text-generation-webui/modules/web_search.py

216 lines
7.6 KiB
Python

import concurrent.futures
import html
import ipaddress
import random
import re
import socket
from concurrent.futures import as_completed
from datetime import datetime
from urllib.parse import parse_qs, quote_plus, urljoin, urlparse
import requests
from modules import shared
from modules.logging_colors import logger
def _validate_url(url):
"""Validate that a URL is safe to fetch (not targeting private/internal networks)."""
parsed = urlparse(url)
if parsed.scheme not in ('http', 'https'):
raise ValueError(f"Unsupported URL scheme: {parsed.scheme}")
hostname = parsed.hostname
if not hostname:
raise ValueError("No hostname in URL")
# Resolve hostname and check all returned addresses
try:
for family, _, _, _, sockaddr in socket.getaddrinfo(hostname, None):
ip = ipaddress.ip_address(sockaddr[0])
if not ip.is_global:
raise ValueError(f"Access to non-public address {ip} is blocked")
except socket.gaierror:
raise ValueError(f"Could not resolve hostname: {hostname}")
def get_current_timestamp():
"""Returns the current time in 24-hour format"""
return datetime.now().strftime('%b %d, %Y %H:%M')
def download_web_page(url, timeout=10, include_links=False):
"""
Download a web page and extract its main content as Markdown text.
"""
import trafilatura
try:
_validate_url(url)
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36'
}
max_redirects = 5
for _ in range(max_redirects):
response = requests.get(url, headers=headers, timeout=timeout, allow_redirects=False)
if response.is_redirect and 'Location' in response.headers:
url = urljoin(url, response.headers['Location'])
_validate_url(url)
else:
break
response.raise_for_status()
result = trafilatura.extract(
response.text,
include_links=include_links,
output_format='markdown',
url=url
)
return result or ""
except requests.exceptions.RequestException as e:
logger.error(f"Error downloading {url}: {e}")
return ""
except Exception as e:
logger.error(f"An unexpected error occurred: {e}")
return ""
def perform_web_search(query, num_pages=3, max_workers=5, timeout=10, fetch_content=True):
"""Perform web search and return results, optionally with page content"""
try:
search_url = f"https://html.duckduckgo.com/html/?q={quote_plus(query)}"
agents = [
"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36",
"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36"
]
response = requests.get(search_url, headers={'User-Agent': random.choice(agents)}, timeout=timeout)
response.raise_for_status()
response_text = response.text
# Extract results - title and URL come from the same <a class="result__a"> element
result_links = re.findall(r'<a[^>]*class="[^"]*result__a[^"]*"[^>]*>(.*?)</a>', response_text, re.DOTALL)
result_tags = re.findall(r'<a([^>]*class="[^"]*result__a[^"]*"[^>]*)>', response_text, re.DOTALL)
# Prepare download tasks
download_tasks = []
for i, (tag_attrs, raw_title) in enumerate(zip(result_tags, result_links)):
if num_pages is not None and i >= num_pages:
break
# Extract href and resolve the actual URL from DuckDuckGo's redirect link
href_match = re.search(r'href="([^"]*)"', tag_attrs)
if not href_match:
continue
uddg = parse_qs(urlparse(html.unescape(href_match.group(1))).query).get('uddg', [''])[0]
if not uddg:
continue
title = html.unescape(re.sub(r'<[^>]+>', '', raw_title).strip())
download_tasks.append((uddg, title, len(download_tasks)))
search_results = [None] * len(download_tasks) # Pre-allocate to maintain order
if not fetch_content:
for url, title, index in download_tasks:
search_results[index] = {
'title': title,
'url': url,
'content': ''
}
return search_results
# Download pages in parallel
with concurrent.futures.ThreadPoolExecutor(max_workers=max_workers) as executor:
# Submit all download tasks
future_to_task = {
executor.submit(download_web_page, task[0]): task
for task in download_tasks
}
# Collect results as they complete
for future in as_completed(future_to_task):
url, title, index = future_to_task[future]
try:
content = future.result()
search_results[index] = {
'title': title,
'url': url,
'content': content
}
except Exception:
search_results[index] = {
'title': title,
'url': url,
'content': ''
}
return search_results
except Exception as e:
logger.error(f"Error performing web search: {e}")
return []
def truncate_content_by_tokens(content, max_tokens=8192):
"""Truncate content to fit within token limit using binary search"""
if len(shared.tokenizer.encode(content)) <= max_tokens:
return content
left, right = 0, len(content)
while left < right:
mid = (left + right + 1) // 2
if len(shared.tokenizer.encode(content[:mid])) <= max_tokens:
left = mid
else:
right = mid - 1
return content[:left]
def add_web_search_attachments(history, row_idx, user_message, search_query, state):
"""Perform web search and add results as attachments"""
if not search_query:
logger.warning("No search query provided")
return
try:
logger.info(f"Using search query: {search_query}")
# Perform web search
num_pages = int(state.get('web_search_pages', 3))
search_results = perform_web_search(search_query, num_pages)
if not search_results:
logger.warning("No search results found")
return
# Filter out failed downloads before adding attachments
successful_results = [result for result in search_results if result['content'].strip()]
if not successful_results:
logger.warning("No successful downloads to add as attachments")
return
# Add search results as attachments
key = f"user_{row_idx}"
if key not in history['metadata']:
history['metadata'][key] = {"timestamp": get_current_timestamp()}
if "attachments" not in history['metadata'][key]:
history['metadata'][key]["attachments"] = []
for result in successful_results:
attachment = {
"name": result['title'],
"type": "text/html",
"url": result['url'],
"content": truncate_content_by_tokens(result['content'])
}
history['metadata'][key]["attachments"].append(attachment)
logger.info(f"Added {len(successful_results)} successful web search results as attachments.")
except Exception as e:
logger.error(f"Error in web search: {e}")