[19.0][WIP] AI Agent Integration Framework for Odoo (Native LLM/Ollama)

ai_oca_native_llm/README.rst

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+.. image:: https://odoo-community.org/readme-banner-image
+   :target: https://odoo-community.org/get-involved?utm_source=readme
+   :alt: Odoo Community Association
+
+==================================
+Native AI LLM Integration (Ollama)
+==================================
+
+.. 
+   !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+   !! This file is generated by oca-gen-addon-readme !!
+   !! changes will be overwritten.                   !!
+   !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+   !! source digest: sha256:c6d57c5b0f7a15f580843211db4c2ea0935e0b89601a4ba5af44a7dba8c489eb
+   !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+
+.. |badge1| image:: https://img.shields.io/badge/maturity-Beta-yellow.png
+    :target: https://odoo-community.org/page/development-status
+    :alt: Beta
+.. |badge2| image:: https://img.shields.io/badge/license-LGPL--3-blue.png
+    :target: http://www.gnu.org/licenses/lgpl-3.0-standalone.html
+    :alt: License: LGPL-3
+.. |badge3| image:: https://img.shields.io/badge/github-OCA%2Fai-lightgray.png?logo=github
+    :target: https://github.com/OCA/ai/tree/19.0/ai_oca_native_llm
+    :alt: OCA/ai
+.. |badge4| image:: https://img.shields.io/badge/weblate-Translate%20me-F47D42.png
+    :target: https://translation.odoo-community.org/projects/ai-19-0/ai-19-0-ai_oca_native_llm
+    :alt: Translate me on Weblate
+.. |badge5| image:: https://img.shields.io/badge/runboat-Try%20me-875A7B.png
+    :target: https://runboat.odoo-community.org/builds?repo=OCA/ai&target_branch=19.0
+    :alt: Try me on Runboat
+
+|badge1| |badge2| |badge3| |badge4| |badge5|
+
+Provides a basic Python client wrapper to communicate with a
+local/remote Ollama instance.
+
+**Table of contents**
+
+.. contents::
+   :local:
+
+Known issues / Roadmap
+======================
+
+- Transform this module as base module that provide abstraction to chat
+  with any llm provider
+
+Bug Tracker
+===========
+
+Bugs are tracked on `GitHub Issues <https://github.com/OCA/ai/issues>`_.
+In case of trouble, please check there if your issue has already been reported.
+If you spotted it first, help us to smash it by providing a detailed and welcomed
+`feedback <https://github.com/OCA/ai/issues/new?body=module:%20ai_oca_native_llm%0Aversion:%2019.0%0A%0A**Steps%20to%20reproduce**%0A-%20...%0A%0A**Current%20behavior**%0A%0A**Expected%20behavior**>`_.
+
+Do not contact contributors directly about support or help with technical issues.
+
+Credits
+=======
+
+Maintainers
+-----------
+
+This module is maintained by the OCA.
+
+.. image:: https://odoo-community.org/logo.png
+   :alt: Odoo Community Association
+   :target: https://odoo-community.org
+
+OCA, or the Odoo Community Association, is a nonprofit organization whose
+mission is to support the collaborative development of Odoo features and
+promote its widespread use.
+
+This module is part of the `OCA/ai <https://github.com/OCA/ai/tree/19.0/ai_oca_native_llm>`_ project on GitHub.
+
+You are welcome to contribute. To learn how please visit https://odoo-community.org/page/Contribute.

ai_oca_native_llm/__init__.py

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+from . import models

ai_oca_native_llm/__manifest__.py

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+# Copyright 2025 Pierre Verkest
+# License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl.html)
+{
+    "name": "Native AI LLM Integration (Ollama)",
+    "version": "19.0.1.0.0",
+    "category": "AI",
+    "summary": "Core LLM wrapper for Ollama",
+    "author": "Odoo Community Association (OCA)",
+    "website": "https://github.com/OCA/ai",
+    "license": "LGPL-3",
+    "depends": ["base"],
+    "external_dependencies": {
+        "python": ["ollama"],
+    },
+    "data": [
+        "views/res_config_settings_views.xml",
+    ],
+    "installable": True,
+}

ai_oca_native_llm/models/__init__.py

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+from . import res_config_settings
+from . import ai_llm_client

ai_oca_native_llm/models/ai_llm_client.py

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+# Copyright 2025 Pierre Verkest
+# License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl.html)
+import logging
+
+from ollama import Client
+
+from odoo import api, models
+
+_logger = logging.getLogger(__name__)
+
+
+class AiLlmClient(models.AbstractModel):
+    """
+    Abstract model to provide a simple Python client for Ollama.
+    It resolves configuration dynamically and performs the HTTP calls.
+    """
+
+    _name = "ai.llm.client"
+    _description = "AI LLM Client Wrapper"
+
+    @api.model
+    def _get_client(self):
+        url = (
+            self.env["ir.config_parameter"]
+            .sudo()
+            .get_param("ai_llm.ollama_url", "http://localhost:11434")
+        )
+        return Client(host=url)
+
+    @api.model
+    def chat(self, messages, model=None, options=None):
+        """
+        Sends a chat request to Ollama.
+        :param messages: list of dicts [{'role': 'user', 'content': 'hello'}, ...]
+        :param options: dict of optional parameters (e.g. temperature)
+        :return: dict response from Ollama
+        """
+        client = self._get_client()
+        if not model:
+            model = (
+                self.env["ir.config_parameter"]
+                .sudo()
+                .get_param("ai_llm.ollama_model", "llama3")
+            )
+
+        response = client.chat(
+            model=model, messages=messages, options=options, stream=False
+        )
+        return response.message.content

ai_oca_native_llm/models/res_config_settings.py

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+# Copyright 2025 Pierre Verkest
+# License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl.html)
+from odoo import fields, models
+
+
+class ResConfigSettings(models.TransientModel):
+    _inherit = "res.config.settings"
+
+    ai_llm_ollama_url = fields.Char(
+        string="Ollama URL",
+        config_parameter="ai_llm.ollama_url",
+        default="http://localhost:11434",
+        help="The URL of the Ollama server.",
+    )
+    ai_llm_ollama_model = fields.Char(
+        string="Ollama Model",
+        config_parameter="ai_llm.ollama_model",
+        default="llama3",
+        help="The model to use for the AI features (e.g., llama3, mistral).",
+    )

ai_oca_native_llm/pyproject.toml

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+[build-system]
+requires = ["whool"]
+build-backend = "whool.buildapi"

ai_oca_native_llm/readme/DESCRIPTION.md

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+Provides a basic Python client wrapper to communicate with
+a local/remote Ollama instance.

ai_oca_native_llm/readme/ROADMAP.md

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+* Transform this module as base module that provide 
+  abstraction to chat with any llm provider