LeMoussel

"""Run a vectorless RAG demo with PageIndex and Hermes Agent.

This module demonstrates a document question-answering workflow that avoids
vector embeddings and chunk-based similarity search. Instead, PageIndex
provides a hierarchical representation of the document, and Hermes Agent uses
custom tools to inspect the structure, fetch metadata, and read selected pages
before answering a question.

The registered Hermes tools are:
  get_document: Returns document metadata such as status and page count.

LeMoussel

"""
Implementation of the Selenium Chrome WebDriver with HTTP Response data
included via the ChromeDriver performance logging capability
"""

import json
from requests.structures import CaseInsensitiveDict

# https://github.com/SeleniumHQ/selenium
from selenium import webdriver

LeMoussel

import os
import codecs
import urllib3
import gzip

from pathlib import Path
# CChardet is faster and can be more accurate
try:
    import cchardet as chardet
except ImportError: