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Add rescore index for ANN queries
Add rescore index type: stores full-precision float vectors in a rowid-keyed shadow table, quantizes to int8 for fast initial scan, then rescores top candidates with original vectors. Includes config parser, shadow table management, insert/delete support, KNN integration, compile flag (SQLITE_VEC_ENABLE_RESCORE), fuzz targets, and tests.
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19 changed files with 3378 additions and 8 deletions
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@ -72,10 +72,34 @@ $(TARGET_DIR)/vec_mismatch: vec-mismatch.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(TARGET_DIR)/vec0_delete_completeness: vec0-delete-completeness.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_operations: rescore-operations.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_create: rescore-create.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_quantize: rescore-quantize.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE -DSQLITE_VEC_TEST $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_shadow_corrupt: rescore-shadow-corrupt.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_knn_deep: rescore-knn-deep.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_quantize_edge: rescore-quantize-edge.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE -DSQLITE_VEC_TEST $(FUZZ_SRCS) $< -o $@
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$(TARGET_DIR)/rescore_interleave: rescore-interleave.c $(FUZZ_SRCS) | $(TARGET_DIR)
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$(FUZZ_CC) $(FUZZ_CFLAGS) -DSQLITE_VEC_ENABLE_RESCORE $(FUZZ_SRCS) $< -o $@
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FUZZ_TARGETS = vec0_create exec json numpy \
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shadow_corrupt vec0_operations scalar_functions \
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vec0_create_full metadata_columns vec_each vec_mismatch \
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vec0_delete_completeness
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vec0_delete_completeness \
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rescore_operations rescore_create rescore_quantize \
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rescore_shadow_corrupt rescore_knn_deep \
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rescore_quantize_edge rescore_interleave
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all: $(addprefix $(TARGET_DIR)/,$(FUZZ_TARGETS))
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