Vector DB Audit

Systematically audits the Vector Database to identify gaps between the project manifest and the actual document chunks stored in ChromaDB.

Capabilities

• Coverage Analysis: Calculates the exact percentage of project documentation currently vectorized.
• Gap Identification: Detects files that are included in the manifest but missing from the ChromaDB collection.
• Exporting: Generates CSV lists of missing files for targeted batch ingestion.
• Dynamic Configuration: Loads connection and collection settings directly from the selected profile.

Usage

Run the audit for a specific profile (e.g., wiki) to generate a coverage report and a CSV of gaps:

python scripts/audit_vector.py --profile wiki --report vector_audit.txt --csv missing_vector.csv