fix: Apply suggestions from code review

Co-authored-by: Julien Veyssier <[email protected]>
Signed-off-by: Marcel Klehr <[email protected]>

admin_manual/ai/app_context_agent.rst

@@ -4,14 +4,14 @@ App: Context Agent (context_agent)
 
 .. _ai-app-context_agent:
 
-The *context_agent* app is the apps that provide AI agent functionality in Nextcloud and acts as a backend for the :ref:`Nextcloud Assistant app<ai-app-assistant>`. Nextcloud can provide customer support upon request, please talk to your account manager for the possibilities.
+The *context_agent* app is the app that provides AI agent functionality in Nextcloud and acts as a backend for the :ref:`Nextcloud Assistant app<ai-app-assistant>`. Nextcloud can provide customer support upon request, please talk to your account manager for the possibilities.
 
 Requirements
 ------------
 
 * This app is built as an External App and thus depends on AppAPI v3.1.0 or higher
 * Nextcloud AIO is supported
-* No GPU is necessary
+* No GPU is necessary for Context Agent but one might be useful if you use it with a self-hosted provider like llm2
 
 * CPU Sizing
 

admin_manual/ai/app_text2image_stablediffusion2.rst

@@ -26,9 +26,9 @@ Requirements
 Installation
 ------------
 
-0. Make sure the :ref:`Nextcloud Assistant app<ai-app-assistant>` is installed
-1. :ref:`Install AppAPI and setup a Deploy Demon<ai-app_api>`
-2. Install the "Local large language model" ExApp via the "Apps" page in the Nextcloud web admin user interface
+* Make sure the :ref:`Nextcloud Assistant app<ai-app-assistant>` is installed
+* :ref:`Install AppAPI and setup a Deploy Demon<ai-app_api>`
+* Install the "Local large language model" ExApp via the "Apps" page in the Nextcloud web admin user interface
 
 
 Scaling

developer_manual/digging_deeper/task_processing.rst

@@ -42,12 +42,12 @@ The following built-in task types are available:
     * Input shape:
        * ``system_prompt``: ``Text``
        * ``input``: ``Text``
-       * ``tool_message`` A JSON array of ``{"name": string, "content": string, "tool_call_id": string}``
-       * ``history``: ``ListOfTexts`` Each list item is a JSON string with ``{"role": "human", "content": string}`` or ``{"role": "assistant"|, "content": string, (optional: "tool_calls": array<{"name": string, "type": "tool_call", "id": string, "args": object}>)}`` or ``{"role": "tool", "content": string, "name": string, "tool_call_id": string}``
+       * ``tool_message``: ``Text`` A string containing a JSON array of ``{"name": string, "content": string, "tool_call_id": string}``
+       * ``history``: ``ListOfTexts`` Each list item is a JSON string with ``{"role": "human", "content": string}`` or ``{"role": "assistant", "content": string, (optional: "tool_calls": array<{"name": string, "type": "tool_call", "id": string, "args": object}>)}`` or ``{"role": "tool", "content": string, "name": string, "tool_call_id": string}``
        * ``tools``: ``Text`` The tools parameter should be a JSON array formatted according to the OpenAI API specifications: https://platform.openai.com/docs/api-reference/chat/create#chat-create-tools
     * Output shape:
        * ``output``: ``Text``
-       * ``tool_calls``: ``Text`` A JSON array with ``{"name": string, "type": "tool_call", "id": string, "args": object}``
+       * ``tool_calls``: ``Text`` A string containing a JSON array with ``{"name": string, "type": "tool_call", "id": string, "args": object}``
  * ``'core:contextagent:interaction'``: This task allows chatting with an agent. It is implemented by ``\OCP\TaskProcessing\TaskTypes\ContextAgentInteraction``
     * Input shape:
        * ``input``: ``Text``