[16.0][ADD] field_vector_config

.copier-answers.yml

@@ -1,5 +1,5 @@
 # Do NOT update manually; changes here will be overwritten by Copier
-_commit: v1.40
+_commit: v1.44
 _src_path: git+https://github.com/OCA/oca-addons-repo-template
 convert_readme_fragments_to_markdown: false
 enable_checklog_odoo: false
@@ -15,6 +15,7 @@ odoo_test_flavor: Both
 odoo_version: 16.0
 org_name: Odoo Community Association (OCA)
 org_slug: OCA
+postgres_image: pgvector/pgvector:pg16
 rebel_module_groups: []
 repo_description: ai
 repo_name: ai

.github/workflows/pre-commit.yml

@@ -1,3 +1,4 @@
+
 name: pre-commit
 
 on:
@@ -9,14 +10,18 @@ on:
       - "16.0"
       - "16.0-ocabot-*"
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
 jobs:
   pre-commit:
     runs-on: ubuntu-22.04
     steps:
       - uses: actions/checkout@v4
       - uses: actions/setup-python@v5
         with:
-          python-version: "3.11"
+          python-version: "3.10"
           cache: 'pip'
           cache-dependency-path: '.pre-commit-config.yaml'
       - name: Get python version

.github/workflows/test.yml

@@ -9,6 +9,13 @@ on:
       - "16.0"
       - "16.0-ocabot-*"
 
+<<<<<<< before updating
+=======
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+>>>>>>> after updating
 jobs:
   unreleased-deps:
     runs-on: ubuntu-latest
@@ -42,7 +49,7 @@ jobs:
             makepot: "true"
     services:
       postgres:
-        image: postgres:12
+        image: pgvector/pgvector:pg16
         env:
           POSTGRES_USER: odoo
           POSTGRES_PASSWORD: odoo

.pre-commit-config.yaml

@@ -21,7 +21,7 @@ exclude: |
   # You don't usually want a bot to modify your legal texts
   (LICENSE.*|COPYING.*)
 default_language_version:
-  python: python3
+  python: python3.10
   node: "16.17.0"
 repos:
   - repo: local
@@ -44,7 +44,7 @@ repos:
         files: '^(\.travis\.yml|\.t2d\.yml|CONTRIBUTING\.md)$'
         language: fail
   - repo: https://github.com/oca/maintainer-tools
-    rev: f9b919b9868143135a9c9cb03021089cabba8223
+    rev: 31bdbd8e4cb94be6534f0e82b1cafb84a455f671
     hooks:
       # update the NOT INSTALLABLE ADDONS section above
       - id: oca-update-pre-commit-excluded-addons

.pylintrc

@@ -4,6 +4,9 @@
 load-plugins=pylint_odoo
 score=n
 
+[IMPORTS]
+deprecated-modules=pdb,pudb,ipdb,bs4
+
 [ODOOLINT]
 readme-template-url="https://github.com/OCA/maintainer-tools/blob/master/template/module/README.rst"
 manifest-required-authors=Odoo Community Association (OCA)
@@ -41,6 +44,7 @@ enable=anomalous-backslash-in-string,
     assignment-from-none,
     attribute-deprecated,
     dangerous-default-value,
+    deprecated-module,
     development-status-allowed,
     duplicate-key,
     eval-used,
@@ -100,7 +104,7 @@ enable=anomalous-backslash-in-string,
     website-manifest-key-not-valid-uri,
     external-request-timeout,
     missing-manifest-dependency,
-    too-complex,,
+    too-complex,
     create-user-wo-reset-password,
     dangerous-filter-wo-user,
     file-not-used,

.pylintrc-mandatory

@@ -3,6 +3,9 @@
 load-plugins=pylint_odoo
 score=n
 
+[IMPORTS]
+deprecated-modules=pdb,pudb,ipdb,bs4
+
 [ODOOLINT]
 readme-template-url="https://github.com/OCA/maintainer-tools/blob/master/template/module/README.rst"
 manifest-required-authors=Odoo Community Association (OCA)
@@ -33,6 +36,7 @@ enable=anomalous-backslash-in-string,
     assignment-from-none,
     attribute-deprecated,
     dangerous-default-value,
+    deprecated-module,
     development-status-allowed,
     duplicate-key,
     eval-used,

field_vector_config/README.rst

@@ -0,0 +1,149 @@
+.. image:: https://odoo-community.org/readme-banner-image
+   :target: https://odoo-community.org/get-involved?utm_source=readme
+   :alt: Odoo Community Association
+
+=================
+Field Vector Fill
+=================
+
+.. 
+   !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+   !! This file is generated by oca-gen-addon-readme !!
+   !! changes will be overwritten.                   !!
+   !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+   !! source digest: sha256:722ec05a7f6f24bb142697333fdd71c40ae7a2539242bd672c0affe2056d77c6
+   !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+
+.. |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-AGPL--3-blue.png
+    :target: http://www.gnu.org/licenses/agpl-3.0-standalone.html
+    :alt: License: AGPL-3
+.. |badge3| image:: https://img.shields.io/badge/github-OCA%2Fai-lightgray.png?logo=github
+    :target: https://github.com/OCA/ai/tree/16.0/field_vector_config
+    :alt: OCA/ai
+.. |badge4| image:: https://img.shields.io/badge/weblate-Translate%20me-F47D42.png
+    :target: https://translation.odoo-community.org/projects/ai-16-0/ai-16-0-field_vector_config
+    :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=16.0
+    :alt: Try me on Runboat
+
+|badge1| |badge2| |badge3| |badge4| |badge5|
+
+This module allows to configure vector fields dynamically. Quite
+interesting if you want to handle them by using AI.
+
+**Table of contents**
+
+.. contents::
+   :local:
+
+Use Cases / Context
+===================
+
+The original field_vector module implements vector configuration,
+however, it is hard to handle how to create and search them.
+
+With this module, we added the functionality to do it.
+
+Configuration
+=============
+
+With this module, we can easily add a configuration on a vector to
+configure it dynamically on our database.
+
+.. code:: python
+
+   from odoo.addons.field_vector_config.fields import ComputedVector
+
+
+   class ResPartner(models.Model):
+       _inherit = "res.partner"
+
+       embedding = ComputedVector(string="Embedding")
+
+With that, we can go to **Settings / Technical / Database Structure** to
+add the field manually and configure it. There you can configure the
+size of the vector (depends on the method and model), computation
+information and so on.
+
+Important notes:
+
+- If you make a field that is computed, we recommend to create it in a
+  pre_init_hook to avoid the creation and allow the user to configure it
+  properly
+- If you change the size of the vector, update the column. It will
+  update the size and do nothing if it has the proper size.
+
+Usage
+=====
+
+After the configuration, we can easily compute and search using this
+vector. For example:
+
+.. code:: python
+
+   from odoo.addons.ai_tool.tools import aitool
+
+
+   class ProductProduct(models.Model):
+
+       _inherit = "product.product"
+
+       product_vector = ComputedVector(
+           compute="_compute_product_vector",
+           store=True,
+       )
+
+       @api.depends("name", "description")
+       def _compute_product_vector(self):
+           for record in self:
+               record.product_vector = record._encode_vector("product_vector", f"{record.name}\n{record.description}\n{record.description_purchase}")[0]
+
+       def _find_vector_product(self, value, limit=5):
+           records = self.search_vector("product_vector", value, limit=limit)
+           return [{"id": r.id, "name": r.name, "description": r.description} for r in records]
+
+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:%20field_vector_config%0Aversion:%2016.0%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
+=======
+
+Authors
+-------
+
+* Dixmit
+
+Contributors
+------------
+
+- `Dixmit <https://www.dixmit.com>`__
+
+  - Enric Tobella
+
+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/16.0/field_vector_config>`_ project on GitHub.
+
+You are welcome to contribute. To learn how please visit https://odoo-community.org/page/Contribute.

field_vector_config/__init__.py

@@ -0,0 +1,2 @@
+from . import models
+from . import fields

field_vector_config/__manifest__.py

@@ -0,0 +1,19 @@
+# Copyright 2026 Dixmit
+# License AGPL-3.0 or later (https://www.gnu.org/licenses/agpl).
+
+{
+    "name": "Field Vector Fill",
+    "summary": """Autogenerate vectors and add search functions""",
+    "version": "16.0.1.0.0",
+    "license": "AGPL-3",
+    "author": "Dixmit,Odoo Community Association (OCA)",
+    "website": "https://github.com/OCA/ai",
+    "depends": [
+        "field_vector",
+    ],
+    "data": [
+        "security/ir.model.access.csv",
+        "views/ir_model_field_vector.xml",
+    ],
+    "demo": [],
+}

field_vector_config/fields.py

@@ -0,0 +1,43 @@
+# Copyright 2026 Dixmit
+# License AGPL-3.0 or later (https://www.gnu.org/licenses/agpl).
+
+from odoo.addons.field_vector.fields import Vector
+
+
+def split_text_chunks(text, max_words=350, overlap=50):
+    words = text.split()
+    chunks = []
+    start = 0
+    while start < len(words):
+        chunk = " ".join(words[start : start + max_words])
+        chunks.append(chunk)
+        start += max_words - overlap
+    return chunks
+
+
+class ComputedVector(Vector):
+    type = "computed_vector"
+
+    def __init__(
+        self,
+        dimensions=10,
+        **kwargs,
+    ):
+        # We set a default dimensions value
+        super().__init__(dimensions=dimensions, **kwargs)
+
+    @property
+    def column_type(self):
+        return ("vector", "vector")
+
+    def vector_dimensions(self, model):
+        dimensions = (
+            model.env["ir.model.fields"]
+            .sudo()
+            .search(
+                [("model", "=", model._name), ("name", "=", self.name)],
+                limit=1,
+            )
+            .vector_configuration_ids.dimensions
+        )
+        return dimensions or super().vector_dimensions(model)

field_vector_config/models/__init__.py

@@ -0,0 +1,3 @@
+from . import ir_model_field_vector
+from . import ir_model_fields
+from . import base