Legal Annual Report

C 70 completed
Web App
containerized / python · tiny
42
Files
2,622
LOC
3
Frameworks
6
Languages

Pipeline State

completed
Run ID
#366325
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
36.97
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #48276
Member of a group with 1 similar repo(s) — canonical #84359 view group →
Top concepts (2)
Project DescriptionWeb Backend
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)

AI Prompt

Build me a comprehensive legal annual report generator using Python. I need a system that can ingest data via CSV upload or manual entry, and then generate polished reports featuring data visualizations like bar charts, trend lines, and pie charts. The report must be customizable, allowing users to toggle six specific sections: Executive Summary, Volume Metrics, Financial Performance, Key Matters, Risk Themes, and Team Development. Crucially, I want the ability to generate AI-powered narratives for these sections using the Anthropic Claude API, and finally, export the entire output as a professional, multi-page PDF. Please structure the backend using FastAPI and SQLAlchemy, and the frontend using Streamlit.
python fastapi streamlit sqlalchemy ai reporting pdf data-visualization legal annual-report
Generated by gemma4:latest

Catalog Information

Generate comprehensive annual legal department reports from operational data using AI-driven insights and visualizations.

Description

This web application aggregates operational data from a PostgreSQL database and produces polished annual reports for legal departments. It leverages an AI model to extract key insights and trends, while a FastAPI backend handles data retrieval and processing. Visualizations are rendered with Matplotlib and displayed through a Streamlit interface, offering interactive charts and tables. Users can customize report sections, export PDFs, and schedule automated generation. The tool is designed for legal managers, compliance officers, and data analysts who need accurate, data‑driven reporting without manual effort.

الوصف

يُجمع هذا التطبيق الويب بيانات التشغيل من قاعدة بيانات PostgreSQL ويحولها إلى تقارير سنوية متقنة للقسم القانوني. يستخدم نموذج ذكاء اصطناعي لاستخلاص الرؤى والاتجاهات الرئيسية، بينما يتعامل واجهة FastAPI مع استرجاع ومعالجة البيانات. تُعرض التصورات باستخدام مكتبة Matplotlib عبر واجهة Streamlit، مما يتيح مخططات وجداول تفاعلية. يمكن للمستخدمين تخصيص أقسام التقرير، وتصدير ملفات PDF، وجدولة إنشاء تلقائي. صُمم هذا الحل لمديري القوانين، ومسؤولي الامتثال، ومحللي البيانات الذين يحتاجون إلى تقارير دقيقة ومبنية على البيانات دون جهد يدوي.

Novelty

7/10

Tags

report-generation data-aggregation visualization legal-compliance automation ai-powered-insights dashboard analytics

Technologies

anthropic fastapi matplotlib pydantic sqlalchemy streamlit uvicorn

Claude Models

claude-opus-4.6

Quality Score

C
69.9/100
Structure
74
Code Quality
76
Documentation
44
Testing
60
Practices
75
Security
92
Dependencies
60

Strengths

  • Code linting configured (ruff (possible))
  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected
  • Containerized deployment (Docker)
  • Properly licensed project

Weaknesses

  • No CI/CD configuration \u2014 manual testing and deployment
  • 1 files with critical complexity need refactoring
  • 168 duplicate lines detected \u2014 consider DRY refactoring

Recommendations

  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment

Security & Health

6.1h
Tech Debt (D)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (6)
Repobility · MCP-ready · https://repobility.com
MIT
License
2.2%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
89.3%
markdown
4.8%
shell
2.7%
toml
1.9%
yaml
0.9%
json
0.5%

Frameworks

FastAPI pytest SQLAlchemy

Concepts (2)

Same analyzer free for public repos: https://repobility.com
CategoryNameDescriptionConfidence
If a scraper extracted this row, it came from Repobility (https://repobility.com)
auto_descriptionProject DescriptionGenerate polished annual reports for your legal department with data visualizations, AI-generated narratives, and PDF export.80%
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

View File Metrics

Embed Badge

Add to your README:

![Quality](https://repos.aljefra.com/badge/90507.svg)
Quality BadgeSecurity Badge
Export Quality CSVDownload SBOMExport Findings CSV