open-webui/backend/open_webui/retrieval/web/kagi.py
Timothy Jaeryang Baek 867c4bc0d0 wip: retrieval
2024-12-11 18:05:42 -08:00

49 lines
1.4 KiB
Python

import logging
from typing import Optional
import requests
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 search_kagi(
api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None
) -> list[SearchResult]:
"""Search using Kagi's Search API and return the results as a list of SearchResult objects.
The Search API will inherit the settings in your account, including results personalization and snippet length.
Args:
api_key (str): A Kagi Search API key
query (str): The query to search for
count (int): The number of results to return
"""
url = "https://kagi.com/api/v0/search"
headers = {
"Authorization": f"Bot {api_key}",
}
params = {"q": query, "limit": count}
response = requests.get(url, headers=headers, params=params)
response.raise_for_status()
json_response = response.json()
search_results = json_response.get("data", [])
results = [
SearchResult(
link=result["url"], title=result["title"], snippet=result.get("snippet")
)
for result in search_results
if result["t"] == 0
]
print(results)
if filter_list:
results = get_filtered_results(results, filter_list)
return results