Ai Assistant
C+ 73 completed
Other
cli / python · small
56
Files
4,420
LOC
3
Frameworks
6
Languages
Pipeline State
completedRun ID
#393972Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
43.74Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:02Deduplication group #49620
Member of a group with 19 similar repo(s) — canonical #100296 view group →
Top concepts (2)
Project DescriptionWeb Backend
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AI Prompt
I want to build a command-line AI assistant using Python. The project should utilize FastAPI for any potential API interactions, and I need robust testing coverage using pytest. Please structure the code to use SQLAlchemy for data management. The CLI should be well-documented, and I'd like to include setup instructions in a README, perhaps using markdown for formatting. Can you set up the basic file structure for this?
python cli fastapi pytest sqlalchemy ai-assistant command-line
Generated by gemma4:latest
Catalog Information
xingjian-zhang__ai-assistant
Novelty
3/10Tags
python cli fastapi pytest sqlalchemy ai-assistant command-line
Technologies
fastapi openai pydantic sqlalchemy
Claude Models
claude-opus-4-6
Quality Score
C+
73.1/100
Structure
74
Code Quality
90
Documentation
33
Testing
85
Practices
65
Security
84
Dependencies
60
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (57% test-to-source ratio)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
Weaknesses
- Missing README file \u2014 critical for project understanding
- No LICENSE file \u2014 legal ambiguity for contributors
Recommendations
- Add a comprehensive README.md explaining purpose, setup, usage, and architecture
- Add a LICENSE file (MIT recommended for open source)
Security & Health
4.3h
Tech Debt (C)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
If a scraper extracted this row, it came from Repobility (https://repobility.com)
Unknown
License
0.0%
Duplication
Languages
Frameworks
FastAPI pytest SQLAlchemy
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| auto_description | Project Description | AI personal assistant with persistent memory and reminders | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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