ad68624d02
Why this change is needed:
PostgreSQL vector storage needs model isolation to prevent dimension
conflicts when different workspaces use different embedding models.
Without this, the first workspace locks the vector dimension for all
subsequent workspaces, causing failures.
How it solves it:
- Implements dynamic table naming with model suffix: {table}_{model}_{dim}d
- Adds setup_table() method mirroring Qdrant's approach for consistency
- Implements 4-branch migration logic: both exist -> warn, only new -> use,
neither -> create, only legacy -> migrate
- Batch migration: 500 records/batch (same as Qdrant)
- No automatic rollback to support idempotent re-runs
Impact:
- PostgreSQL tables now isolated by embedding model and dimension
- Automatic data migration from legacy tables on startup
- Backward compatible: model_name=None defaults to "unknown"
- All SQL operations use dynamic table names
Testing:
- 6 new tests for PostgreSQL migration (100% pass)
- Tests cover: naming, migration trigger, scenarios 1-3
- 3 additional scenario tests added for Qdrant completeness
Co-Authored-By: Claude <noreply@anthropic.com>
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| .. | ||
| api | ||
| evaluation | ||
| kg | ||
| llm | ||
| tools | ||
| __init__.py | ||
| base.py | ||
| constants.py | ||
| exceptions.py | ||
| lightrag.py | ||
| namespace.py | ||
| operate.py | ||
| prompt.py | ||
| rerank.py | ||
| types.py | ||
| utils.py | ||
| utils_graph.py | ||