first push

.idea/.gitignore

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+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

.idea/Houshyar.iml

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+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="FacetManager">
+    <facet type="django" name="Django">
+      <configuration>
+        <option name="rootFolder" value="$MODULE_DIR$" />
+        <option name="settingsModule" value="Houshyar/settings.py" />
+        <option name="manageScript" value="$MODULE_DIR$/manage.py" />
+        <option name="environment" value="&lt;map/&gt;" />
+        <option name="doNotUseTestRunner" value="false" />
+        <option name="trackFilePattern" value="migrations" />
+      </configuration>
+    </facet>
+  </component>
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="jdk" jdkName="Python 3.10 (houshyar_env)" jdkType="Python SDK" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="PyDocumentationSettings">
+    <option name="format" value="PLAIN" />
+    <option name="myDocStringFormat" value="Plain" />
+  </component>
+  <component name="TemplatesService">
+    <option name="TEMPLATE_CONFIGURATION" value="Django" />
+  </component>
+</module>

.idea/inspectionProfiles/profiles_settings.xml

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+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/misc.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10 (houshyar_env)" project-jdk-type="Python SDK" />
+</project>

.idea/modules.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/Houshyar.iml" filepath="$PROJECT_DIR$/.idea/Houshyar.iml" />
+    </modules>
+  </component>
+</project>

Houshyar/asgi.py

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+"""
+ASGI config for Houshyar project.
+
+It exposes the ASGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/6.0/howto/deployment/asgi/
+"""
+
+import os
+
+from django.core.asgi import get_asgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'Houshyar.settings')
+
+application = get_asgi_application()

Houshyar/settings.py

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+"""
+Django settings for Houshyar project.
+
+Generated by 'django-admin startproject' using Django 6.0.1.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/6.0/topics/settings/
+
+For the full list of settings and their values, see
+https://docs.djangoproject.com/en/6.0/ref/settings/
+"""
+
+from pathlib import Path
+
+# Build paths inside the project like this: BASE_DIR / 'subdir'.
+BASE_DIR = Path(__file__).resolve().parent.parent
+
+
+# Quick-start development settings - unsuitable for production
+# See https://docs.djangoproject.com/en/6.0/howto/deployment/checklist/
+
+# SECURITY WARNING: keep the secret key used in production secret!
+SECRET_KEY = 'django-insecure-f7wv^3wl@0&d8%)zf7)sl!n5m8kij(21su&_d=_tz&0ge+1+-1'
+
+# SECURITY WARNING: don't run with debug turned on in production!
+DEBUG = True
+
+ALLOWED_HOSTS = []
+
+
+# Application definition
+
+INSTALLED_APPS = [
+    'django.contrib.admin',
+    'django.contrib.auth',
+    'django.contrib.contenttypes',
+    'django.contrib.sessions',
+    'django.contrib.messages',
+    'django.contrib.staticfiles',
+    'rest_framework',
+    'chat',
+]
+
+MIDDLEWARE = [
+    'django.middleware.security.SecurityMiddleware',
+    'django.contrib.sessions.middleware.SessionMiddleware',
+    'django.middleware.common.CommonMiddleware',
+    'django.middleware.csrf.CsrfViewMiddleware',
+    'django.contrib.auth.middleware.AuthenticationMiddleware',
+    'django.contrib.messages.middleware.MessageMiddleware',
+    'django.middleware.clickjacking.XFrameOptionsMiddleware',
+]
+
+ROOT_URLCONF = 'Houshyar.urls'
+
+TEMPLATES = [
+    {
+        'BACKEND': 'django.template.backends.django.DjangoTemplates',
+        'DIRS': [],
+        'APP_DIRS': True,
+        'OPTIONS': {
+            'context_processors': [
+                'django.template.context_processors.request',
+                'django.contrib.auth.context_processors.auth',
+                'django.contrib.messages.context_processors.messages',
+            ],
+        },
+    },
+]
+
+WSGI_APPLICATION = 'Houshyar.wsgi.application'
+
+
+# Database
+# https://docs.djangoproject.com/en/6.0/ref/settings/#databases
+
+DATABASES = {
+    'default': {
+        'ENGINE': 'django.db.backends.sqlite3',
+        'NAME': BASE_DIR / 'db.sqlite3',
+    }
+}
+
+
+# Password validation
+# https://docs.djangoproject.com/en/6.0/ref/settings/#auth-password-validators
+
+AUTH_PASSWORD_VALIDATORS = [
+    {
+        'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
+    },
+]
+
+
+# Internationalization
+# https://docs.djangoproject.com/en/6.0/topics/i18n/
+
+LANGUAGE_CODE = 'en-us'
+
+TIME_ZONE = 'UTC'
+
+USE_I18N = True
+
+USE_TZ = True
+
+
+# Static files (CSS, JavaScript, Images)
+# https://docs.djangoproject.com/en/6.0/howto/static-files/
+
+STATIC_URL = 'static/'

Houshyar/urls.py

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+"""
+URL configuration for Houshyar project.
+
+The `urlpatterns` list routes URLs to views. For more information please see:
+    https://docs.djangoproject.com/en/6.0/topics/http/urls/
+Examples:
+Function views
+    1. Add an import:  from my_app import views
+    2. Add a URL to urlpatterns:  path('', views.home, name='home')
+Class-based views
+    1. Add an import:  from other_app.views import Home
+    2. Add a URL to urlpatterns:  path('', Home.as_view(), name='home')
+Including another URLconf
+    1. Import the include() function: from django.urls import include, path
+    2. Add a URL to urlpatterns:  path('blog/', include('blog.urls'))
+"""
+from django.contrib import admin
+from django.urls import path, include
+
+urlpatterns = [
+    path('admin/', admin.site.urls),
+    path('api/', include('chat.urls')),
+]

Houshyar/wsgi.py

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+"""
+WSGI config for Houshyar project.
+
+It exposes the WSGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/6.0/howto/deployment/wsgi/
+"""
+
+import os
+
+from django.core.wsgi import get_wsgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'Houshyar.settings')
+
+application = get_wsgi_application()

chat/admin.py

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+from django.contrib import admin
+
+# Register your models here.

chat/apps.py

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+from django.apps import AppConfig
+
+
+class ChatConfig(AppConfig):
+    name = 'chat'

chat/models.py

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+from django.db import models
+
+# Create your models here.

chat/schema.py

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+from openai import OpenAI
+import json
+import re
+
+API_KEY = "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"  # ⚠️ جایگزین با کلیدت کن
+
+client = OpenAI(api_key=API_KEY, timeout=60)
+MODELS_SCHEMA = {
+    "Poultry": {
+        "fields": {
+            "UserName": "string",
+            "Password": "string",
+            "FirstName": "string",
+            "LastName": "string",
+            "UserGroupName": "string",
+            "UserRoleName": "string",
+            "UserGroupId": "string",
+            "UserRoleId": "string",
+            "Mobile": "string",
+            "Email": "string",
+            "UserIsActive": "boolean",
+            "UserIsActiveDescription": "string",
+            "RegDate": "string",
+            "RegDateShamsi": "string",
+            "RegDateShamsiWithTime": "string",
+            "RegDateShamsiOnlyTime": "string",
+            "StringId": "string",
+            "IsPersisted": "boolean",
+            "AllowInsert": "boolean",
+            "AllowUpdate": "boolean",
+            "ModalCss": "string",
+            "GridContainerParametersModel": "string",
+            "MenuUserAccess": "string",
+            "MenuUserAccessId": "string",
+            "LogTableName": "string",
+            "LogTableAlias": "string",
+            "PageTitle": "string",
+            "UnitName": "string",
+            "SystemCode": "string",
+            "TrackingCode": "string",
+            "EpidemiologicCode": "string",
+            "PartIdCode": "string",
+            "PostalCode": "string",
+            "UnitId": "string",
+            "UnitTypeId": "string",
+            "UnitTypeName": "string",
+            "LocationIdProvince": "string",
+            "LocationIdCity": "string",
+            "LocationNameProvince": "string",
+            "LocationNameCity": "string",
+            "UnitIsActive": "boolean",
+            "UnitIsActiveDescription": "string",
+            "PId": "string",
+            "Province": "string",
+            "City": "string",
+        }
+    },
+    "Hatching": {
+        "fields": {
+            "poultry": "ForeignKey(Poultry)",
+            "Date": "datetime",
+            "ArchiveDate": "datetime",
+            "BroilerFlockRequestId": "integer",
+            "InsertDate": "string",
+            "LastChangeStatusDate": "string",
+            "LastChangeStatusDateShamsi": "string",
+            "FlockRequestUnitName": "string",
+            "PedigreeName": "string",
+            "StatusId": "integer",
+            "Status": "integer",
+            "StatusName": "string",
+            "PedigreeType": "integer",
+            "BroilerPedigreeTypeName": "string",
+            "StatusColor": "string",
+            "SystemRevocationDate": "string",
+            "RemindDays": "integer",
+            "PartyCount": "integer",
+            "GoodCount": "integer",
+            "ShowButtons": "boolean",
+            "HasSync": "boolean",
+            "BroilerFlockRequestExpireStatus": "integer",
+            "IdWithFormat": "string",
+            "ProvinceName": "string",
+            "CityName": "string",
+            "Address": "string",
+            "UnitTel": "string",
+            "UnitPostalCode": "string",
+            "UnitName": "string",
+            "SystemCode": "string",
+            "CapacityFemale": "integer",
+            "EpidemiologicCode": "string",
+            "RequestCode": "string",
+            "RequestDate": "string",
+            "RequestDateFa": "string",
+            "RequestCount": "integer",
+            "DeliverDate": "string",
+            "DeliverDateFa": "string",
+            "UnionName": "string",
+            "PersonTypeId": "integer",
+            "PersonType": "integer",
+            "PersonTypeName": "string",
+            "PersonFullName": "string",
+            "NationalCode": "string",
+            "InteractType": "integer",
+            "InteractTypeName": "string",
+            "UnionTypeId": "integer",
+            "UnionTypeName": "string",
+            "SendDate": "string",
+            "SendDateFa": "string",
+            "ChickCountSum": "integer",
+            "CalculatedDate": "string",
+            "CalculatedDateFa": "string",
+            "PartIdCode": "string",
+            "CertId": "string",
+            "StartDate": "string",
+            "StartDateFa": "string",
+            "EndDate": "string",
+            "EndDateFa": "string",
+            "RemainCredit": "integer",
+            "StrRemainCredit": "string",
+            "ShowStatus": "string",
+            "ValidStatus": "string",
+            "ValidStatusName": "string",
+            "RegDate": "string",
+            "RegDateShamsi": "string",
+            "RegDateShamsiWithTime": "string",
+            "RegDateShamsiOnlyTime": "string",
+            "HatchingId": "string",
+            "StringId": "string",
+            "IsPersisted": "boolean",
+            "AllowInsert": "boolean",
+            "AllowUpdate": "boolean",
+            "ModalCss": "string",
+            "GridContainerParametersModel": "string",
+            "MenuUserAccess": "string",
+            "MenuUserAccessId": "integer",
+            "LogTableName": "string",
+            "LogTableAlias": "string",
+            "PageTitle": "string",
+            "Evacuation": "integer",
+            "Age": "integer",
+            "KillingAve": "integer",
+            "Period": "integer",
+            "LeftOver": "integer",
+            "samasat_discharge_percentage": "integer",
+            "GoodSum": "integer",
+        }
+    }
+}
+
+from datetime import datetime, timedelta
+from django.utils import timezone
+
+
+def apply_date_filter(queryset, date_filter):
+    if not date_filter:
+        return queryset
+
+    field = date_filter.get("field", "Date")
+    filter_type = date_filter.get("type")
+    value = date_filter.get("value")
+
+    now = timezone.now()
+
+    # امروز
+    if filter_type == "today":
+        start = now.replace(hour=0, minute=0, second=0, microsecond=0)
+        end = start + timedelta(days=1)
+        return queryset.filter(
+            **{f"{field}__gte": start, f"{field}__lt": end}
+        )
+
+    # دیروز
+    if filter_type == "yesterday":
+        start = (now - timedelta(days=1)).replace(
+            hour=0, minute=0, second=0, microsecond=0
+        )
+        end = start + timedelta(days=1)
+        return queryset.filter(
+            **{f"{field}__gte": start, f"{field}__lt": end}
+        )
+
+    # n روز گذشته
+    if filter_type == "last_n_days" and value:
+        start = now - timedelta(days=int(value))
+        return queryset.filter(**{f"{field}__gte": start})
+
+    # این هفته
+    if filter_type == "this_week":
+        start = now - timedelta(days=now.weekday())
+        start = start.replace(hour=0, minute=0, second=0, microsecond=0)
+        return queryset.filter(**{f"{field}__gte": start})
+
+    # این ماه
+    if filter_type == "this_month":
+        start = now.replace(day=1, hour=0, minute=0, second=0, microsecond=0)
+        return queryset.filter(**{f"{field}__gte": start})
+
+    # n ماه گذشته
+    if filter_type == "last_n_month" and value:
+        start = now
+        for _ in range(int(value)):
+            start = (start.replace(day=1) - timedelta(days=1)).replace(day=1)
+        start = start.replace(hour=0, minute=0, second=0, microsecond=0)
+        return queryset.filter(**{f"{field}__gte": start})
+
+    # این سال
+    if filter_type == "this_year":
+        start = now.replace(
+            month=1, day=1, hour=0, minute=0, second=0, microsecond=0
+        )
+        return queryset.filter(**{f"{field}__gte": start})
+
+    # n سال گذشته
+    if filter_type == "last_n_year" and value:
+        start = now.replace(
+            year=now.year - int(value),
+            month=1,
+            day=1,
+            hour=0,
+            minute=0,
+            second=0,
+            microsecond=0
+        )
+        return queryset.filter(**{f"{field}__gte": start})
+
+    return queryset
+
+
+def clean_gpt_json(text):
+    """
+    بک‌تیک‌ها و پیشوندهای GPT را پاک می‌کند
+    """
+    # پاک کردن ```json یا ``` یا ```text
+    text = re.sub(r"^```(?:json)?\s*", "", text)
+    text = re.sub(r"\s*```$", "", text)
+    return text.strip()
+
+
+def get_filters_from_question(question):
+    prompt = f"""
+    شما مدل‌های زیر را دارید و فیلدهایشان را می‌دانید:
+    {MODELS_SCHEMA}
+
+    سوال کاربر: "{question}"
+لطفاً یک JSON بازگردانید که فیلترهای Django ORM را نشان می‌دهد.
+
+JSON باید فقط شامل کلید زیر باشد:
+- "models": لیستی از مدل‌هایی که برای پاسخ به سوال کاربر نیاز است.
+
+هر آیتم داخل "models" باید شامل این کلیدها باشد:
+- "model": نام مدل (مثلا "Hatching" یا "Poultry")
+- "filters": دیکشنری فیلدها و مقادیر برای filter(**filters)
+- "aggregations": 
+    - اگر کاربر عملیات آماری خواسته، لیستی از نام عملیات‌ها مثل ["count", "sum"]
+    - اگر عملیات آماری ندارد، مقدار null
+- "fields_to_return":
+    - اگر کاربر اطلاعات توصیفی خواسته، لیستی از فیلدها
+    - در غیر این صورت null
+
+
+اگر سوال شامل زمان نسبی بود (مثل امروز، دیروز، دو روز پیش، یک هفته پیش و ...):
+
+- به جای مقدار مستقیم تاریخ،
+- یک key به نام "date_filter" اضافه کن.
+
+ساختار date_filter باید این باشد:
+{{
+  "field": "Date",
+  "type": یکی از این مقادیر:
+    "today"
+    "yesterday"
+    "last_n_days"
+    "this_week"
+    "this_month",
+    "last_n_month"
+    "this_year",
+    "last_n_year",
+  "value": فقط در صورتی که لازم بود
+           (مثلا برای last_n_days عدد روز)
+}}
+
+❗️هرگز تاریخ میلادی یا شمسی ننویس.
+❗️هرگز از today یا now به عنوان مقدار فیلتر استفاده نکن.
+
+قوانین بسیار مهم:
+- اگر سوال کاربر ترکیبی است، باید چند مدل در لیست "models" بازگردانده شود.
+- اگر فقط یک مدل لازم است، باز هم آن را داخل لیست قرار دهید.
+- مقدار aggregations فقط نام ساده عملیات‌ها باشد (بدون ":"، بدون نام فیلد، بدون دیکشنری).
+- هیچ کلید اضافه‌ای ننویسید.
+- خروجی فقط JSON معتبر باشد، بدون توضیح اضافی.
+"""
+
+    try:
+        response = client.chat.completions.create(
+            model="gpt-4.1-mini",
+            messages=[{"role": "user", "content": prompt}]
+        )
+        gpt_output = response.choices[0].message.content.strip()
+        gpt_output = clean_gpt_json(gpt_output)  # پاک کردن بک‌تیک‌ها و متن اضافی
+
+        try:
+            filters_json = json.loads(gpt_output)
+        except json.JSONDecodeError:
+            print("GPT output is not valid JSON after cleaning:", gpt_output)
+            filters_json = {}
+    except Exception as e:
+        print("Error calling OpenAI API:", e)
+        filters_json = {}
+
+    return filters_json
+
+
+
+
+
+
+
+

chat/tests.py

@@ -0,0 +1,3 @@
+from django.test import TestCase
+
+# Create your tests here.

chat/urls.py

@@ -0,0 +1,7 @@
+from django.urls import path
+
+from chat.views import get_ai_response
+
+urlpatterns = [
+    path("get_ai_response/", get_ai_response),
+]

chat/views.py

@@ -0,0 +1,67 @@
+import requests
+from django.db.models import Sum
+from django.views.decorators.csrf import csrf_exempt
+from rest_framework import status
+from rest_framework.decorators import api_view, permission_classes
+from rest_framework.permissions import AllowAny
+from rest_framework.response import Response
+from openai import OpenAI
+
+from schema import get_filters_from_question, apply_date_filter
+
+API_KEY = "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"  # ⚠️ جایگزین با کلیدت کن
+RSI_URL='https://rsibackend.rasadyar.com/app/get_ai_response/'
+client = OpenAI(api_key=API_KEY, timeout=60)
+
+@api_view(['POST'])
+@permission_classes([AllowAny])
+@csrf_exempt
+def get_ai_response(request):
+    question = request.data.get('question')
+
+    if not question:
+        return Response(
+            {"error": "Question is required"},
+            status=status.HTTP_400_BAD_REQUEST
+        )
+
+    filters_json = get_filters_from_question(question)
+    models_info = filters_json.get("models", [])
+    req_data={
+        "models_info":models_info
+    }
+
+    result_data = requests.post(
+        url=RSI_URL,
+        json=req_data,
+        verify=False
+    )
+
+
+    # تولید پاسخ نهایی با GPT
+    prompt = f"""
+    سوال کاربر: "{question}"
+
+    داده‌های به‌دست‌آمده:
+    {result_data}
+
+    لطفاً یک پاسخ کاملاً روان، خودمونی و قابل فهم برای کاربر فارسی‌زبان تولید کن.
+    """
+
+    try:
+        response_final = client.chat.completions.create(
+            model="gpt-4.1-mini",
+            messages=[{"role": "user", "content": prompt}]
+        )
+        answer = response_final.choices[0].message.content.strip()
+    except Exception as e:
+        print("Error generating GPT response:", e)
+        answer = "متأسفانه در تولید پاسخ مشکلی پیش آمد."
+
+    return Response(
+        {
+            "answer": answer,
+            "data": result_data
+        },
+        status=status.HTTP_200_OK
+    )

manage.py

@@ -0,0 +1,22 @@
+#!/usr/bin/env python
+"""Django's command-line utility for administrative tasks."""
+import os
+import sys
+
+
+def main():
+    """Run administrative tasks."""
+    os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'Houshyar.settings')
+    try:
+        from django.core.management import execute_from_command_line
+    except ImportError as exc:
+        raise ImportError(
+            "Couldn't import Django. Are you sure it's installed and "
+            "available on your PYTHONPATH environment variable? Did you "
+            "forget to activate a virtual environment?"
+        ) from exc
+    execute_from_command_line(sys.argv)
+
+
+if __name__ == '__main__':
+    main()