Well engineered for its size. A portfolio piece worth showing off.

Using a set of MP3 podcasts, create a RAG System to work with the model of your choice.

Documentation

78

Contributing guide5pt25

Contributing guidance is in the README, not a dedicated CONTRIBUTING.md (−20 pts).

Moving it to a CONTRIBUTING.md makes it easier to find and keeps the README focused. A dedicated file earns +47 pts base.

README12pt80

README is present.

Install and run instructions9pt90

README documents how to install the project.

License6pt100

Licensed under Apache-2.0.

Engineering

83

Issue and PR templates6pt0

No issue or PR templates found (−100 pts).

Add .github/ISSUE_TEMPLATE/ with bug_report.md and feature_request.md to guide contributors. It dramatically improves issue quality.

CI/CD14pt85

CI is configured (.github/workflows/test.yml).

Tests18pt100

Test files detected (scripts/test_email.py).

Linting and formatting5pt100

Linter or formatter configured ([tool.ruff] / [tool.black] in pyproject.toml).

Reproducibility6pt100

Lockfile present (uv.lock). Installs are reproducible.

Project health

100

Dependency manifest6pt100

Dependency manifest found (pyproject.toml).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • Commits (30d / 90d)
  • 4
    Forks
  • 28
    Releaseslatest 7mo ago

Community

  • Community health
  • authors own >50% of commits
  • 19
    Watchers

Responsiveness

  • <1h
    Median issue response
  • <1h
    Median PR merge time
  • 10
    Open issues
Repository files22 root entries
  • .github
    Good: CI is configured (.github/workflows/test.yml).
    Good: Dependabot covers 2 ecosystems (uv, github-actions). Dependencies stay current.
  • alembic
  • docs
  • scripts
    Good: Test files detected (scripts/test_email.py).
  • src
  • tests
  • .dockerignore
  • .gitattributes
  • .gitignore
    Good: .gitignore present.
  • AGENTS.md
  • alembic.ini
  • CLAUDE.md
  • docker-compose.dev.yml
  • docker-compose.yml
  • docker-entrypoint.sh
  • Dockerfile
    Good: Environment pinned via Dockerfile.
  • Dockerfile.web
  • GEMINI.md
  • LICENSE
    Good: Licensed under Apache-2.0.
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • README.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Issue: No screenshots or images in the README (−20 pts).Fix: Add a GIF, screenshot, or logo image. It is the fastest way to show what your project does.
    Good: README has code examples.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • uv.lock
    Good: Lockfile present (uv.lock). Installs are reproducible.