+ poetry run python python/generate_schema.py
/Users/greg/Library/Caches/pypoetry/virtualenvs/refstudio-iTeERiwC-py3.10/lib/python3.10/site-packages/dataclasses_jsonschema/__init__.py:850: UserWarning: Unable to create schema for 'str | None'
  warnings.warn(f"Unable to create schema for '{field_type_name}'")
/Users/greg/Library/Caches/pypoetry/virtualenvs/refstudio-iTeERiwC-py3.10/lib/python3.10/site-packages/dataclasses_jsonschema/__init__.py:850: UserWarning: Unable to create schema for 'Author'
  warnings.warn(f"Unable to create schema for '{field_type_name}'")
/Users/greg/Library/Caches/pypoetry/virtualenvs/refstudio-iTeERiwC-py3.10/lib/python3.10/site-packages/dataclasses_jsonschema/__init__.py:850: UserWarning: Unable to create schema for 'Chunk'
  warnings.warn(f"Unable to create schema for '{field_type_name}'")
+ yarn run json2ts python/cli.schema.json --no-additionalProperties
+ git diff --exit-code python/cli.schema.json src/api/types.ts
diff --git a/python/cli.schema.json b/python/cli.schema.json
index a8f5083..55bab1d 100644
--- a/python/cli.schema.json
+++ b/python/cli.schema.json
@@ -50,27 +50,17 @@
         "filename_md5": {
           "type": "string"
         },
-        "title": {
-          "type": "string"
-        },
-        "abstract": {
-          "type": "string"
-        },
-        "contents": {
-          "type": "string"
-        },
+        "title": {},
+        "abstract": {},
+        "contents": {},
         "authors": {
           "type": "array",
-          "items": {
-            "$ref": "#/definitions/Author"
-          },
+          "items": {},
           "default": []
         },
         "chunks": {
           "type": "array",
-          "items": {
-            "$ref": "#/definitions/Chunk"
-          },
+          "items": {},
           "default": []
         },
         "metadata": {
@@ -80,53 +70,6 @@
       },
       "description": "A reference for an academic paper / PDF"
     },
-    "Author": {
-      "type": "object",
-      "required": [
-        "full_name",
-        "given_name",
-        "surname",
-        "email"
-      ],
-      "properties": {
-        "full_name": {
-          "type": "string"
-        },
-        "given_name": {
-          "type": "string"
-        },
-        "surname": {
-          "type": "string"
-        },
-        "email": {
-          "type": "string"
-        }
-      },
-      "description": "Author(full_name: str, given_name: str, surname: str, email: str)"
-    },
-    "Chunk": {
-      "type": "object",
-      "required": [
-        "text"
-      ],
-      "properties": {
-        "text": {
-          "type": "string"
-        },
-        "vector": {
-          "type": "array",
-          "items": {
-            "type": "number"
-          },
-          "default": []
-        },
-        "metadata": {
-          "type": "object",
-          "default": {}
-        }
-      },
-      "description": "Chunk(text: str, vector: List[float] = <factory>, metadata: Dict[str, Any] = <factory>)"
-    },
     "RewriteChoice": {
       "type": "object",
       "required": [
diff --git a/src/api/types.ts b/src/api/types.ts
index eead71c..65d4744 100644
--- a/src/api/types.ts
+++ b/src/api/types.ts
@@ -25,28 +25,11 @@ export interface IngestResponse {
 export interface Reference {
   source_filename: string;
   filename_md5: string;
-  title?: string;
-  abstract?: string;
-  contents?: string;
-  authors?: Author[];
-  chunks?: Chunk[];
-  metadata?: {};
-}
-/**
- * Author(full_name: str, given_name: str, surname: str, email: str)
- */
-export interface Author {
-  full_name: string;
-  given_name: string;
-  surname: string;
-  email: string;
-}
-/**
- * Chunk(text: str, vector: List[float] = <factory>, metadata: Dict[str, Any] = <factory>)
- */
-export interface Chunk {
-  text: string;
-  vector?: number[];
+  title?: unknown;
+  abstract?: unknown;
+  contents?: unknown;
+  authors?: unknown[];
+  chunks?: unknown[];
   metadata?: {};
 }
 /**
husky - pre-push hook exited with code 1 (error)
error: failed to push some refs to 'https://github.com/refstudio/refstudio'