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6 changes: 4 additions & 2 deletions core/vector_store/chunk_v2_store.py
Original file line number Diff line number Diff line change
Expand Up @@ -399,8 +399,10 @@ async def query_similar(
)

async with self.get_session_with_retry() as session:
# PostgreSQL SET doesn't support parameterized values; safe since ivfflat_probes is a validated int
await session.execute(text(f"SET LOCAL ivfflat.probes = {self.ivfflat_probes}"))
# Use set_config() for parameterized config - SET doesn't support parameters
await session.execute(
text("SELECT set_config('ivfflat.probes', :probes, true)"), {"probes": str(self.ivfflat_probes)}
)
result = await session.execute(query)
rows = result.all()

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6 changes: 4 additions & 2 deletions core/vector_store/pgvector_store.py
Original file line number Diff line number Diff line change
Expand Up @@ -458,8 +458,10 @@ async def query_similar(
"""
try:
async with self.get_session_with_retry() as session:
# PostgreSQL SET doesn't support parameterized values; safe since ivfflat_probes is a validated int
await session.execute(text(f"SET LOCAL ivfflat.probes = {self.ivfflat_probes}"))
# Use set_config() for parameterized config - SET doesn't support parameters
await session.execute(
text("SELECT set_config('ivfflat.probes', :probes, true)"), {"probes": str(self.ivfflat_probes)}
)
# Build query with cosine distance calculation, which is normalized to [0, 2].
# A distance of 0 is perfect similarity.
distance = VectorEmbedding.embedding.op("<=>")(query_embedding)
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