[skip ci] Updating documentation

Author: kalagiri-bot

README.md

@@ -1,4 +1,4 @@
-<!-- Generated on 2025-07-16 09:14:32+00:00  -->
+<!-- Generated on 2025-08-02 05:15:44+00:00  -->
 
 <!-- Do not edit this file. Edit README.md/base.md.j2 instead. -->
 # Scripts
@@ -23,6 +23,7 @@ Got scripts? See [Contributing](.github/CONTRIBUTING.md).
 
 |                 Title                  |                                                Filename                                                |       Type       |                                                                                              Description                                                                                               |
 | -------------------------------------- | ------------------------------------------------------------------------------------------------------ | ---------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
+| SearXNG AI Search Assist               | [`dashboard_services.py`](python/searxng-addons/search_answers_llm/plugins_langchain_llm.py)           | SearXNG Addon    | Get instant, AI-powered answers summarized from top search results, displayed directly on the page. [**`Demo 🖼️`**](/docs/search_llm_assist.png)                                                       |
 | SearXNG Self-Hosted Service Index      | [`dashboard_services.py`](python/searxng-addons/dashboard_services.py)                                 | SearXNG Addon    | Integrates with [`gethomepage/homepage`](https://github.com/gethomepage/homepage) to search through your self-hosted services and applications. [**`Demo 🖼️`**](/docs/searxng-homepage.png)            |
 | LiteLLM Spend Tracker                  | [`openfaas-function/`](openfaas-function/README.md)                                                    | Serverless       | Hierarchical spend visibility across multiple time horizons is provided by a time-segmented API cost tracker that aggregates LLM usage data.                                                           |
 | Portainer Service Recovery Function    | [`openfaas-function/`](openfaas-function/README.md)                                                    | Serverless       | On-demand service stack recovery solution that intelligently identifies and remediates service disruptions in Portainer-managed containers.                                                            |

docs/templates/scripts.md.j2

@@ -1,5 +1,6 @@
 |                 Title                  |                                                Filename                                                |       Type       |                                                                                              Description                                                                                               |
 | -------------------------------------- | ------------------------------------------------------------------------------------------------------ | ---------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
+| SearXNG AI Search Assist               | [`dashboard_services.py`](python/searxng-addons/search_answers_llm/plugins_langchain_llm.py)           | SearXNG Addon    | Get instant, AI-powered answers summarized from top search results, displayed directly on the page. [**`Demo 🖼️`**](/docs/search_llm_assist.png)                                                       |
 | SearXNG Self-Hosted Service Index      | [`dashboard_services.py`](python/searxng-addons/dashboard_services.py)                                 | SearXNG Addon    | Integrates with [`gethomepage/homepage`](https://github.com/gethomepage/homepage) to search through your self-hosted services and applications. [**`Demo 🖼️`**](/docs/searxng-homepage.png)            |
 | LiteLLM Spend Tracker                  | [`openfaas-function/`](openfaas-function/README.md)                                                    | Serverless       | Hierarchical spend visibility across multiple time horizons is provided by a time-segmented API cost tracker that aggregates LLM usage data.                                                           |
 | Portainer Service Recovery Function    | [`openfaas-function/`](openfaas-function/README.md)                                                    | Serverless       | On-demand service stack recovery solution that intelligently identifies and remediates service disruptions in Portainer-managed containers.                                                            |