- Fix double /v1 in TTS audio/speech URL when LITELLM_API_BASE includes /v1 - Fix double /v1 in embedding service and vector service URLs - Clean up docs: remove second-person language in deployment, frontend, migrations Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Database migrations (Alembic)
Overview
A migration is a versioned, ordered change to the database schema — adding a column, renaming a table, changing a type. Each change lives in a Python file under backend/alembic/versions/. Alembic records applied migrations in an alembic_version table inside Postgres and only runs files that have not yet been applied.
Before Alembic was introduced, the schema was bootstrapped via Base.metadata.create_all() in backend/app/main.py, which only creates missing tables — it never alters existing ones. Every column change required a manual ALTER TABLE. Alembic replaces that workflow: schema changes become versioned, reversible, and reproducible across environments.
Current setup
backend/alembic.inicontains no hardcoded URL;backend/alembic/env.pyinjectsDATABASE_URLfrom the container's environment.- The live production DB is stamped at the latest revision in
backend/alembic/versions/. Base.metadata.create_all()is still called at startup as a safety net for fresh deploys. Do not remove it without first generating a complete baseline migration from the current live schema.
Workflow
# Current revision / available heads
docker compose exec backend alembic current
docker compose exec backend alembic heads
# Create a new migration (auto-diffs SQLAlchemy models against the live DB)
docker compose exec backend alembic revision --autogenerate -m "add some column"
# Review the generated file under backend/alembic/versions/ BEFORE applying
# Apply pending migrations
docker compose exec backend alembic upgrade head
# Roll back the last migration
docker compose exec backend alembic downgrade -1
# Mark the DB as being at a revision without running anything (use with care)
docker compose exec backend alembic stamp <revision>
After adding a migration in development, rebuild the backend image so the new file is baked into the container:
docker compose build backend celery
docker compose up -d backend celery --force-recreate
When to write a migration
Any schema change:
- New column, dropped column, renamed field
- New table, dropped table
- Altered index
- New foreign key
- Changed nullability or default value
Always: edit model → generate migration → review → apply → commit both files together.
Gotchas
- Migrations run inside a transaction. A failed migration rolls back cleanly, so the DB stays consistent.
--autogeneratedoes not catch everything. The following must be hand-edited into the generated file:server_defaultchanges- CHECK constraints
- Enum value additions
- Data migrations (moving rows around as part of a schema change)
- The
alembic_versiontable should only ever have one row. Multiple rows indicate branched heads — runalembic mergeto reconcile. - Never edit a migration after it has been applied to a shared environment — write a new migration instead.
Rollback patterns
# Undo the last migration
docker compose exec backend alembic downgrade -1
# Jump to a specific revision (by hash prefix)
docker compose exec backend alembic downgrade 9bac7bf02e38
# Jump all the way back to an empty schema (rarely desired in production)
docker compose exec backend alembic downgrade base