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Add related e-mails to the context #125

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8 changes: 6 additions & 2 deletions openrag/components/indexer/vectordb/utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,6 @@
from typing import Dict, Optional

from sqlalchemy import (
JSON,
Boolean,
CheckConstraint,
Column,
Expand All @@ -17,6 +16,9 @@
UniqueConstraint,
create_engine,
)
from sqlalchemy.dialects.postgresql import (
JSONB
)
from sqlalchemy.orm import (
declarative_base,
relationship,
Expand Down Expand Up @@ -45,7 +47,7 @@ class File(Base):
partition_name = Column(
String, ForeignKey("partitions.partition"), nullable=False, index=True
) # Added index
file_metadata = Column(JSON, nullable=True, default={})
file_metadata = Column(JSONB, nullable=True, default={})

# relationship to the Partition object
partition = relationship("Partition", back_populates="files")
Expand All @@ -55,6 +57,8 @@ class File(Base):
UniqueConstraint("file_id", "partition_name", name="uix_file_id_partition"),
# Additional composite index for common query patterns (partition first for better selectivity)
Index("ix_partition_file", "partition_name", "file_id"),
# Metadata GIN index
Index("ix_files_metadata_gin", "file_metadata", postgresql_using="gin")
)

def to_dict(self):
Expand Down