Backend Database

Local Dev (Docker)

Dev DB comes from compose.yml:

• Postgres image: ankane/pgvector
• Default credentials: postgres/postgres
• Host port: 5432

Run migrations in Docker:

docker compose run --rm django python manage.py migrate

Settings

Database config is loaded via DATABASE_URL in backend/config/settings.py using dj_database_url.

pgvector

Vector usage exists in the agent memory subsystem:

• Models: backend/apps/ai/models/memory_chunk.py
• Indexing/search: backend/apps/ai/memory/indexing.py, backend/apps/ai/memory/search.py

See docs/memory-system.md.