url('./fonts/Satoshi-LightItalic.woff') format('woff'),
-    url('./fonts/Satoshi-LightItalic.ttf') format('truetype');
-  font-weight: 300;
-  font-display: swap;
-  font-style: italic;
-}
-
-@font-face {
-  font-family: 'Satoshi';
-  src: url('./fonts/Satoshi-Regular.woff2') format('woff2'),
-    url('./fonts/Satoshi-Regular.woff') format('woff'),
-    url('./fonts/Satoshi-Regular.ttf') format('truetype');
-  font-weight: 400;
-  font-display: swap;
-  font-style: normal;
-}
-
-@font-face {
-  font-family: 'Satoshi';
-  src: url('./fonts/Satoshi-Italic.woff2') format('woff2'),
-    url('./fonts/Satoshi-Italic.woff') format('woff'),
-    url('./fonts/Satoshi-Italic.ttf') format('truetype');
-  font-weight: 400;
-  font-display: swap;
-  font-style: italic;
-}
-
-@font-face {
-  font-family: 'Satoshi';
-  src: url('./fonts/Satoshi-Medium.woff2') format('woff2'),
-    url('./fonts/Satoshi-Medium.woff') format('woff'),
-    url('./fonts/Satoshi-Medium.ttf') format('truetype');
-  font-weight: 500;
-  font-display: swap;
-  font-style: normal;
-}
-
-@font-face {
-  font-family: 'Satoshi';
-  src: url('./fonts/Satoshi-MediumItalic.woff2') format('woff2'),
-    url('./fonts/Satoshi-MediumItalic.woff') format('woff'),
-    url('./fonts/Satoshi-MediumItalic.ttf') format('truetype');
-  font-weight: 500;
-  font-display: swap;
-  font-style: italic;
-}
-
-@font-face {
-  font-family: 'Satoshi';
-  src: url('./fonts/Satoshi-Bold.woff2') format('woff2'),
-    url('./fonts/Satoshi-Bold.woff') format('woff'),
-    url('./fonts/Satoshi-Bold.ttf') format('truetype');
-  font-weight: 700;
-  font-display: swap;
-  font-style: normal;
-}
-
-@font-face {
-  font-family: 'Satoshi';
-  src: url('./fonts/Satoshi-BoldItalic.woff2') format('woff2'),
-    url('./fonts/Satoshi-BoldItalic.woff') format('woff'),
-    url('./fonts/Satoshi-BoldItalic.ttf') format('truetype');
-  font-weight: 700;
-  font-display: swap;
-  font-style: italic;
-}
-
-@font-face {
-  font-family: 'Satoshi';
-  src: url('./fonts/Satoshi-Black.woff2') format('woff2'),
-    url('./fonts/Satoshi-Black.woff') format('woff'),
-    url('./fonts/Satoshi-Black.ttf') format('truetype');
-  font-weight: 900;
-  font-display: swap;
-  font-style: normal;
-}
-
-@font-face {
-  font-family: 'Satoshi';
-  src: url('./fonts/Satoshi-BlackItalic.woff2') format('woff2'),
-    url('./fonts/Satoshi-BlackItalic.woff') format('woff'),
-    url('./fonts/Satoshi-BlackItalic.ttf') format('truetype');
-  font-weight: 900;
-  font-display: swap;
-  font-style: italic;
-}
diff --git a/frontend/tailwind.config.cjs b/frontend/tailwind.config.cjs
index bf53636..0e81eed 100644
--- a/frontend/tailwind.config.cjs
+++ b/frontend/tailwind.config.cjs
@@ -6,11 +6,6 @@ module.exports = {
   content: ['./index.html', './src/**/*.{js,ts,jsx,tsx}'],
   darkMode: 'class',
   theme: {
-    fontFamily: {
-      satoshi: ['Satoshi', 'sans-serif'],
-      jetbrains: ['JetBrainsMono-Light', 'sans-serif'],
-      jetbrainsbold: ['JetBrainsMono-Bold', 'sans-serif'],
-    },
     screens: {
       '2xsm': '375px',
       xsm: '425px',