import gradio as gr
import pandas as pd
import logging
import asyncio
import os
from uuid import uuid4
from datetime import datetime
from pathlib import Path
from huggingface_hub import CommitScheduler
from auditqa.sample_questions import QUESTIONS
from auditqa.reports import files, report_list, new_files, new_report_list
from auditqa.process_chunks import load_chunks, getconfig, get_local_qdrant, load_new_chunks
from auditqa.retriever import get_context
from auditqa.reader import nvidia_client, dedicated_endpoint
from auditqa.utils import make_html_source, parse_output_llm_with_sources, save_logs, get_message_template
from dotenv import load_dotenv
load_dotenv()


vectorstores = get_local_qdrant()
vectorstore = vectorstores['allreports']
print(vectorstore)
print(type(vectorstore))