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https://github.com/khoj-ai/khoj.git
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Add better error handling for diagram output, and fix chat history construct
- Make the `clean_json` method more robust as well
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4 changed files with 50 additions and 13 deletions
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@ -215,6 +215,10 @@ export function getIconForSlashCommand(command: string, customClassName: string
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return <PencilLine className={className} />;
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}
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if (command.includes("code")) {
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return <Code className={className} />;
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}
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return <ArrowRight className={className} />;
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}
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@ -5,6 +5,7 @@ import math
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import mimetypes
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import os
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import queue
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import re
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import uuid
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from dataclasses import dataclass
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from datetime import datetime
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@ -377,8 +378,10 @@ def generate_chatml_messages_with_context(
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message_context = ""
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message_attached_files = ""
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chat_message = chat.get("message")
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if chat["by"] == "khoj" and "excalidraw" in chat["intent"].get("type", ""):
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message_context += chat.get("intent").get("inferred-queries")[0]
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chat_message = chat["intent"].get("inferred-queries")[0]
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if not is_none_or_empty(chat.get("context")):
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references = "\n\n".join(
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{
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@ -407,7 +410,7 @@ def generate_chatml_messages_with_context(
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role = "user" if chat["by"] == "you" else "assistant"
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message_content = construct_structured_message(
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chat["message"], chat.get("images"), model_type, vision_enabled, attached_file_context=query_files
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chat_message, chat.get("images"), model_type, vision_enabled, attached_file_context=query_files
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)
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reconstructed_message = ChatMessage(content=message_content, role=role)
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@ -524,7 +527,25 @@ def reciprocal_conversation_to_chatml(message_pair):
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def clean_json(response: str):
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"""Remove any markdown json codeblock and newline formatting if present. Useful for non schema enforceable models"""
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return response.strip().replace("\n", "").removeprefix("```json").removesuffix("```")
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try:
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# Remove markdown code blocks
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cleaned = response.strip().replace("```json", "").replace("```", "")
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# Find JSON array/object pattern
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json_match = re.search(r"\[.*\]|\{.*\}", cleaned, re.DOTALL)
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if not json_match:
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return ""
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# Extract matched JSON
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json_str = json_match.group()
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# Validate by parsing
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json.loads(json_str)
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return json_str.strip()
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except (json.JSONDecodeError, AttributeError):
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return ""
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def clean_code_python(code: str):
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@ -1171,8 +1171,13 @@ async def chat(
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yield result[ChatEvent.STATUS]
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else:
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better_diagram_description_prompt, excalidraw_diagram_description = result
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inferred_queries.append(better_diagram_description_prompt)
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diagram_description = excalidraw_diagram_description
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if better_diagram_description_prompt and excalidraw_diagram_description:
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inferred_queries.append(better_diagram_description_prompt)
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diagram_description = excalidraw_diagram_description
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else:
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async for result in send_llm_response(f"Failed to generate diagram. Please try again later."):
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yield result
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return
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content_obj = {
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"intentType": intent_type,
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@ -784,13 +784,17 @@ async def generate_excalidraw_diagram(
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if send_status_func:
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async for event in send_status_func(f"**Diagram to Create:**:\n{better_diagram_description_prompt}"):
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yield {ChatEvent.STATUS: event}
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excalidraw_diagram_description = await generate_excalidraw_diagram_from_description(
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q=better_diagram_description_prompt,
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user=user,
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agent=agent,
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tracer=tracer,
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)
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try:
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excalidraw_diagram_description = await generate_excalidraw_diagram_from_description(
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q=better_diagram_description_prompt,
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user=user,
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agent=agent,
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tracer=tracer,
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)
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except Exception as e:
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logger.error(f"Error generating Excalidraw diagram for {user.email}: {e}", exc_info=True)
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yield None, None
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return
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yield better_diagram_description_prompt, excalidraw_diagram_description
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@ -876,7 +880,10 @@ async def generate_excalidraw_diagram_from_description(
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query=excalidraw_diagram_generation, user=user, tracer=tracer
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)
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raw_response = clean_json(raw_response)
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response: Dict[str, str] = json.loads(raw_response)
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try:
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response: Dict[str, str] = json.loads(raw_response)
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except Exception:
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raise AssertionError(f"Invalid response for generating Excalidraw diagram: {raw_response}")
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if not response or not isinstance(response, List) or not isinstance(response[0], Dict):
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# TODO Some additional validation here that it's a valid Excalidraw diagram
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raise AssertionError(f"Invalid response for improving diagram description: {response}")
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