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import logging
from typing import Optional
import requests
import json
from open_webui.retrieval.web.main import SearchResult, get_filtered_results
from open_webui.env import SRC_LOG_LEVELS
log = logging.getLogger(__name__)
log.setLevel(SRC_LOG_LEVELS["RAG"])
def _parse_response(response):
result = {}
if "data" in response:
data = response["data"]
if "webPages" in data:
webPages = data["webPages"]
if "value" in webPages:
result["webpage"] = [
{
"id": item.get("id", ""),
"name": item.get("name", ""),
"url": item.get("url", ""),
"snippet": item.get("snippet", ""),
"summary": item.get("summary", ""),
"siteName": item.get("siteName", ""),
"siteIcon": item.get("siteIcon", ""),
"datePublished": item.get("datePublished", "")
or item.get("dateLastCrawled", ""),
}
for item in webPages["value"]
]
return result
def search_bocha(
api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None
) -> list[SearchResult]:
"""Search using Bocha's Search API and return the results as a list of SearchResult objects.
Args:
api_key (str): A Bocha Search API key
query (str): The query to search for
"""
url = "https://api.bochaai.com/v1/web-search?utm_source=ollama"
headers = {"Authorization": f"Bearer {api_key}", "Content-Type": "application/json"}
payload = json.dumps(
{"query": query, "summary": True, "freshness": "noLimit", "count": count}
)
response = requests.post(url, headers=headers, data=payload, timeout=5)
response.raise_for_status()
results = _parse_response(response.json())
print(results)
if filter_list:
results = get_filtered_results(results, filter_list)
return [
SearchResult(
link=result["url"], title=result.get("name"), snippet=result.get("summary")
)
for result in results.get("webpage", [])[:count]
]
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