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import os | |
import random | |
import string | |
from django.apps import AppConfig | |
from django.conf import settings | |
from jinja2 import Environment, FileSystemLoader | |
import openai | |
class AppNameConfig(AppConfig): | |
default_auto_field = 'django.db.models.BigAutoField' | |
name = 'app_name' | |
def ready(self): | |
# import models, functions, and libraries here | |
from . import models, functions, libraries | |
# idea-to-app logic | |
if settings.IDEA_TO_APP: | |
# generate a unique name for the new model | |
model_name = ''.join(random.choices(string.ascii_lowercase + string.digits, k=10)) | |
# merge the selected models and functions here | |
# and save it as a new GGuf model | |
gguf_model = functions.merge_models(models.CodeModel, models.ImageModel, 'function1', 'function3') | |
# save the GGuf model under the unique name | |
gguf_model.save(model_name) | |
# return the merged model for preview/demo | |
settings.IDEA_TO_APP_PREVIEW = gguf_model | |
from django.db import models | |
class CodeModel(models.Model): | |
name = models.CharField(max_length=100) | |
code = models.TextField() | |
class ImageModel(models.Model): | |
name = models.CharField(max_length=100) | |
image = models.ImageField(upload_to='images/') | |
def merge_models(model1, model2, function1, function3): | |
# merge the selected models and functions here | |
model1_objects = model1.objects.all() | |
model2_objects = model2.objects.all() | |
merged_objects = [] | |
for obj1 in model1_objects: | |
obj2 = model2_objects.filter(name=obj1.name).first() | |
if obj2: | |
merged_obj = { | |
'name': obj1.name, | |
'code': function1(obj1.code), | |
'image': function3(obj2.image), | |
} | |
merged_objects.append(merged_obj) | |
return merged_objects | |
import openai | |
import jinja2 | |
def function1(code): | |
# translate natural language to executable code here | |
# using the OpenAI API | |
openai.api_key = 'YOUR_OPENAI_API_KEY' | |
response = openai.Completion.create( | |
engine='code-davinci-002', | |
prompt=f'Translate this Python code to executable code: {code}'\ |