feat: add citation style quick setting

libs/kotaemon/kotaemon/llms/chats/langchain_based.py

@@ -296,6 +296,15 @@ class LCGeminiChat(LCChatMixin, ChatLLM):  # type: ignore
         required=True,
     )
 
+    def _get_tool_call_kwargs(self):
+        return {
+            "tool_config": {
+                "function_calling_config": {
+                    "mode": "ANY",
+                }
+            }
+        }
+
     def __init__(
         self,
         api_key: str | None = None,

libs/ktem/ktem/assets/css/main.css

@@ -208,7 +208,12 @@ mark {
   position: absolute;
   top: 6px;
   right: -10px;
-  z-index: 10;
+  z-index: 1;
+}
+
+#quick-setting-labels {
+  margin-top: 5px;
+  margin-bottom: -10px;
 }
 
 #use-mindmap-checkbox {
@@ -218,6 +223,14 @@ mark {
   right: 25px;
 }
 
+#citation-dropdown {
+  width: min(25%, 100px);
+  position: absolute;
+  top: 2px;
+  left: 120px;
+  height: 35px;
+}
+
 #quick-url textarea {
   resize: none;
   background: transparent;
@@ -262,7 +275,7 @@ pdfjs-viewer-element {
 .modal {
   display: none;
   position: relative;
-  z-index: 1;
+  z-index: 2;
   left: 0;
   top: 0;
   width: 100%;
@@ -351,11 +364,11 @@ pdfjs-viewer-element {
 /* Bot animation */
 
 .message.bot {
-  animation: fadein 1.5s ease-in-out forwards;
+  animation: fadein 1.0s ease-in-out forwards;
 }
 
 details.evidence {
-  animation: fadein 0.5s ease-in-out forwards;
+  animation: fadein 0.3s ease-in-out forwards;
 }
 
 @keyframes fadein {

libs/ktem/ktem/assets/js/main.js

@@ -41,8 +41,10 @@ function run() {
 
   // move use mind-map checkbox
   let mindmap_checkbox = document.getElementById("use-mindmap-checkbox");
+  let citation_dropdown = document.getElementById("citation-dropdown");
   let chat_setting_panel = document.getElementById("chat-settings-expand");
   chat_setting_panel.insertBefore(mindmap_checkbox, chat_setting_panel.childNodes[2]);
+  chat_setting_panel.insertBefore(citation_dropdown, mindmap_checkbox);
 
   // create slider toggle
   const is_public_checkbox = document.getElementById("is-public-checkbox");

libs/ktem/ktem/pages/chat/__init__.py

@@ -185,12 +185,10 @@ def on_building_ui(self):
                         elem_id="chat-settings-expand",
                         open=False,
                     ):
-                        # a quick switch for reasoning type option
-                        with gr.Row():
+                        with gr.Row(elem_id="quick-setting-labels"):
                             gr.HTML("Reasoning method")
                             gr.HTML("Model")
                             gr.HTML("Language")
-                            gr.HTML("Citation")
 
                         with gr.Row():
                             reasoning_type_values = [
@@ -236,6 +234,7 @@ def on_building_ui(self):
                                 container=False,
                                 show_label=False,
                                 interactive=True,
+                                elem_id="citation-dropdown",
                             )
 
                             self.use_mindmap = gr.State(value=DEFAULT_SETTING)

libs/ktem/ktem/reasoning/prompt_optimization/decompose_question.py

@@ -69,11 +69,21 @@ def run(self, question: str) -> list:  # type: ignore
         sub_queries = []
         if tool_calls:
             for tool_call in tool_calls:
+                if "function" in tool_call:
+                    # openai and cohere format
+                    function_output = tool_call["function"]["arguments"]
+                else:
+                    # anthropic format
+                    function_output = tool_call["args"]
+
+                if isinstance(function_output, str):
+                    sub_query = SubQuery.parse_raw(function_output).sub_query
+                else:
+                    sub_query = SubQuery.parse_obj(function_output).sub_query
+
                 sub_queries.append(
                     Document(
-                        content=SubQuery.parse_raw(
-                            tool_call["function"]["arguments"]
-                        ).sub_query
+                        content=sub_query,
                     )
                 )
 

libs/ktem/ktem/reasoning/simple.py

@@ -411,9 +411,9 @@ def get_user_settings(cls) -> dict:
                 "value": "highlight",
                 "component": "radio",
                 "choices": [
-                    ("highlight (long answer)", "highlight"),
-                    ("inline (precise answer)", "inline"),
-                    ("off", "off"),
+                    ("highlight (verbose)", "highlight"),
+                    ("inline (concise)", "inline"),
+                    ("no citation", "off"),
                 ],
             },
             "create_mindmap": {