alibabacloud-searchagent20260515

v1.0.0 suspicious
4.0
Medium Risk

Alibaba Cloud SearchAgent (20260515) SDK Library for Python

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows signs of potential obfuscation and lacks a history of updates or multiple versions, which raises concerns about its legitimacy and purpose.

  • Obfuscation risk detected at level 4 out of 10
  • Minimal package activity and only one version available
Per-check LLM notes
  • Obfuscation: The obfuscation pattern is suspicious and may indicate an attempt to hide the actual import source, but it could also be part of a complex dependency management strategy.
  • Credentials: No clear evidence of credential harvesting patterns detected.
  • Metadata: The package appears to be newly created with minimal activity and a single version, raising some suspicion but not definitive evidence of malice.

📦 Package Quality Overall: Low (4.4/10)

○ 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 (1203 chars)
○ Low Contributing Guide 4.0

No contributing guide or governance files found

  • Development Status classifier >= Beta
◈ Medium Type Annotations 7.0

Partial type annotation coverage

  • Type checker (mypy / pyright / pytype) referenced in project
  • 11 type-annotated function signatures detected in source
◈ Medium Multiple Contributors 5.0

Limited contributor diversity

  • 1 unique contributor(s) across 100 commits in aliyun/alibabacloud-python-sdk
  • Single author but highly active (100 commits)

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

⚠ Code Obfuscation score 2.0

Found 1 obfuscation pattern(s)

  • bacloud-python-sdk" VERSION = __import__(PACKAGE).__version__ REQUIRES = [ "darabonba-core>=1.0.0, <2.0.0
✓ Shell / Subprocess Execution

No shell execution patterns detected

✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

Email domain looks legitimate: alibabacloud.com

⚠ Suspicious Page Links score 2.0

Found 1 suspicious link(s) on the package page

  • Non-HTTPS external link: http://www.apache.org/licenses/LICENSE-2.0
✓ Git Repository History

Repository aliyun/alibabacloud-python-sdk appears legitimate

⚠ Maintainer History score 4.0

2 maintainer concern(s) found

  • Only one version has ever been released — brand new package
  • Author "Alibaba Cloud SDK" 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 alibabacloud-searchagent20260515 
Develop a fully-functional mini-application called 'SearchMaster' that leverages the capabilities of the Alibaba Cloud SearchAgent (20260515) SDK Library for Python. This application will serve as a powerful search tool, allowing users to query a variety of data sources through a simple and intuitive interface. Here’s a step-by-step guide on how to develop this application:

1. **Setup Environment**: Begin by setting up your development environment. Ensure you have Python installed along with the necessary packages such as 'alibabacloud-searchagent20260515'. Additionally, include Flask for building the web interface.

2. **API Configuration**: Configure your Alibaba Cloud credentials and set up the SearchAgent client using the 'alibabacloud-searchagent20260515' package. This involves initializing the client and setting up the necessary parameters for making API calls.

3. **Design User Interface**: Design a clean and user-friendly interface using HTML/CSS/JavaScript. The interface should allow users to input their search queries and display the results returned by the SearchAgent service.

4. **Implement Search Functionality**: Integrate the SearchAgent API into your application. Users should be able to perform searches by entering keywords, selecting from predefined data sources, and specifying additional filters like date ranges or relevance settings.

5. **Display Results**: Once the search is performed, parse the JSON response from the SearchAgent API and display the results in a structured format on the web page. Include options to view detailed information about each result item.

6. **Advanced Features**: Consider adding advanced features such as auto-suggestions for search terms, pagination for large result sets, and the ability to save frequently used searches or create custom search profiles.

7. **Testing & Optimization**: Test the application thoroughly to ensure it handles various types of inputs gracefully and provides accurate results. Optimize performance and refine the UI based on user feedback.

8. **Deployment**: Finally, deploy your application on a server such as Heroku or AWS so that it can be accessed publicly over the internet.

Throughout the development process, make sure to leverage the full potential of the 'alibabacloud-searchagent20260515' package to enhance the functionality and efficiency of your application.

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