De duplication and updating chunkschunking-and-retrieval

3 files changed, 1345 insertions, 0 deletions

diff --git a/apps/backend/drizzle/0015_messy_karma.sql b/apps/backend/drizzle/0015_messy_karma.sql
new file mode 100644
index 00000000..23c763f5
--- /dev/null
+++ b/apps/backend/drizzle/0015_messy_karma.sql
@@ -0,0 +1,16 @@
+CREATE TABLE IF NOT EXISTS "processed_content" (
+	"id" serial PRIMARY KEY NOT NULL,
+	"content_hash" text NOT NULL,
+	"content" text NOT NULL,
+	"is_successfully_processed" boolean DEFAULT false,
+	"error_message" text,
+	"created_at" timestamp with time zone DEFAULT now() NOT NULL,
+	"updated_at" timestamp with time zone DEFAULT now() NOT NULL,
+	CONSTRAINT "processed_content_content_hash_unique" UNIQUE("content_hash")
+);
+--> statement-breakpoint
+ALTER TABLE "chunks" ALTER COLUMN "text_content" SET NOT NULL;--> statement-breakpoint
+ALTER TABLE "chunks" ADD COLUMN "content_hash" text;--> statement-breakpoint
+CREATE UNIQUE INDEX IF NOT EXISTS "processed_content_hash_idx" ON "processed_content" USING btree ("content_hash");--> statement-breakpoint
+CREATE INDEX IF NOT EXISTS "chunk_content_hash_idx" ON "chunks" USING btree ("content_hash");--> statement-breakpoint
+CREATE INDEX IF NOT EXISTS "document_content_hash_idx" ON "documents" USING btree ("content_hash");
\ No newline at end of file
diff --git a/apps/backend/drizzle/meta/0015_snapshot.json b/apps/backend/drizzle/meta/0015_snapshot.json
new file mode 100644
index 00000000..ab108e86
--- /dev/null
+++ b/apps/backend/drizzle/meta/0015_snapshot.json
@@ -0,0 +1,1322 @@
+{
+  "id": "eee9f91b-d7a4-4dab-8ce9-30dde703e6f7",
+  "prevId": "f5cef50a-50ec-4b49-99c2-4da3a0f6a098",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.chat_threads": {
+      "name": "chat_threads",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "bigserial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "uuid": {
+          "name": "uuid",
+          "type": "varchar(36)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "firstMessage": {
+          "name": "firstMessage",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "messages": {
+          "name": "messages",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "chat_threads_user_idx": {
+          "name": "chat_threads_user_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "chat_threads_user_id_users_id_fk": {
+          "name": "chat_threads_user_id_users_id_fk",
+          "tableFrom": "chat_threads",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "chat_threads_uuid_unique": {
+          "name": "chat_threads_uuid_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "uuid"
+          ]
+        }
+      }
+    },
+    "public.chunks": {
+      "name": "chunks",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "document_id": {
+          "name": "document_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "text_content": {
+          "name": "text_content",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "content_hash": {
+          "name": "content_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "order_in_document": {
+          "name": "order_in_document",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "embeddings": {
+          "name": "embeddings",
+          "type": "vector(1536)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "chunk_id_idx": {
+          "name": "chunk_id_idx",
+          "columns": [
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "chunk_document_id_idx": {
+          "name": "chunk_document_id_idx",
+          "columns": [
+            {
+              "expression": "document_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "chunk_content_hash_idx": {
+          "name": "chunk_content_hash_idx",
+          "columns": [
+            {
+              "expression": "content_hash",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "embeddingIndex": {
+          "name": "embeddingIndex",
+          "columns": [
+            {
+              "expression": "embeddings",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last",
+              "opclass": "vector_cosine_ops"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "hnsw",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "chunks_document_id_documents_id_fk": {
+          "name": "chunks_document_id_documents_id_fk",
+          "tableFrom": "chunks",
+          "tableTo": "documents",
+          "columnsFrom": [
+            "document_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {}
+    },
+    "public.content_to_space": {
+      "name": "content_to_space",
+      "schema": "",
+      "columns": {
+        "content_id": {
+          "name": "content_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "space_id": {
+          "name": "space_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {
+        "content_id_space_id_unique": {
+          "name": "content_id_space_id_unique",
+          "columns": [
+            {
+              "expression": "content_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "space_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "content_to_space_content_id_documents_id_fk": {
+          "name": "content_to_space_content_id_documents_id_fk",
+          "tableFrom": "content_to_space",
+          "tableTo": "documents",
+          "columnsFrom": [
+            "content_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "content_to_space_space_id_spaces_id_fk": {
+          "name": "content_to_space_space_id_spaces_id_fk",
+          "tableFrom": "content_to_space",
+          "tableTo": "spaces",
+          "columnsFrom": [
+            "space_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {}
+    },
+    "public.document_type": {
+      "name": "document_type",
+      "schema": "",
+      "columns": {
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {}
+    },
+    "public.documents": {
+      "name": "documents",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "bigserial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "uuid": {
+          "name": "uuid",
+          "type": "varchar(36)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "url": {
+          "name": "url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "og_image": {
+          "name": "og_image",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "raw": {
+          "name": "raw",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "content": {
+          "name": "content",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "content_hash": {
+          "name": "content_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_successfully_processed": {
+          "name": "is_successfully_processed",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false,
+          "default": false
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "document_id_idx": {
+          "name": "document_id_idx",
+          "columns": [
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "document_uuid_idx": {
+          "name": "document_uuid_idx",
+          "columns": [
+            {
+              "expression": "uuid",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "document_type_idx": {
+          "name": "document_type_idx",
+          "columns": [
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "document_raw_user_idx": {
+          "name": "document_raw_user_idx",
+          "columns": [
+            {
+              "expression": "raw",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "document_content_hash_idx": {
+          "name": "document_content_hash_idx",
+          "columns": [
+            {
+              "expression": "content_hash",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "documents_type_document_type_type_fk": {
+          "name": "documents_type_document_type_type_fk",
+          "tableFrom": "documents",
+          "tableTo": "document_type",
+          "columnsFrom": [
+            "type"
+          ],
+          "columnsTo": [
+            "type"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "documents_user_id_users_id_fk": {
+          "name": "documents_user_id_users_id_fk",
+          "tableFrom": "documents",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "documents_uuid_unique": {
+          "name": "documents_uuid_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "uuid"
+          ]
+        }
+      }
+    },
+    "public.job": {
+      "name": "job",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "url": {
+          "name": "url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "attempts": {
+          "name": "attempts",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "lastAttemptAt": {
+          "name": "lastAttemptAt",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "user_id_url_idx": {
+          "name": "user_id_url_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "url",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "job_user_id_users_id_fk": {
+          "name": "job_user_id_users_id_fk",
+          "tableFrom": "job",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {}
+    },
+    "public.processed_content": {
+      "name": "processed_content",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "content_hash": {
+          "name": "content_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "content": {
+          "name": "content",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_successfully_processed": {
+          "name": "is_successfully_processed",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false,
+          "default": false
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "processed_content_hash_idx": {
+          "name": "processed_content_hash_idx",
+          "columns": [
+            {
+              "expression": "content_hash",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "processed_content_content_hash_unique": {
+          "name": "processed_content_content_hash_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "content_hash"
+          ]
+        }
+      }
+    },
+    "public.saved_spaces": {
+      "name": "saved_spaces",
+      "schema": "",
+      "columns": {
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "space_id": {
+          "name": "space_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "saved_at": {
+          "name": "saved_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "saved_spaces_user_space_idx": {
+          "name": "saved_spaces_user_space_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "space_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "saved_spaces_user_id_users_id_fk": {
+          "name": "saved_spaces_user_id_users_id_fk",
+          "tableFrom": "saved_spaces",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "saved_spaces_space_id_spaces_id_fk": {
+          "name": "saved_spaces_space_id_spaces_id_fk",
+          "tableFrom": "saved_spaces",
+          "tableTo": "spaces",
+          "columnsFrom": [
+            "space_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {}
+    },
+    "public.space_access": {
+      "name": "space_access",
+      "schema": "",
+      "columns": {
+        "space_id": {
+          "name": "space_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_email": {
+          "name": "user_email",
+          "type": "varchar(512)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "access_type": {
+          "name": "access_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'read'"
+        }
+      },
+      "indexes": {
+        "space_id_user_email_idx": {
+          "name": "space_id_user_email_idx",
+          "columns": [
+            {
+              "expression": "space_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "space_access_space_id_spaces_id_fk": {
+          "name": "space_access_space_id_spaces_id_fk",
+          "tableFrom": "space_access",
+          "tableTo": "spaces",
+          "columnsFrom": [
+            "space_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "space_access_status_space_access_status_status_fk": {
+          "name": "space_access_status_space_access_status_status_fk",
+          "tableFrom": "space_access",
+          "tableTo": "space_access_status",
+          "columnsFrom": [
+            "status"
+          ],
+          "columnsTo": [
+            "status"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {}
+    },
+    "public.space_access_status": {
+      "name": "space_access_status",
+      "schema": "",
+      "columns": {
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {}
+    },
+    "public.space_members": {
+      "name": "space_members",
+      "schema": "",
+      "columns": {
+        "spaceId": {
+          "name": "spaceId",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {
+        "space_members_space_user_idx": {
+          "name": "space_members_space_user_idx",
+          "columns": [
+            {
+              "expression": "spaceId",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "space_members_spaceId_users_id_fk": {
+          "name": "space_members_spaceId_users_id_fk",
+          "tableFrom": "space_members",
+          "tableTo": "users",
+          "columnsFrom": [
+            "spaceId"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "restrict",
+          "onUpdate": "no action"
+        },
+        "space_members_user_id_users_id_fk": {
+          "name": "space_members_user_id_users_id_fk",
+          "tableFrom": "space_members",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "restrict",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {}
+    },
+    "public.spaces": {
+      "name": "spaces",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "bigserial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "uuid": {
+          "name": "uuid",
+          "type": "varchar(36)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "ownerId": {
+          "name": "ownerId",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_public": {
+          "name": "is_public",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        }
+      },
+      "indexes": {
+        "spaces_id_idx": {
+          "name": "spaces_id_idx",
+          "columns": [
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "spaces_owner_id_idx": {
+          "name": "spaces_owner_id_idx",
+          "columns": [
+            {
+              "expression": "ownerId",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "spaces_name_idx": {
+          "name": "spaces_name_idx",
+          "columns": [
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "spaces_uuid_unique": {
+          "name": "spaces_uuid_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "uuid"
+          ]
+        }
+      }
+    },
+    "public.users": {
+      "name": "users",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "uuid": {
+          "name": "uuid",
+          "type": "varchar(36)",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "first_name": {
+          "name": "first_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_name": {
+          "name": "last_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "email_verified": {
+          "name": "email_verified",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "profile_picture_url": {
+          "name": "profile_picture_url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "telegram_id": {
+          "name": "telegram_id",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "has_onboarded": {
+          "name": "has_onboarded",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "last_api_key_generated_at": {
+          "name": "last_api_key_generated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "now()"
+        },
+        "stripe_customer_id": {
+          "name": "stripe_customer_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tier": {
+          "name": "tier",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'free'"
+        }
+      },
+      "indexes": {
+        "users_id_idx": {
+          "name": "users_id_idx",
+          "columns": [
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "users_uuid_idx": {
+          "name": "users_uuid_idx",
+          "columns": [
+            {
+              "expression": "uuid",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "users_email_idx": {
+          "name": "users_email_idx",
+          "columns": [
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "users_name_idx": {
+          "name": "users_name_idx",
+          "columns": [
+            {
+              "expression": "first_name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "last_name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "users_created_at_idx": {
+          "name": "users_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "users_telegram_id_idx": {
+          "name": "users_telegram_id_idx",
+          "columns": [
+            {
+              "expression": "telegram_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "users_uuid_unique": {
+          "name": "users_uuid_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "uuid"
+          ]
+        },
+        "users_email_unique": {
+          "name": "users_email_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "email"
+          ]
+        }
+      }
+    },
+    "public.waitlist": {
+      "name": "waitlist",
+      "schema": "",
+      "columns": {
+        "email": {
+          "name": "email",
+          "type": "varchar(512)",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {}
+    }
+  },
+  "enums": {},
+  "schemas": {},
+  "sequences": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
\ No newline at end of file
diff --git a/apps/backend/drizzle/meta/_journal.json b/apps/backend/drizzle/meta/_journal.json
index 2ef7aaa9..a7927929 100644
--- a/apps/backend/drizzle/meta/_journal.json
+++ b/apps/backend/drizzle/meta/_journal.json
@@ -106,6 +106,13 @@
       "when": 1736852938881,
       "tag": "0014_mighty_the_captain",
       "breakpoints": true
+    },
+    {
+      "idx": 15,
+      "version": "7",
+      "when": 1737670732529,
+      "tag": "0015_messy_karma",
+      "breakpoints": true
     }
   ]
 }
\ No newline at end of file