mirror of
https://github.com/aljazceru/Auto-GPT.git
synced 2025-12-20 23:44:19 +01:00
Use playwright instead of requests for browse
This commit is contained in:
150
scripts/browse_playwright.py
Normal file
150
scripts/browse_playwright.py
Normal file
@@ -0,0 +1,150 @@
|
||||
from playwright.sync_api import sync_playwright
|
||||
from bs4 import BeautifulSoup
|
||||
from config import Config
|
||||
from llm_utils import create_chat_completion
|
||||
|
||||
cfg = Config()
|
||||
|
||||
def scrape_text(url):
|
||||
with sync_playwright() as p:
|
||||
browser = p.chromium.launch()
|
||||
page = browser.new_page()
|
||||
|
||||
try:
|
||||
page.goto(url)
|
||||
html_content = page.content()
|
||||
soup = BeautifulSoup(html_content, "html.parser")
|
||||
|
||||
for script in soup(["script", "style"]):
|
||||
script.extract()
|
||||
|
||||
text = soup.get_text()
|
||||
lines = (line.strip() for line in text.splitlines())
|
||||
chunks = (phrase.strip() for line in lines for phrase in line.split(" "))
|
||||
text = '\n'.join(chunk for chunk in chunks if chunk)
|
||||
|
||||
except Exception as e:
|
||||
text = "Error: " + str(e)
|
||||
|
||||
finally:
|
||||
browser.close()
|
||||
|
||||
return text
|
||||
|
||||
|
||||
def extract_hyperlinks(soup):
|
||||
hyperlinks = []
|
||||
for link in soup.find_all('a', href=True):
|
||||
hyperlinks.append((link.text, link['href']))
|
||||
return hyperlinks
|
||||
|
||||
|
||||
def format_hyperlinks(hyperlinks):
|
||||
formatted_links = []
|
||||
for link_text, link_url in hyperlinks:
|
||||
formatted_links.append(f"{link_text} ({link_url})")
|
||||
return formatted_links
|
||||
|
||||
|
||||
def scrape_links(url):
|
||||
with sync_playwright() as p:
|
||||
browser = p.chromium.launch()
|
||||
page = browser.new_page()
|
||||
|
||||
try:
|
||||
page.goto(url)
|
||||
html_content = page.content()
|
||||
soup = BeautifulSoup(html_content, "html.parser")
|
||||
|
||||
for script in soup(["script", "style"]):
|
||||
script.extract()
|
||||
|
||||
hyperlinks = extract_hyperlinks(soup)
|
||||
formatted_links = format_hyperlinks(hyperlinks)
|
||||
|
||||
except Exception as e:
|
||||
formatted_links = "Error: " + str(e)
|
||||
|
||||
finally:
|
||||
browser.close()
|
||||
|
||||
return formatted_links
|
||||
|
||||
# The rest of the code remains unchanged.
|
||||
|
||||
def split_text(text, max_length=8192):
|
||||
paragraphs = text.split("\n")
|
||||
current_length = 0
|
||||
current_chunk = []
|
||||
|
||||
for paragraph in paragraphs:
|
||||
if current_length + len(paragraph) + 1 <= max_length:
|
||||
current_chunk.append(paragraph)
|
||||
current_length += len(paragraph) + 1
|
||||
else:
|
||||
yield "\n".join(current_chunk)
|
||||
current_chunk = [paragraph]
|
||||
current_length = len(paragraph) + 1
|
||||
|
||||
if current_chunk:
|
||||
yield "\n".join(current_chunk)
|
||||
|
||||
|
||||
def summarize_text(text, is_website=True):
|
||||
if text == "":
|
||||
return "Error: No text to summarize"
|
||||
|
||||
print("Text length: " + str(len(text)) + " characters")
|
||||
summaries = []
|
||||
chunks = list(split_text(text))
|
||||
|
||||
for i, chunk in enumerate(chunks):
|
||||
print("Summarizing chunk " + str(i + 1) + " / " + str(len(chunks)))
|
||||
if is_website:
|
||||
messages = [
|
||||
{
|
||||
"role": "user",
|
||||
"content": "Please summarize the following website text, do not describe the general website, but instead concisely extract the specific information this subpage contains.: " +
|
||||
chunk},
|
||||
]
|
||||
else:
|
||||
messages = [
|
||||
{
|
||||
"role": "user",
|
||||
"content": "Please summarize the following text, focusing on extracting concise and specific information: " +
|
||||
chunk},
|
||||
]
|
||||
|
||||
summary = create_chat_completion(
|
||||
model=cfg.fast_llm_model,
|
||||
messages=messages,
|
||||
max_tokens=300,
|
||||
)
|
||||
summaries.append(summary)
|
||||
print("Summarized " + str(len(chunks)) + " chunks.")
|
||||
|
||||
combined_summary = "\n".join(summaries)
|
||||
|
||||
# Summarize the combined summary
|
||||
if is_website:
|
||||
messages = [
|
||||
{
|
||||
"role": "user",
|
||||
"content": "Please summarize the following website text, do not describe the general website, but instead concisely extract the specific information this subpage contains.: " +
|
||||
combined_summary},
|
||||
]
|
||||
else:
|
||||
messages = [
|
||||
{
|
||||
"role": "user",
|
||||
"content": "Please summarize the following text, focusing on extracting concise and specific infomation: " +
|
||||
combined_summary},
|
||||
]
|
||||
|
||||
final_summary = create_chat_completion(
|
||||
model=cfg.fast_llm_model,
|
||||
messages=messages,
|
||||
max_tokens=300,
|
||||
)
|
||||
|
||||
return final_summary
|
||||
Reference in New Issue
Block a user