Files
searxng/tests/unit/test_preferences.py
T
Jason Witty f4a003d355 [feat] plugin: AI summary of search results from a self-hosted LLM
Adds an optional plugin that shows a generated summary above the search
results, similar to the answer boxes in Brave and Google.  The text is
produced by an LLM server the administrator runs, reached over the
OpenAI chat completions API, so queries never leave the operator's own
network.

The summary is grounded on the top search results rather than the
model's training data.  It is generated asynchronously: post_search adds
an empty placeholder and returns, and the browser fills it from the
/ai_summary endpoint, which streams the answer as NDJSON.  No summary is
generated beyond page one, outside the general category, for non-HTML
formats, or when an engine already answered with an infobox or an
instant answer.

The client side follows the existing plugin pattern: one file in
client/simple/src/js/plugin/, one conditional load in router.ts, one
LESS import.  No build configuration changes and no new dependencies.

The plugin is not activated by default.  Instance defaults live in an
ai_summary: section; the server, model, API key and grounding are user
preferences, and all four can be locked.

Signed-off-by: Jason Witty <jasonpwitty+github@proton.me>
2026-08-15 19:55:07 -07:00

214 lines
8.3 KiB
Python

# SPDX-License-Identifier: AGPL-3.0-or-later
# pylint: disable=missing-module-docstring,disable=missing-class-docstring,invalid-name
import flask
from mock import Mock
from searx import favicons
from searx.locales import locales_initialize
from searx.preferences import (
Setting,
EnumStringSetting,
MapSetting,
SearchLanguageSetting,
MultipleChoiceSetting,
PluginsSetting,
ValidationException,
)
import searx.plugins
from searx.preferences import Preferences
from tests import SearxTestCase
from .test_plugins import PluginMock
locales_initialize()
favicons.init()
class TestSettings(SearxTestCase):
# map settings
def test_map_setting_invalid_default_value(self):
with self.assertRaises(ValidationException):
MapSetting(3, map={'dog': 1, 'bat': 2})
def test_map_setting_invalid_choice(self):
setting = MapSetting(2, map={'dog': 1, 'bat': 2})
with self.assertRaises(ValidationException):
setting.parse('cat')
def test_map_setting_valid_default(self):
setting = MapSetting(3, map={'dog': 1, 'bat': 2, 'cat': 3})
self.assertEqual(setting.get_value(), 3)
def test_map_setting_valid_choice(self):
setting = MapSetting(3, map={'dog': 1, 'bat': 2, 'cat': 3})
self.assertEqual(setting.get_value(), 3)
setting.parse('bat')
self.assertEqual(setting.get_value(), 2)
# enum settings
def test_enum_setting_invalid_default_value(self):
with self.assertRaises(ValidationException):
EnumStringSetting('3', choices=['0', '1', '2'])
def test_enum_setting_invalid_choice(self):
setting = EnumStringSetting('0', choices=['0', '1', '2'])
with self.assertRaises(ValidationException):
setting.parse('3')
def test_enum_setting_valid_default(self):
setting = EnumStringSetting('3', choices=['1', '2', '3'])
self.assertEqual(setting.get_value(), '3')
def test_enum_setting_valid_choice(self):
setting = EnumStringSetting('3', choices=['1', '2', '3'])
self.assertEqual(setting.get_value(), '3')
setting.parse('2')
self.assertEqual(setting.get_value(), '2')
# multiple choice settings
def test_multiple_setting_invalid_default_value(self):
with self.assertRaises(ValidationException):
MultipleChoiceSetting(['3', '4'], choices=['0', '1', '2'])
def test_multiple_setting_invalid_choice(self):
setting = MultipleChoiceSetting(['1', '2'], choices=['0', '1', '2'])
with self.assertRaises(ValidationException):
setting.parse('4, 3')
def test_multiple_setting_valid_default(self):
setting = MultipleChoiceSetting(['3'], choices=['1', '2', '3'])
self.assertEqual(setting.get_value(), ['3'])
def test_multiple_setting_valid_choice(self):
setting = MultipleChoiceSetting(['3'], choices=['1', '2', '3'])
self.assertEqual(setting.get_value(), ['3'])
setting.parse('2')
self.assertEqual(setting.get_value(), ['2'])
# search language settings
def test_lang_setting_valid_choice(self):
setting = SearchLanguageSetting('all', choices=['all', 'de', 'en'])
setting.parse('de')
self.assertEqual(setting.get_value(), 'de')
def test_lang_setting_invalid_choice(self):
setting = SearchLanguageSetting('all', choices=['all', 'de', 'en'])
setting.parse('xx')
self.assertEqual(setting.get_value(), 'all')
def test_lang_setting_old_cookie_choice(self):
setting = SearchLanguageSetting('all', choices=['all', 'es', 'es-ES'])
setting.parse('es_XA')
self.assertEqual(setting.get_value(), 'es')
def test_lang_setting_old_cookie_format(self):
setting = SearchLanguageSetting('all', choices=['all', 'es', 'es-ES'])
setting.parse('es_ES')
self.assertEqual(setting.get_value(), 'es-ES')
# plugins settings
def test_plugins_setting_all_default_enabled(self):
storage = searx.plugins.PluginStorage()
storage.register(PluginMock("plg001", "first plugin", True))
storage.register(PluginMock("plg002", "second plugin", True))
plgs_settings = PluginsSetting(False, storage)
self.assertEqual(set(plgs_settings.get_enabled()), {"plg001", "plg002"})
def test_plugins_setting_few_default_enabled(self):
storage = searx.plugins.PluginStorage()
storage.register(PluginMock("plg001", "first plugin", True))
storage.register(PluginMock("plg002", "second plugin", False))
storage.register(PluginMock("plg003", "third plugin", True))
plgs_settings = PluginsSetting(False, storage)
self.assertEqual(set(plgs_settings.get_enabled()), set(['plg001', 'plg003']))
class TestPreferences(SearxTestCase):
def setUp(self):
super().setUp()
storage = searx.plugins.PluginStorage()
self.preferences = Preferences(['simple'], ['general'], {}, storage)
def test_encode(self):
url_params = (
'eJx1Vk1z4zYM_TXxRZNMd7eddg8-pe21nWnvGoiEJEQkofDDtvzrC1qSRdnbQxQTBA'
'Hw8eGRCiJ27AnDsUOHHszBgOsSdHjU-Pr7HwfDCkweHCBFVmxHgxGPB7LiU4-eL9Px'
'TzABDxZjz_r491___HsI0GJA8Ko__nSIPVo8BspLDx5DMjHU7GqH5zpCsyzXTLVMsj'
'mhPzLI8I19d5iX1SFOUkUu4QD6BE6hrpcE8_LPhH6qydWRonjORnItOYqyXHk2Zs1E'
'ARojAdB15GTrMA6VJe_Z13VLBsPL1_ccmk5YUajrBRqxNhSbpAaMdU1Rxkqp13iq6x'
'Np5LxMI15RwtgUSOWx7iqNtyqI3S4Wej6TrmsWfHx2lcD5r-PSa7NWN8glxPxf5r5c'
'ikGrPedw6wZaj1gFbuMZPFaaPKrIAtFceOvJDQSqCNBRJ7BAiGX6TtCEZt0ta2zQd8'
'uwY-4MVqOBqYJxDFvucsbyiXLVd4i6kbUuMeqh8ZA_S1yyutlgIQfFYnLykziFH9vW'
'kB8Uet5iDKQGCEWBhiSln6q80UDlBDch4psPSy1wNZMnVYR2o13m3ASwreQRnceRi2'
'AjSNqOwsqWmbAZxSp_7kcBFnJBeHez4CKpKqieDQgsQREK5fNcBB_H3HrFIUUeJo4s'
'Wx7Abekn6HnHpTM10348UMM8hEejdKbY8ncxfCaO-OgVOHn1ZJX2DRSf8px4eqj6y7'
'dvv162anXS6LYjC3h1YEt_yx-IQ2lxcMo82gw-NVOHdj28EdHH1GDBFYuaQFIMQsrz'
'GZtiyicrqlAYznyhgd2bHFeYHLvJYlHfy_svL7995bOjofp4ef_55fv36zRANbIJA2'
'FX0C_v34oE3Es9oHtQIOFFZcilS5WdV_J5YUHRoeAvdCrZ0IDTCuy4sTOvHvMe96rl'
'usfxs5rcrLuTv1lmOApYmqip6_bEz4eORSyR2xA8tmWxKnkvP3fM0Hgi4bpstFisWR'
'TWV31adSdvSkPc7SkKbtOOTxgny05ALE6pNdL5vhQ5dFQKhYxjbpJZ0ChuSWcN22nh'
'rGpPwC32HXSL7Qm8xf6Dzu6XfLfk19dFoZ4li1sRD9fJVVnWYOmiDCe97Uw0RGi4am'
'o-JJA7IMMYUO7fIvM6N6ZG4ILlotrPhyjXSbSQqQZj7i2d-2pzGntRIHefJS8viwaK'
'-iW6NN9uyTSuTP88CwtKrG-GPaSz6Qn92fwEtGxVk4QMrAhMdev7m6yMBLMOF86iZN'
'JIe_xEadXAQuzW8HltyDCkJrmYVqVOI_oU7ijL64W03LLC81jcA8kFuQpDX1R90-b9'
'_iZOD2J1t9xfE0BGSJ5PqHA7kUUudYuG7HFjz12C2Mz3zNhD8eQgFa_sdiy3InNWHg'
'pV9OCCkWPUZRivRfA2g3DytC3fnlajSaJs4Zihvrwto7eeQxRVR3noCSDzhbZzYKjn'
'd-DZy7PtaVp2WgvPBpzCXUL_J1OGex48RVmOXzBU8_N3kqekkefRDzxNK2_Klp9mBJ'
'wsUnXyRqq1mScHuYalUY7_AZTCR4s=&q='
)
self.preferences.parse_encoded_data(url_params)
self.assertEqual(
vars(self.preferences.key_value_settings['categories']),
{'value': ['general'], 'locked': False, 'secret': False, 'choices': ['general', 'none']},
)
def test_save_key_value_setting(self):
setting_key = 'foo'
setting_value = 'bar'
cookie_callback = {}
def set_cookie_callback(name, value, max_age): # pylint: disable=unused-argument
cookie_callback[name] = value
response_mock = Mock(flask.Response)
response_mock.set_cookie = set_cookie_callback
self.preferences.key_value_settings = {
setting_key: Setting(
setting_value,
locked=False,
),
}
self.preferences.save(response_mock)
self.assertIn(setting_key, cookie_callback)
self.assertEqual(cookie_callback[setting_key], setting_value)
def test_false_key_value_setting(self):
setting_key = 'foo'
cookie_callback = {}
def set_cookie_callback(name, value, max_age): # pylint: disable=unused-argument
cookie_callback[name] = value
response_mock = Mock(flask.Response)
response_mock.set_cookie = set_cookie_callback
self.preferences.key_value_settings = {
setting_key: Setting(
'',
locked=True,
),
}
self.preferences.save(response_mock)
self.assertNotIn(setting_key, cookie_callback)