Give Vision to Anthropic models in Khoj

src/khoj/processor/conversation/anthropic/anthropic_chat.py

@@ -13,7 +13,10 @@ from khoj.processor.conversation.anthropic.utils import (
     anthropic_completion_with_backoff,
     format_messages_for_anthropic,
 )
-from khoj.processor.conversation.utils import generate_chatml_messages_with_context
+from khoj.processor.conversation.utils import (
+    construct_structured_message,
+    generate_chatml_messages_with_context,
+)
 from khoj.utils.helpers import ConversationCommand, is_none_or_empty
 from khoj.utils.rawconfig import LocationData
 
@@ -28,6 +31,8 @@ def extract_questions_anthropic(
     temperature=0.7,
     location_data: LocationData = None,
     user: KhojUser = None,
+    query_images: Optional[list[str]] = None,
+    vision_enabled: bool = False,
     personality_context: Optional[str] = None,
 ):
     """
@@ -69,6 +74,13 @@ def extract_questions_anthropic(
         text=text,
     )
 
+    prompt = construct_structured_message(
+        message=prompt,
+        images=query_images,
+        model_type=ChatModelOptions.ModelType.ANTHROPIC,
+        vision_enabled=vision_enabled,
+    )
+
     messages = [ChatMessage(content=prompt, role="user")]
 
     response = anthropic_completion_with_backoff(
@@ -118,7 +130,7 @@ def converse_anthropic(
     user_query,
     online_results: Optional[Dict[str, Dict]] = None,
     conversation_log={},
-    model: Optional[str] = "claude-instant-1.2",
+    model: Optional[str] = "claude-3-5-sonnet-20241022",
     api_key: Optional[str] = None,
     completion_func=None,
     conversation_commands=[ConversationCommand.Default],
@@ -127,6 +139,8 @@ def converse_anthropic(
     location_data: LocationData = None,
     user_name: str = None,
     agent: Agent = None,
+    query_images: Optional[list[str]] = None,
+    vision_available: bool = False,
 ):
     """
     Converse with user using Anthropic's Claude
@@ -180,6 +194,8 @@ def converse_anthropic(
         model_name=model,
         max_prompt_size=max_prompt_size,
         tokenizer_name=tokenizer_name,
+        query_images=query_images,
+        vision_enabled=vision_available,
         model_type=ChatModelOptions.ModelType.ANTHROPIC,
     )
 

src/khoj/processor/conversation/utils.py

@@ -157,7 +157,11 @@ def construct_structured_message(message: str, images: list[str], model_type: st
     if not images or not vision_enabled:
         return message
 
-    if model_type in [ChatModelOptions.ModelType.OPENAI, ChatModelOptions.ModelType.GOOGLE]:
+    if model_type in [
+        ChatModelOptions.ModelType.OPENAI,
+        ChatModelOptions.ModelType.GOOGLE,
+        ChatModelOptions.ModelType.ANTHROPIC,
+    ]:
         return [
             {"type": "text", "text": message},
             *[{"type": "image_url", "image_url": {"url": image}} for image in images],

src/khoj/routers/api.py

@@ -447,11 +447,13 @@ async def extract_references_and_questions(
             chat_model = conversation_config.chat_model
             inferred_queries = extract_questions_anthropic(
                 defiltered_query,
+                query_images=query_images,
                 model=chat_model,
                 api_key=api_key,
                 conversation_log=meta_log,
                 location_data=location_data,
                 user=user,
+                vision_enabled=vision_enabled,
                 personality_context=personality_context,
             )
         elif conversation_config.model_type == ChatModelOptions.ModelType.GOOGLE:

src/khoj/routers/helpers.py

@@ -825,10 +825,13 @@ async def send_message_to_model_wrapper(
     conversation_config: ChatModelOptions = await ConversationAdapters.aget_default_conversation_config(user)
     vision_available = conversation_config.vision_enabled
     if not vision_available and query_images:
+        logger.warning(f"Vision is not enabled for default model: {conversation_config.chat_model}.")
         vision_enabled_config = await ConversationAdapters.aget_vision_enabled_config()
         if vision_enabled_config:
             conversation_config = vision_enabled_config
             vision_available = True
+    if vision_available and query_images:
+        logger.info(f"Using {conversation_config.chat_model} model to understand {len(query_images)} images.")
 
     subscribed = await ais_user_subscribed(user)
     chat_model = conversation_config.chat_model
@@ -1109,8 +1112,9 @@ def generate_chat_response(
             chat_response = converse_anthropic(
                 compiled_references,
                 q,
-                online_results,
+                query_images=query_images,
-                meta_log,
+                online_results=online_results,
+                conversation_log=meta_log,
                 model=conversation_config.chat_model,
                 api_key=api_key,
                 completion_func=partial_completion,
@@ -1120,6 +1124,7 @@ def generate_chat_response(
                 location_data=location_data,
                 user_name=user_name,
                 agent=agent,
+                vision_available=vision_available,
             )
         elif conversation_config.model_type == ChatModelOptions.ModelType.GOOGLE:
             api_key = conversation_config.openai_config.api_key