Test by gamichalski · Pull Request #40 · The-Fabricators/ChatBackend

gamichalski · 2025-09-17T20:00:48Z

234

FEAT: Make the authentication with the passsage [Refs: #2]

FEAT: Create languages IA API The-Fabricators#7

FEAT: Create math IA API The-Fabricators#6

FEAT: Create Natural Sciences API The-Fabricators#11

FEAT: Create human sciences IA API The-Fabricators#13

Create textwriting IA API The-Fabricators#15

feat-4

Feat 5

The-Fabricators#20

feat-20

FEAT: Create chat to read images The-Fabricators#24

Feat 3

…Message FEAT: Create Bias

FEAT: Utils and rabbitmq

FEAT:Cabou

FIX: fixxing user receiver id to email

The-Fabricators#36

feat-36

Dev

Copilot

Pull Request Overview

This PR sets up a complete Django-based backend system for a chatbot platform that integrates with multiple AI services including Google Gemini, OpenAI GPT, and Cohere. The system includes user authentication, specialized AI modules for different academic subjects, and a bias detection/classification system.

Key changes:

Complete project structure with Django configuration, models, views, and API endpoints
Multi-AI integration with specialized modules for different academic subjects (languages, mathematics, natural sciences, human sciences, text writing)
Cohere-based text classification system with training capabilities
User authentication system using Passage identity

Reviewed Changes

Copilot reviewed 102 out of 146 changed files in this pull request and generated 9 comments.

Show a summary per file

File	Description
pyproject.toml	Project dependencies and PDM configuration
manage.py	Standard Django management script
config/	Django settings, URLs, and WSGI/ASGI configuration
core/authUser/	Custom user authentication system with Passage integration
core/geminiIA/	Google Gemini AI integration modules for different subjects
core/chatgptIA/	OpenAI GPT integration for generic AI responses
core/cohereIA/	Cohere AI classification system with training capabilities
core/chat/	Chat management system with conversation history
core/bias/	Message classification and routing system

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Copilot · 2025-09-17T20:02:40Z

core/geminiIA/textwriting/config_ia.py

+import os
+import google.generativeai as genai
+
+genai.configure(api_key="AIzaSyAnxlo6QW7qp8PaosOdU-4ECehA9gHMnMA")


API key is hardcoded in the source code. This should be moved to environment variables for security. Use os.getenv('GEMINI_API_KEY') instead of hardcoding the key.

Suggested change

genai.configure(api_key="AIzaSyAnxlo6QW7qp8PaosOdU-4ECehA9gHMnMA")

genai.configure(api_key=os.getenv('GEMINI_API_KEY'))

Copilot · 2025-09-17T20:02:41Z

core/geminiIA/mathematics/config_ia.py

+import os
+import google.generativeai as genai
+
+genai.configure(api_key="AIzaSyAnxlo6QW7qp8PaosOdU-4ECehA9gHMnMA")


API key is hardcoded in the source code. This should be moved to environment variables for security. Use os.getenv('GEMINI_API_KEY') instead of hardcoding the key.

Suggested change

genai.configure(api_key="AIzaSyAnxlo6QW7qp8PaosOdU-4ECehA9gHMnMA")

genai.configure(api_key=os.getenv('GEMINI_API_KEY'))

Copilot · 2025-09-17T20:02:41Z

core/geminiIA/naturalscience/config_ia.py

+import os
+import google.generativeai as genai
+
+genai.configure(api_key="AIzaSyAnxlo6QW7qp8PaosOdU-4ECehA9gHMnMA")


API key is hardcoded in the source code. This should be moved to environment variables for security. Use os.getenv('GEMINI_API_KEY') instead of hardcoding the key.

Suggested change

genai.configure(api_key="AIzaSyAnxlo6QW7qp8PaosOdU-4ECehA9gHMnMA")

genai.configure(api_key=os.getenv('GEMINI_API_KEY'))

Copilot · 2025-09-17T20:02:42Z

core/geminiIA/language/config_ia.py

+import os
+import google.generativeai as genai
+
+genai.configure(api_key="AIzaSyAnxlo6QW7qp8PaosOdU-4ECehA9gHMnMA")


API key is hardcoded in the source code. This should be moved to environment variables for security. Use os.getenv('GEMINI_API_KEY') instead of hardcoding the key.

Suggested change

genai.configure(api_key="AIzaSyAnxlo6QW7qp8PaosOdU-4ECehA9gHMnMA")

genai.configure(api_key=os.getenv('GEMINI_API_KEY'))

Copilot · 2025-09-17T20:02:42Z

core/geminiIA/humanscience/config_ia.py

+import os
+import google.generativeai as genai
+
+genai.configure(api_key="AIzaSyAnxlo6QW7qp8PaosOdU-4ECehA9gHMnMA")


API key is hardcoded in the source code. This should be moved to environment variables for security. Use os.getenv('GEMINI_API_KEY') instead of hardcoding the key.

Suggested change

genai.configure(api_key="AIzaSyAnxlo6QW7qp8PaosOdU-4ECehA9gHMnMA")

genai.configure(api_key=os.getenv('GEMINI_API_KEY'))

Copilot · 2025-09-17T20:02:42Z

pyproject.toml

+    "google-generativeai>=0.8.3",
+    "django-filter>=24.3",
+    "pillow>=11.0.0",
+    "openai==0.28",


Using an outdated version of OpenAI library (0.28) which may contain security vulnerabilities. Consider updating to a more recent version and verify compatibility.

Suggested change

"openai==0.28",

"openai>=1.14.3",

Copilot · 2025-09-17T20:02:42Z

core/geminiIA/language/models.py

+
+
+
+
+
+
+
+
+
+
+


[nitpick] Remove unnecessary empty lines at the end of the file to improve code cleanliness.

Suggested change

Copilot · 2025-09-17T20:02:43Z

core/cohereIA/views.py

+
+            # Realiza a classificação
+            response = co.classify(
+                model="6c419c46-f7b4-4dc4-986e-7519a8cc002d-ft",


The model ID is hardcoded. This should use the dynamic model ID from current_model.currentModel that was retrieved earlier in the method for consistency and flexibility.

Suggested change

model="6c419c46-f7b4-4dc4-986e-7519a8cc002d-ft",

model=model_id,

Copilot · 2025-09-17T20:02:43Z

core/geminiIA/textwriting/serializers.py

+class TextWritingAISerializer(ModelSerializer):
+    class Meta:
+        model = TextWritingAI
+        fields: list[str] = ['id', 'user', 'answer', 'response', 'cover']


Type annotation on fields is unnecessary in Django serializer Meta classes. The Django framework expects fields to be a list, so the type annotation should be removed: fields = ['id', 'user', 'answer', 'response', 'cover']

Suggested change

fields: list[str] = ['id', 'user', 'answer', 'response', 'cover']

fields = ['id', 'user', 'answer', 'response', 'cover']

Fix typo in docstring for main function

Update manage.py

AnthonyLoche and others added 30 commits November 28, 2024 15:21

INIT: Initializing django project [Refs: #1]

b10c616

FEAT: Make the authentication with the passsage [Refs: #2]

578a254

Merge pull request #3 from The-Fabricators/Feat-2

9072aca

FEAT: Make the authentication with the passsage [Refs: #2]

FEAT: Create languages IA API

36090f5

FEAT: Create math IA API The-Fabricators#6

9badaa2

Merge pull request The-Fabricators#8 from The-Fabricators/feat-7

caa40a5

FEAT: Create languages IA API The-Fabricators#7

Merge pull request The-Fabricators#9 from The-Fabricators/feat-6

be76a00

FEAT: Create math IA API The-Fabricators#6

CHORE: put forgot configs in math IA app

2bf7006

FEAT: Create Natural Sciences API The-Fabricators#11

a21f7c5

FEAT: Create Natural Sciences API The-Fabricators#11

cc5c3d2

Merge pull request The-Fabricators#12 from The-Fabricators/feat-11

5ea8480

FEAT: Create Natural Sciences API The-Fabricators#11

FEAT: Create human sciences IA API The-Fabricators#13

8b16296

Merge pull request The-Fabricators#14 from The-Fabricators/feat-13

11ea16e

FEAT: Create human sciences IA API The-Fabricators#13

Create textwriting IA API The-Fabricators#15

92c24b0

Merge pull request The-Fabricators#17 from The-Fabricators/feat-15

a3de04b

Create textwriting IA API The-Fabricators#15

FEAT: Create app

aaad380

FEAT: Connect and training AI for generic purposes

390a49f

REFACTOR:

8f4f76a

CHORE: Documentating code

8b5258c

#FIX: Fix settings

09d0e72

Merge pull request The-Fabricators#16 from The-Fabricators/feat-4

f65c773

feat-4

CHORE: AI diferentiate textWriting and only text

5acabee

FEAT: implanting cohere IA [Refs: The-Fabricators#5]

ba6a3c7

FIX: Misc

cd9929b

Merge pull request The-Fabricators#21 from The-Fabricators/Feat-5

5bf5f74

Feat 5

FEAT: Create, training and connect AI for report

63fd198

The-Fabricators#20

Merge pull request The-Fabricators#23 from The-Fabricators/feat-20

eb75dcf

feat-20

FEAT: Create chat to read images

a760e9b

Merge branch 'dev' into feat-24

b18828f

Merge pull request The-Fabricators#25 from The-Fabricators/feat-24

9ac51a0

FEAT: Create chat to read images The-Fabricators#24

Jaotarzan and others added 22 commits November 29, 2024 19:17

FIX: Trying fix yarl

6dd35ab

FIX: yarl

4bd97ca

FIX: migrations

85ed2d3

Merge pull request The-Fabricators#28 from The-Fabricators/feat-3

6b8e6c9

Feat 3

FEAT: Automate the ws and create of tables

694046f

FEAT: Init bias

8ecf002

Merge pull request The-Fabricators#32 from The-Fabricators/feat-class…

13aefc9

…Message FEAT: Create Bias

FEAT: Utils and rabbitmq

5daf437

Merge pull request The-Fabricators#34 from The-Fabricators/feat-15

25679d1

FEAT: Utils and rabbitmq

FEAT:Cabou

06ddc65

Merge pull request The-Fabricators#35 from The-Fabricators/feat-web

cd04d06

FEAT:Cabou

FIX: fixxing user receiver id to email

fea9e81

Merge branch 'dev' into feat-test

4b954fa

Merge pull request The-Fabricators#37 from The-Fabricators/feat-test

cfa64b0

FIX: fixxing user receiver id to email

ADD FILTER

6c01748

FIX and Add Filters

dd8aaed

Add chat filter

0a2fa18

FEAT: Connect AI text writing with chat and ai chat

b0926c8

The-Fabricators#36

ADD FILTER CHAT

22f5ff9

Merge pull request The-Fabricators#38 from The-Fabricators/feat-36

25898b6

feat-36

FIX chat serializer

25b6d4b

Merge pull request #1 from gamichalski/dev

377353a

Dev

Copilot AI review requested due to automatic review settings September 17, 2025 20:00

Copilot AI reviewed Sep 17, 2025

View reviewed changes

gamichalski and others added 4 commits September 17, 2025 18:04

Fix typo in docstring for main function

46f8ad0

Merge pull request #3 from gamichalski/gamichalski-patch-1

91ddef4

Fix typo in docstring for main function

Update manage.py

f7442d8

Merge pull request #4 from gamichalski/michalski-ph-patch-1

21ad2cf

Update manage.py

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Test#40

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gamichalski commented Sep 17, 2025 •

edited

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	genai.configure(api_key="AIzaSyAnxlo6QW7qp8PaosOdU-4ECehA9gHMnMA")
	genai.configure(api_key=os.getenv('GEMINI_API_KEY'))

	model="6c419c46-f7b4-4dc4-986e-7519a8cc002d-ft",
	model=model_id,

	fields: list[str] = ['id', 'user', 'answer', 'response', 'cover']
	fields = ['id', 'user', 'answer', 'response', 'cover']

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Pull Request Overview

Reviewed Changes

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gamichalski commented Sep 17, 2025 •

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