Use Cases

These tutorials are the fastest way to understand what Biblicus does: each one is a runnable script that produces concrete artifacts (evidence, context, or transformed text), and each one is covered by behavior specs so we can keep the tutorials honest over time.

Tutorials

• Notes to Context Pack
• Folder Search With Extraction
• Mark Sensitive Text for Redaction

Advanced tutorials

• Sequence Graph With Markov Analysis

How to run the tutorials

All scripts assume you are running from the repository root with an editable install:

python -m pip install -e ".[dev]"

Each tutorial script accepts:

• --corpus <path>: where to create or reuse the managed folder for the tutorial (called a corpus in the docs)

• --force: purge that folder before running the tutorial

Some tutorials can run in both mock mode and real API mode. When a tutorial requires external services, its integration behavior is also covered by @integration behavior specs.