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  1. APPS
  2. AI
  3. AI Local Error Assistant (llama.cpp) v 18.0
  4. Sales Conditions FAQ

AI Local Error Assistant (llama.cpp)

by okkype@gmail.com https://linkedin.com/in/okky-permana-sihipo
Odoo

$ 30.00

v 18.0 Third Party
Apps purchases are linked to your Odoo account, please sign in or sign up first.
Availability
Odoo Online
Odoo.sh
On Premise
Lines of code 1081
Technical Name ai_error_llama
LicenseOPL-1
Websitehttps://linkedin.com/in/okky-permana-sihipo
Versions 18.0 19.0
You bought this module and need support? Click here!
Availability
Odoo Online
Odoo.sh
On Premise
Lines of code 1081
Technical Name ai_error_llama
LicenseOPL-1
Websitehttps://linkedin.com/in/okky-permana-sihipo
Versions 18.0 19.0
  • Description
  • License
🛡️ Odoo 18 Debugging & AI Integration

Buku Panduan Teknis: AI Error Assistant

Kupas tuntas arsitektur, kode, dan logika di balik asisten error lokal offline berbasis GGUF Llama untuk mendiagnosis, mengklasifikasi, dan memperbaiki bug Odoo secara otomatis.

📖

Materi Terstruktur

Disusun layaknya bab-bab buku pembelajaran untuk memudahkan pemahaman alur kerja parser backend, scanner file, compiler AST, dan penggantian proses OS.

🧠

Analisis Exception

Mempelajari cara asisten memilah traceback mentah Odoo dan melakukan routing tindakan perbaikan yang sesuai untuk setiap jenis error.

⚙️

Hot Reloading

Membedah logika restarter mandiri yang memicu penggantian proses server (OS process replacement) agar perubahan kode yang ditulis AI langsung dimuat.

📬 Hubungi Kami & Layanan Training

Hubungi kami untuk informasi atau menjadwalkan training

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WhatsApp Chat 1
+62 857-3257-0386
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+62 851-6252-3110

Bab 01 Sistem Diagnosis Backend (Traceback API)

AI Error Assistant mengintegrasikan frontend Odoo dengan API backend menggunakan route HTTP JSON controller. Ketika error dialog di-extend, backend menerima data traceback lengkap, memformat prompt terstruktur, dan mengirimkannya ke LLM untuk dipilah.

Python (controllers/main.py - _classify_error_with_ai)
def _classify_error_with_ai(self, traceback_str, error_message, error_name):
    # Menginstruksikan LLM menghasilkan klasifikasi error berformat JSON murni
    prompt = f"""Analyze this Odoo error and provide a structured classification.
    Error Name: {error_name}
    Error Message: {error_message}
    Traceback: {traceback_str}
    
    Return ONLY a JSON object with this exact structure (no markdown):
    {{
        "error_type": "ValueError|ValidationError|IntegrityError|MissingError|...",
        "category": "xml_file|python_file|database|...",
        "file_path": "/absolute/path/to/file.ext or null",
        "line_number": 123 or null
    }}
    """
    ai_response = self._call_ai_api(prompt)
    # Parsing JSON secara aman dengan mencari kurung kurawal pembuka/penutup

Bab 02 Klasifikasi & Strategi Resolusi Error

Setiap exception ditangani dengan skema khusus untuk memastikan database tetap aman dan instruksi LLM terfokus:

Jenis Exception Metode Resolusi AI Fix Penjelasan Teknis
ValueError Memilah field yang salah dan memperbaikinya via XML parser/Python fallback. Mencegah kegagalan parsing views.
ValidationError Menulis script ORM / query perbaikan untuk membersihkan data ilegal. Mengatasi pelanggaran @api.constrains.
IntegrityError Melakukan eksekusi pembersihan database terisolasi untuk data yatim piatu. Mengembalikan integritas foreign key.
AccessError Menyarankan penulisan rule akses di ir.model.access.csv secara tertulis. Memerlukan review manual agar hak akses aman.
ImportError Menyediakan CLI command pip install untuk pustaka yang kurang. Mencegah kegagalan boot modul.

Bab 03 Algoritma Pencarian Berkas ORM secara Dinamis

Jika error terjadi pada level model ORM database, asisten tidak memodifikasi database langsung, melainkan mencari file sumber model python di dalam folder addon yang di-whitelist. Pencarian didasarkan pada scanning teks regex untuk mendeteksi `_name` atau `_inherit` dari model tersebut:

Python (controllers/main.py - _find_model_file)
def _find_model_file(self, model_name, custom_addon_paths):
    # Mencari file model Python yang mendefinisikan model terkait
    matches = []
    for addon_path in custom_addon_paths:
        for root, dirs, files in os.walk(addon_path):
            for file in files:
                if file.endswith(".py"):
                    file_path = os.path.join(root, file)
                    with open(file_path, encoding="utf-8") as f:
                        content = f.read()
                    
                    # Mencari kecocokan _name atau _inherit
                    match_name = re.search(rf"_name\s*=\s*['\"]{re.escape(model_name)}['\"]", content)
                    match_inherit = re.search(rf"_inherit\s*=\s*['\"]{re.escape(model_name)}['\"]", content)
                    
                    if match_name or match_inherit:
                        matches.append({"file_path": file_path, "score": 100 if match_inherit else 50})
    return matches[0]["file_path"] if matches else None

Bab 04 Pengaplikasian Patch Diff & Compiler Check

Sebelum menyimpan modifikasi kode ke dalam file disk, modul memastikan keamanan sintaksis kode tersebut. Sintaks Python di-compile secara virtual menggunakan AST parser Python. Jika sintaks valid, salinan file asli di-backup, patch diff dihitung menggunakan difflib.unified_diff, dan file baru ditulis ke disk.

Python (controllers/main.py - _fix_custom_addon_file)
# Cek validitas kompilasi Python sebelum menulis berkas fisik
if file_ext == ".py":
    try:
        ast.parse(fixed_code)
    except SyntaxError as e:
        return {"error": f"AI generated invalid Python code: {e}"}

# Membuat unified diff patch
diff = difflib.unified_diff(
    code_content.splitlines(keepends=True),
    fixed_code.splitlines(keepends=True),
    fromfile=f"{file_path} (before)",
    tofile=f"{file_path} (after)"
)

Bab 05 Rekayasa Restart Server (OS Process Replacement)

Restart server secara mulus dari UI browser membutuhkan penutupan proses Odoo yang sedang berjalan secara aman, kemudian melakukan start ulang. Asisten melakukan ini dengan memicu subprocess independen yang menunggu parent process PID mati sebelum meluncurkan kembali server menggunakan `os.execv`:

Python (controllers/main.py - restart_server)
restarter_code = """
import time
import os
import sys

pid = int(sys.argv[1])
cmd = sys.argv[2:]

# Loop sampai parent PID benar-benar tidak terdeteksi aktif
try:
    while True:
        os.kill(pid, 0)
        time.sleep(0.1)
except OSError:
    pass

# Meluncurkan proses python baru menggantikan proses restarter ini
os.execv(sys.executable, [sys.executable] + cmd)
"""

Bab 06 Automated Testing & Sandbox Mocking

Pengujian unit test dilakukan secara terisolasi tanpa memakan resource GPU/CPU berat menggunakan mocking (penyamaran API):

CLI Test Execution
conda run -n odoo-18 python odoo-bin -c odoo-apps.conf -d odoo_18ce_apps --test-enable --test-tags=ai_error_llama --stop-after-init

© 2026 Developer Training Module. Created with Pride for Odoo 18 Debugging & AI Integration.

Odoo Proprietary License v1.0

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modified, executed after modifications) if you have purchased a valid license
from the authors, typically via Odoo Apps, or if you have received a written
agreement from the authors of the Software (see the COPYRIGHT file).

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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
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ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
DEALINGS IN THE SOFTWARE.

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