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web_search_gpt_oss_helper.py
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514 lines (422 loc) · 15.3 KB
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from __future__ import annotations
import re
from dataclasses import dataclass, field
from datetime import datetime
from typing import Any, Dict, List, Optional, Protocol, Tuple
from urllib.parse import urlparse
from ollama import Client
@dataclass
class Page:
url: str
title: str
text: str
lines: List[str]
links: Dict[int, str]
fetched_at: datetime
@dataclass
class BrowserStateData:
page_stack: List[str] = field(default_factory=list)
view_tokens: int = 1024
url_to_page: Dict[str, Page] = field(default_factory=dict)
@dataclass
class WebSearchResult:
title: str
url: str
content: Dict[str, str]
class SearchClient(Protocol):
def search(self, queries: List[str], max_results: Optional[int] = None): ...
class CrawlClient(Protocol):
def crawl(self, urls: List[str]): ...
# ---- Constants ---------------------------------------------------------------
DEFAULT_VIEW_TOKENS = 1024
CAPPED_TOOL_CONTENT_LEN = 8000
# ---- Helpers ----------------------------------------------------------------
def cap_tool_content(text: str) -> str:
if not text:
return text
if len(text) <= CAPPED_TOOL_CONTENT_LEN:
return text
if CAPPED_TOOL_CONTENT_LEN <= 1:
return text[:CAPPED_TOOL_CONTENT_LEN]
return text[: CAPPED_TOOL_CONTENT_LEN - 1] + '…'
def _safe_domain(u: str) -> str:
try:
parsed = urlparse(u)
host = parsed.netloc or u
return host.replace('www.', '') if host else u
except Exception:
return u
# ---- BrowserState ------------------------------------------------------------
class BrowserState:
def __init__(self, initial_state: Optional[BrowserStateData] = None):
self._data = initial_state or BrowserStateData(view_tokens=DEFAULT_VIEW_TOKENS)
def get_data(self) -> BrowserStateData:
return self._data
def set_data(self, data: BrowserStateData) -> None:
self._data = data
# ---- Browser ----------------------------------------------------------------
class Browser:
def __init__(
self,
initial_state: Optional[BrowserStateData] = None,
client: Optional[Client] = None,
):
self.state = BrowserState(initial_state)
self._client: Optional[Client] = client
def set_client(self, client: Client) -> None:
self._client = client
def get_state(self) -> BrowserStateData:
return self.state.get_data()
# ---- internal utils ----
def _save_page(self, page: Page) -> None:
data = self.state.get_data()
data.url_to_page[page.url] = page
data.page_stack.append(page.url)
self.state.set_data(data)
def _page_from_stack(self, url: str) -> Page:
data = self.state.get_data()
page = data.url_to_page.get(url)
if not page:
raise ValueError(f'Page not found for url {url}')
return page
def _join_lines_with_numbers(self, lines: List[str]) -> str:
result = []
for i, line in enumerate(lines):
result.append(f'L{i}: {line}')
return '\n'.join(result)
def _wrap_lines(self, text: str, width: int = 80) -> List[str]:
if width <= 0:
width = 80
src_lines = text.split('\n')
wrapped: List[str] = []
for line in src_lines:
if line == '':
wrapped.append('')
elif len(line) <= width:
wrapped.append(line)
else:
words = re.split(r'\s+', line)
if not words:
wrapped.append(line)
continue
curr = ''
for w in words:
test = (curr + ' ' + w) if curr else w
if len(test) > width and curr:
wrapped.append(curr)
curr = w
else:
curr = test
if curr:
wrapped.append(curr)
return wrapped
def _process_markdown_links(self, text: str) -> Tuple[str, Dict[int, str]]:
links: Dict[int, str] = {}
link_id = 0
multiline_pattern = re.compile(r'\[([^\]]+)\]\s*\n\s*\(([^)]+)\)')
text = multiline_pattern.sub(lambda m: f'[{m.group(1)}]({m.group(2)})', text)
text = re.sub(r'\s+', ' ', text)
link_pattern = re.compile(r'\[([^\]]+)\]\(([^)]+)\)')
def _repl(m: re.Match) -> str:
nonlocal link_id
link_text = m.group(1).strip()
link_url = m.group(2).strip()
domain = _safe_domain(link_url)
formatted = f'【{link_id}†{link_text}†{domain}】'
links[link_id] = link_url
link_id += 1
return formatted
processed = link_pattern.sub(_repl, text)
return processed, links
def _get_end_loc(self, loc: int, num_lines: int, total_lines: int, lines: List[str]) -> int:
if num_lines <= 0:
txt = self._join_lines_with_numbers(lines[loc:])
data = self.state.get_data()
chars_per_token = 4
max_chars = min(data.view_tokens * chars_per_token, len(txt))
num_lines = txt[:max_chars].count('\n') + 1
return min(loc + num_lines, total_lines)
def _display_page(self, page: Page, cursor: int, loc: int, num_lines: int) -> str:
total_lines = len(page.lines) or 0
if total_lines == 0:
page.lines = ['']
total_lines = 1
if loc != loc or loc < 0:
loc = 0
elif loc >= total_lines:
loc = max(0, total_lines - 1)
end_loc = self._get_end_loc(loc, num_lines, total_lines, page.lines)
header = f'[{cursor}] {page.title}'
header += f'({page.url})\n' if page.url else '\n'
header += f'**viewing lines [{loc} - {end_loc - 1}] of {total_lines - 1}**\n\n'
body_lines = []
for i in range(loc, end_loc):
body_lines.append(f'L{i}: {page.lines[i]}')
return header + '\n'.join(body_lines)
# ---- page builders ----
def _build_search_results_page_collection(self, query: str, results: Dict[str, Any]) -> Page:
page = Page(
url=f'search_results_{query}',
title=query,
text='',
lines=[],
links={},
fetched_at=datetime.utcnow(),
)
tb = []
tb.append('')
tb.append('# Search Results')
tb.append('')
link_idx = 0
for query_results in results.get('results', {}).values():
for result in query_results:
domain = _safe_domain(result.get('url', ''))
link_fmt = f'* 【{link_idx}†{result.get("title", "")}†{domain}】'
tb.append(link_fmt)
raw_snip = result.get('content') or ''
capped = (raw_snip[:400] + '…') if len(raw_snip) > 400 else raw_snip
cleaned = re.sub(r'\d{40,}', lambda m: m.group(0)[:40] + '…', capped)
cleaned = re.sub(r'\s{3,}', ' ', cleaned)
tb.append(cleaned)
page.links[link_idx] = result.get('url', '')
link_idx += 1
page.text = '\n'.join(tb)
page.lines = self._wrap_lines(page.text, 80)
return page
def _build_search_result_page(self, result: WebSearchResult, link_idx: int) -> Page:
page = Page(
url=result.url,
title=result.title,
text='',
lines=[],
links={},
fetched_at=datetime.utcnow(),
)
link_fmt = f'【{link_idx}†{result.title}】\n'
preview = link_fmt + f'URL: {result.url}\n'
full_text = result.content.get('fullText', '') if result.content else ''
preview += full_text[:300] + '\n\n'
if not full_text:
page.links[link_idx] = result.url
if full_text:
raw = f'URL: {result.url}\n{full_text}'
processed, links = self._process_markdown_links(raw)
page.text = processed
page.links = links
else:
page.text = preview
page.lines = self._wrap_lines(page.text, 80)
return page
def _build_page_from_fetch(self, requested_url: str, fetch_response: Dict[str, Any]) -> Page:
page = Page(
url=requested_url,
title=requested_url,
text='',
lines=[],
links={},
fetched_at=datetime.utcnow(),
)
for url, url_results in fetch_response.get('results', {}).items():
if url_results:
r0 = url_results[0]
if r0.get('content'):
page.text = r0['content']
if r0.get('title'):
page.title = r0['title']
page.url = url
break
if not page.text:
page.text = 'No content could be extracted from this page.'
else:
page.text = f'URL: {page.url}\n{page.text}'
processed, links = self._process_markdown_links(page.text)
page.text = processed
page.links = links
page.lines = self._wrap_lines(page.text, 80)
return page
def _build_find_results_page(self, pattern: str, page: Page) -> Page:
find_page = Page(
url=f'find_results_{pattern}',
title=f'Find results for text: `{pattern}` in `{page.title}`',
text='',
lines=[],
links={},
fetched_at=datetime.utcnow(),
)
max_results = 50
num_show_lines = 4
pattern_lower = pattern.lower()
result_chunks: List[str] = []
line_idx = 0
while line_idx < len(page.lines):
line = page.lines[line_idx]
if pattern_lower not in line.lower():
line_idx += 1
continue
end_line = min(line_idx + num_show_lines, len(page.lines))
snippet = '\n'.join(page.lines[line_idx:end_line])
link_fmt = f'【{len(result_chunks)}†match at L{line_idx}】'
result_chunks.append(f'{link_fmt}\n{snippet}')
if len(result_chunks) >= max_results:
break
line_idx += num_show_lines
if not result_chunks:
find_page.text = f'No `find` results for pattern: `{pattern}`'
else:
find_page.text = '\n\n'.join(result_chunks)
find_page.lines = self._wrap_lines(find_page.text, 80)
return find_page
# ---- public API: search / open / find ------------------------------------
def search(self, *, query: str, topn: int = 5) -> Dict[str, Any]:
if not self._client:
raise RuntimeError('Client not provided')
resp = self._client.web_search(query, max_results=topn)
normalized: Dict[str, Any] = {'results': {}}
rows: List[Dict[str, str]] = []
for item in resp.results:
content = item.content or ''
rows.append(
{
'title': item.title,
'url': item.url,
'content': content,
}
)
normalized['results'][query] = rows
search_page = self._build_search_results_page_collection(query, normalized)
self._save_page(search_page)
cursor = len(self.get_state().page_stack) - 1
for query_results in normalized.get('results', {}).values():
for i, r in enumerate(query_results):
ws = WebSearchResult(
title=r.get('title', ''),
url=r.get('url', ''),
content={'fullText': r.get('content', '') or ''},
)
result_page = self._build_search_result_page(ws, i + 1)
data = self.get_state()
data.url_to_page[result_page.url] = result_page
self.state.set_data(data)
page_text = self._display_page(search_page, cursor, loc=0, num_lines=-1)
return {'state': self.get_state(), 'pageText': cap_tool_content(page_text)}
def open(
self,
*,
id: Optional[str | int] = None,
cursor: int = -1,
loc: int = 0,
num_lines: int = -1,
) -> Dict[str, Any]:
if not self._client:
raise RuntimeError('Client not provided')
state = self.get_state()
if isinstance(id, str):
url = id
if url in state.url_to_page:
self._save_page(state.url_to_page[url])
cursor = len(self.get_state().page_stack) - 1
page_text = self._display_page(state.url_to_page[url], cursor, loc, num_lines)
return {'state': self.get_state(), 'pageText': cap_tool_content(page_text)}
fetch_response = self._client.web_fetch(url)
normalized: Dict[str, Any] = {
'results': {
url: [
{
'title': fetch_response.title or url,
'url': url,
'content': fetch_response.content or '',
}
]
}
}
new_page = self._build_page_from_fetch(url, normalized)
self._save_page(new_page)
cursor = len(self.get_state().page_stack) - 1
page_text = self._display_page(new_page, cursor, loc, num_lines)
return {'state': self.get_state(), 'pageText': cap_tool_content(page_text)}
# Resolve current page from stack only if needed (int id or no id)
page: Optional[Page] = None
if cursor >= 0:
if state.page_stack:
if cursor >= len(state.page_stack):
cursor = max(0, len(state.page_stack) - 1)
page = self._page_from_stack(state.page_stack[cursor])
else:
page = None
else:
if state.page_stack:
page = self._page_from_stack(state.page_stack[-1])
if isinstance(id, int):
if not page:
raise RuntimeError('No current page to resolve link from')
link_url = page.links.get(id)
if not link_url:
err = Page(
url=f'invalid_link_{id}',
title=f'No link with id {id} on `{page.title}`',
text='',
lines=[],
links={},
fetched_at=datetime.utcnow(),
)
available = sorted(page.links.keys())
available_list = ', '.join(map(str, available)) if available else '(none)'
err.text = '\n'.join(
[
f'Requested link id: {id}',
f'Current page: {page.title}',
f'Available link ids on this page: {available_list}',
'',
'Tips:',
'- To scroll this page, call browser_open with { loc, num_lines } (no id).',
'- To open a result from a search results page, pass the correct { cursor, id }.',
]
)
err.lines = self._wrap_lines(err.text, 80)
self._save_page(err)
cursor = len(self.get_state().page_stack) - 1
page_text = self._display_page(err, cursor, 0, -1)
return {'state': self.get_state(), 'pageText': cap_tool_content(page_text)}
new_page = state.url_to_page.get(link_url)
if not new_page:
fetch_response = self._client.web_fetch(link_url)
normalized: Dict[str, Any] = {
'results': {
link_url: [
{
'title': fetch_response.title or link_url,
'url': link_url,
'content': fetch_response.content or '',
}
]
}
}
new_page = self._build_page_from_fetch(link_url, normalized)
self._save_page(new_page)
cursor = len(self.get_state().page_stack) - 1
page_text = self._display_page(new_page, cursor, loc, num_lines)
return {'state': self.get_state(), 'pageText': cap_tool_content(page_text)}
if not page:
raise RuntimeError('No current page to display')
cur = self.get_state()
cur.page_stack.append(page.url)
self.state.set_data(cur)
cursor = len(cur.page_stack) - 1
page_text = self._display_page(page, cursor, loc, num_lines)
return {'state': self.get_state(), 'pageText': cap_tool_content(page_text)}
def find(self, *, pattern: str, cursor: int = -1) -> Dict[str, Any]:
state = self.get_state()
if cursor == -1:
if not state.page_stack:
raise RuntimeError('No pages to search in')
page = self._page_from_stack(state.page_stack[-1])
cursor = len(state.page_stack) - 1
else:
if cursor < 0 or cursor >= len(state.page_stack):
cursor = max(0, min(cursor, len(state.page_stack) - 1))
page = self._page_from_stack(state.page_stack[cursor])
find_page = self._build_find_results_page(pattern, page)
self._save_page(find_page)
new_cursor = len(self.get_state().page_stack) - 1
page_text = self._display_page(find_page, new_cursor, 0, -1)
return {'state': self.get_state(), 'pageText': cap_tool_content(page_text)}