azerai

v5.0.1 suspicious
6.0
Medium Risk

**AzerAI** - Azərbaycan Dilində Qabaqcıl Səsli AI Asistent

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits several red flags, particularly concerning its metadata and use of obfuscation, suggesting potential malicious intent. However, there is insufficient evidence to conclusively label it as malicious.

  • High metadata risk indicating potential abandonment or misuse
  • Use of obfuscation techniques that may obscure harmful functionality
Per-check LLM notes
  • Network: Fetching package information from PyPI is generally benign and could be for version checking or similar purposes.
  • Shell: Running 'pip show' and 'pip list' commands might be used to check installed packages or dependencies, but could also indicate an attempt to manipulate the environment.
  • Obfuscation: The code appears to be using obfuscation techniques which could be an attempt to hide functionality, but without more context, it's hard to determine malicious intent.
  • Credentials: No suspicious patterns for credential harvesting were detected.
  • Metadata: The repository shows signs of being potentially abandoned or a throwaway account, increasing suspicion of malintent.

📦 Package Quality Overall: Low (3.4/10)

○ Low Test Suite 1.0

No test suite detected

  • No test files or test-runner configuration detected
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (3315 chars)
○ Low Contributing Guide 4.0

No contributing guide or governance files found

  • Development Status classifier >= Beta
◈ Medium Type Annotations 5.0

Partial type annotation coverage

  • 10 type-annotated function signatures detected in source
○ Low Multiple Contributors 2.0

Single-author or unverifiable project

  • 1 unique contributor(s) across 4 commits in AzerStudio-Dev/AzerAI
  • Single author with few commits — possibly a personal or throwaway project

🔬 Heuristic Checks

⚠ Outbound Network Calls score 1.5

Found 1 network call pattern(s)

  • try: response = requests.get(f"https://pypi.org/pypi/{package_name}/json", timeout=3)
⚠ Code Obfuscation score 2.0

Found 1 obfuscation pattern(s)

  • reminder_tools.loop_ref = __import__('asyncio').get_running_loop() print("[OK] Reminder plugin-
⚠ Shell / Subprocess Execution score 4.0

Found 2 shell execution pattern(s)

  • try: result = subprocess.run(['pip', 'show', package_name], capture_output=True, text=Tru
  • try: result = subprocess.run(['pip', 'list'], capture_output=True, text=True)
✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

Email domain looks legitimate: gmail.com>

✓ Suspicious Page Links

All external links appear legitimate

⚠ Git Repository History score 5.0

Git history flags: Repository has zero stars and zero forks

  • Repository has zero stars and zero forks
  • Single contributor with only 4 commit(s) — possibly throwaway account
⚠ Maintainer History score 4.0

2 maintainer concern(s) found

  • Author name is missing or very short
  • Author "" appears to have only 1 package on PyPI (new or inactive account)
✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with azerai 
Create a fully-functional mini-app called 'AzerAI Assistant' using the Python package 'azerai'. This app will serve as an intelligent voice assistant that understands and responds in Azerbaijani language. Here’s a step-by-step guide on how to develop it:

1. **Setup**: Install the necessary packages including 'azerai', 'speech_recognition' for voice input, and 'gTTS' (Google Text-to-Speech) or similar for voice output.
2. **Voice Input**: Use 'speech_recognition' to capture voice commands from the user. The assistant should be able to recognize and process these commands accurately.
3. **Command Processing**: Integrate 'azerai' to interpret the voice commands in Azerbaijani. The assistant should be able to understand various commands like asking for the weather, setting alarms, searching the web, etc.
4. **Response Generation**: Based on the command processed by 'azerai', generate appropriate responses. These responses could include text, audio, or actions like setting reminders.
5. **Voice Output**: Use 'gTTS' to convert the response into speech and output it through the speakers.
6. **Enhancements**: Consider adding features such as natural language understanding to handle more complex queries, integration with APIs for real-time data (e.g., weather updates), and a user-friendly interface for non-voice interactions.

The goal of this project is to create an intuitive, user-friendly voice assistant that can significantly enhance daily tasks for Azerbaijani speakers.

💬 Discussion Feed

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