将flask改成fastapi
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151
agent/tools/searxng.py
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151
agent/tools/searxng.py
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#
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# Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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import logging
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import os
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import time
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from abc import ABC
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import requests
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from agent.tools.base import ToolMeta, ToolParamBase, ToolBase
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from api.utils.api_utils import timeout
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class SearXNGParam(ToolParamBase):
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"""
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Define the SearXNG component parameters.
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"""
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def __init__(self):
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self.meta: ToolMeta = {
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"name": "searxng_search",
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"description": "SearXNG is a privacy-focused metasearch engine that aggregates results from multiple search engines without tracking users. It provides comprehensive web search capabilities.",
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"parameters": {
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"query": {
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"type": "string",
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"description": "The search keywords to execute with SearXNG. The keywords should be the most important words/terms(includes synonyms) from the original request.",
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"default": "{sys.query}",
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"required": True
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},
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"searxng_url": {
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"type": "string",
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"description": "The base URL of your SearXNG instance (e.g., http://localhost:4000). This is required to connect to your SearXNG server.",
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"required": False,
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"default": ""
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}
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}
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}
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super().__init__()
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self.top_n = 10
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self.searxng_url = ""
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def check(self):
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# Keep validation lenient so opening try-run panel won't fail without URL.
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# Coerce top_n to int if it comes as string from UI.
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try:
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if isinstance(self.top_n, str):
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self.top_n = int(self.top_n.strip())
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except Exception:
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pass
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self.check_positive_integer(self.top_n, "Top N")
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def get_input_form(self) -> dict[str, dict]:
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return {
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"query": {
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"name": "Query",
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"type": "line"
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},
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"searxng_url": {
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"name": "SearXNG URL",
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"type": "line",
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"placeholder": "http://localhost:4000"
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}
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}
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class SearXNG(ToolBase, ABC):
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component_name = "SearXNG"
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@timeout(int(os.environ.get("COMPONENT_EXEC_TIMEOUT", 12)))
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def _invoke(self, **kwargs):
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# Gracefully handle try-run without inputs
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query = kwargs.get("query")
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if not query or not isinstance(query, str) or not query.strip():
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self.set_output("formalized_content", "")
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return ""
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searxng_url = (getattr(self._param, "searxng_url", "") or kwargs.get("searxng_url") or "").strip()
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# In try-run, if no URL configured, just return empty instead of raising
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if not searxng_url:
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self.set_output("formalized_content", "")
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return ""
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last_e = ""
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for _ in range(self._param.max_retries+1):
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try:
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search_params = {
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'q': query,
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'format': 'json',
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'categories': 'general',
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'language': 'auto',
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'safesearch': 1,
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'pageno': 1
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}
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response = requests.get(
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f"{searxng_url}/search",
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params=search_params,
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timeout=10
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)
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response.raise_for_status()
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data = response.json()
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if not data or not isinstance(data, dict):
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raise ValueError("Invalid response from SearXNG")
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results = data.get("results", [])
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if not isinstance(results, list):
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raise ValueError("Invalid results format from SearXNG")
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results = results[:self._param.top_n]
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self._retrieve_chunks(results,
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get_title=lambda r: r.get("title", ""),
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get_url=lambda r: r.get("url", ""),
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get_content=lambda r: r.get("content", ""))
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self.set_output("json", results)
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return self.output("formalized_content")
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except requests.RequestException as e:
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last_e = f"Network error: {e}"
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logging.exception(f"SearXNG network error: {e}")
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time.sleep(self._param.delay_after_error)
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except Exception as e:
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last_e = str(e)
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logging.exception(f"SearXNG error: {e}")
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time.sleep(self._param.delay_after_error)
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if last_e:
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self.set_output("_ERROR", last_e)
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return f"SearXNG error: {last_e}"
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assert False, self.output()
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def thoughts(self) -> str:
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return """
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Keywords: {}
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Searching with SearXNG for relevant results...
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""".format(self.get_input().get("query", "-_-!"))
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