- Allowing for multiple types of Catalogs

- Introduction of retrievers
- Ensuring processing information is collected from Catalog iso Tenant
- Introduction of a generic Form class to enable dynamic fields based on a configuration
- Realisation of Retriever functionality to support dynamic fields

config/catalog_types.py

@@ -0,0 +1,11 @@
+# Catalog Types
+CATALOG_TYPES = {
+    "DEFAULT": {
+        "name": "Default Catalog",
+        "Description": "Default Catalog"
+    },
+    "DOSSIER": {
+        "name": "Dossier Catalog",
+        "Description": "A Catalog in which several Dossiers can be stored"
+    },
+}

config/retriever_types.py

@@ -0,0 +1,30 @@
+# Retriever Types
+RETRIEVER_TYPES = {
+    "DEFAULT_RAG": {
+        "name": "Default RAG",
+        "description": "Retrieving all embeddings conform the query",
+        "configuration": {
+            "es_k": {
+                "name": "es_k",
+                "type": "int",
+                "description": "K-value to retrieve embeddings (max embeddings retrieved)",
+                "required": True,
+                "default": 8,
+            },
+            "es_similarity_threshold": {
+                "name": "es_similarity_threshold",
+                "type": "float",
+                "description": "Similarity threshold for retrieving embeddings",
+                "required": True,
+                "default": 0.3,
+            },
+            "rag_tuning": {
+                "name": "rag_tuning",
+                "type": "boolean",
+                "description": "Whether to do tuning logging or not.",
+                "required": False,
+                "default": False,
+            }
+        }
+    }
+}