Reuse a single func to format conversation for Gemini

This deduplicates code and prevents logic from deviating across gemini
chat actors

src/khoj/processor/conversation/google/gemini_chat.py

@@ -9,6 +9,7 @@ from langchain.schema import ChatMessage
 from khoj.database.models import Agent, KhojUser
 from khoj.processor.conversation import prompts
 from khoj.processor.conversation.google.utils import (
+    format_messages_for_gemini,
     gemini_chat_completion_with_backoff,
     gemini_completion_with_backoff,
 )
@@ -105,15 +106,7 @@ def gemini_send_message_to_model(messages, api_key, model, response_type="text")
     """
     Send message to model
     """
-    system_prompt = None
+    messages, system_prompt = format_messages_for_gemini(messages)
-    if len(messages) == 1:
-        messages[0].role = "user"
-    else:
-        system_prompt = ""
-        for message in messages.copy():
-            if message.role == "system":
-                system_prompt += message.content
-                messages.remove(message)
 
     model_kwargs = {}
     if response_type == "json_object":
@@ -195,14 +188,7 @@ def converse_gemini(
         tokenizer_name=tokenizer_name,
     )
 
-    for message in messages:
+    messages, system_prompt = format_messages_for_gemini(messages, system_prompt)
-        if message.role == "assistant":
-            message.role = "model"
-
-    for message in messages.copy():
-        if message.role == "system":
-            system_prompt += message.content
-            messages.remove(message)
 
     truncated_messages = "\n".join({f"{message.content[:40]}..." for message in messages})
     logger.debug(f"Conversation Context for Gemini: {truncated_messages}")

src/khoj/processor/conversation/google/utils.py

@@ -10,6 +10,7 @@ from google.generativeai.types.safety_types import (
     HarmCategory,
     HarmProbability,
 )
+from langchain.schema import ChatMessage
 from tenacity import (
     before_sleep_log,
     retry,
@@ -19,6 +20,7 @@ from tenacity import (
 )
 
 from khoj.processor.conversation.utils import ThreadedGenerator
+from khoj.utils.helpers import is_none_or_empty
 
 logger = logging.getLogger(__name__)
 
@@ -182,3 +184,23 @@ def generate_safety_response(safety_ratings):
     return safety_response_choice.format(
         category=max_safety_category, probability=max_safety_rating.probability.name, discomfort_level=discomfort_level
     )
+
+
+def format_messages_for_gemini(messages: list[ChatMessage], system_prompt: str = None) -> tuple[list[str], str]:
+    if len(messages) == 1:
+        messages[0].role = "user"
+        return messages, system_prompt
+
+    for message in messages:
+        if message.role == "assistant":
+            message.role = "model"
+
+    # Extract system message
+    system_prompt = system_prompt or ""
+    for message in messages.copy():
+        if message.role == "system":
+            system_prompt += message.content
+            messages.remove(message)
+    system_prompt = None if is_none_or_empty(system_prompt) else system_prompt
+
+    return messages, system_prompt