adaptai / projects /oui-max /tools /deep_research.py
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"""
id: deep_research
title: Deep Research Orchestrator
author: admin
description: Search → fetch → scrape → summarize across top results; stores pages to /data/adaptai/web/pages and returns structured findings.
version: 0.1.0
license: Proprietary
"""
from typing import List, Dict, Any
class Tools:
def run(self, query: str, max_results: int = 5, fetch_chars: int = 2000) -> dict:
from open_webui.utils.plugin import load_tool_module_by_id
web, _ = load_tool_module_by_id("web_search")
http, _ = load_tool_module_by_id("http")
scraper, _ = load_tool_module_by_id("scraper")
res = web.search(query=query, max_results=max_results)
hits: List[Dict[str, Any]] = []
for item in res.get("results", [])[:max_results]:
url = item.get("url")
try:
page = http.get(url=url)
ext = scraper.extract(html_text=page.get("stdout", ""), url=url)
hits.append(
{
"title": ext.get("title") or item.get("title"),
"url": url,
"summary": (ext.get("text") or "")[:fetch_chars],
}
)
except Exception as e:
hits.append({"title": item.get("title"), "url": url, "error": str(e)})
return {"query": query, "hits": hits}