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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_tavily(
api_key: str,
query: str,
count: int,
filter_list: Optional[list[str]] = None,
# **kwargs,
) -> list[SearchResult]:
"""Search using Tavily's Search API and return the results as a list of SearchResult objects.
Args:
api_key (str): A Tavily Search API key
query (str): The query to search for
count (int): The maximum number of results to return
Returns:
list[SearchResult]: A list of search results
"""
url = "https://api.tavily.com/search"
headers = {
"Content-Type": "application/json",
"Authorization": f"Bearer {api_key}",
}
data = {"query": query, "max_results": count}
response = requests.post(url, headers=headers, json=data)
response.raise_for_status()
json_response = response.json()
results = json_response.get("results", [])
if filter_list:
results = get_filtered_results(results, filter_list)
return [
SearchResult(
link=result["url"],
title=result.get("title", ""),
snippet=result.get("content"),
)
for result in results
]
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