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