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searxng/docs/admin/settings/settings_ai_summary.rst
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jasonwitty 8edc368752 [mod] plugin: AI tab only when activated, user API key, grounding on
Three changes to the ai_summary plugin:

- The *AI Summary* preferences tab is only rendered when the plugin is
  activated in settings.yml.  An instance that does not offer AI
  summaries no longer shows an AI tab at all.  The gate is the
  administrator setting, not the user opt-out, because the per user
  on/off switch lives inside that tab -- hiding it on opt-out would
  leave no way to opt back in.

- Users can configure an API key for their own LLM server
  (ai_summary_api_key).  The administrator key is still only sent to
  base_url and the user key only to a server the user configured, so
  neither key can be captured through the other.  The setting is marked
  secret: credentials are excluded from the preferences URL, which users
  copy around to transfer or share their preferences.

- Grounding summaries on the search results is now the default; the
  extra cost of the longer prompt is moderate.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-07 12:45:50 -07:00

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.. _settings ai_summary:
===============
``ai_summary:``
===============
Default configuration of the :ref:`AI summary plugin <ai_summary plugin>`.
Users configure the LLM server URL (any server implementing the OpenAI chat
completions API: Ollama, vLLM, llama.cpp, LM Studio, Hugging Face TGI, ...)
and the model in the *AI Summary* tab of their preferences; the values below
only act as instance wide defaults.
.. code:: yaml
ai_summary:
base_url: "http://127.0.0.1:11434"
model: "llama3.2:3b"
An LLM server that requires authentication -- e.g. vLLM or llama.cpp started
with ``--api-key``, or a server behind an authenticating reverse proxy -- is
configured with an ``api_key``:
.. code:: yaml
ai_summary:
base_url: "http://127.0.0.1:8000"
api_key: "sk-..."
model: "llama3.2:3b"
The key is sent in an ``Authorization: Bearer`` header and only to the
``base_url`` above. A user who points the ``ai_summary_server`` preference at
a server of their own never gets the administrator's key; for such a server
the user configures their own key in the ``ai_summary_api_key`` preference.
SearXNG has no indirection for secrets in ``settings.yml``, so the file
holding the key should be readable by the SearXNG process only.
The *AI Summary* tab of the preferences is only shown when the plugin is
activated in ``settings.yml`` (``active: true``); an instance that does not
offer AI summaries does not show the tab at all.
.. attention::
A user configurable server URL allows any user of the instance to make the
SearXNG server send requests to a URL of their choice (`SSRF`_), and each
summary is real LLM work. This plugin is intended for private instances --
on a public instance lock the related preferences (:ref:`settings
preferences`):
.. code:: yaml
preferences:
lock:
- ai_summary_server
- ai_summary_api_key
- ai_summary_model
- ai_summary_grounding
Locking ``ai_summary_server`` and ``ai_summary_api_key`` matters most: an
unlocked pair lets any user of the instance make SearXNG send an
``Authorization`` header of their choosing to a host of their choosing.
.. _SSRF: https://owasp.org/www-community/attacks/Server_Side_Request_Forgery
.. autoclass:: searx.ai_summary.SettingsAISummary
:members: