diff --git a/Project.toml b/Project.toml
index ae1c5790..abfdbd05 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,16 +1,8 @@
 name = "RLinearAlgebra"
 uuid = "da1d211a-c3bc-43b2-b5d0-ce83f16a0f3a"
-authors = [
-    "Christian Varner <cvarner@wisc.edu>", 
-    "Daniel Adrian Maldonado <maldonadod@anl.gov>", 
-    "Nathaniel Pritchard <Nathaniel.Pritchard@maths.ox.ac.uk>", 
-    "TongTong Jin <ttjin@uchicago.edu>", 
-    "Tunan Wang <tunan.wang@wisc.edu>", 
-    "Vivak Patel <vivak.patel@wisc.edu>"
-]
+authors = ["Christian Varner <cvarner@wisc.edu>", "Daniel Adrian Maldonado <maldonadod@anl.gov>", "Nathaniel Pritchard <Nathaniel.Pritchard@maths.ox.ac.uk>", "TongTong Jin <ttjin@uchicago.edu>", "Tunan Wang <tunan.wang@wisc.edu>", "Vivak Patel <vivak.patel@wisc.edu>"]
 version = "0.2.4"
 
-
 [deps]
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
diff --git a/src/Compressors.jl b/src/Compressors.jl
index 92dca566..6dee5ca3 100644
--- a/src/Compressors.jl
+++ b/src/Compressors.jl
@@ -108,6 +108,26 @@ transpose(A::CompressorAdjoint{<:CompressorRecipe}) = A.parent
 ###################################
 # Complete Compressor Interface  
 ###################################
+"""
+    complete_compressor(compressor::Compressor, x::AbstractVector)
+
+$(comp_method_description[:complete_compressor])
+
+# Arguments
+- $(comp_arg_list[:compressor])
+- $(comp_arg_list[:x])
+
+# Returns 
+- $(comp_output_list[:compressor_recipe])
+
+# Throws 
+- $(comp_error_list[:complete_compressor])
+"""
+function complete_compressor(compressor::Compressor, x::AbstractVector)
+    # Handle Vector input by reshaping to column matrix
+    complete_compressor(compressor, reshape(x, :, 1))
+end
+
 """
     complete_compressor(compressor::Compressor, A::AbstractMatrix)
 
diff --git a/test/Compressors/compressor_abstract_adjoint.jl b/test/Compressors/compressor_abstract_adjoint.jl
index d841f7a1..5bcb15a4 100644
--- a/test/Compressors/compressor_abstract_adjoint.jl
+++ b/test/Compressors/compressor_abstract_adjoint.jl
@@ -46,4 +46,4 @@ s_cols = 4
     end
 end
 
-end
\ No newline at end of file
+end
diff --git a/test/Compressors/compressor_abstract_types.jl b/test/Compressors/compressor_abstract_types.jl
index 49c6ca6b..80f25227 100644
--- a/test/Compressors/compressor_abstract_types.jl
+++ b/test/Compressors/compressor_abstract_types.jl
@@ -22,6 +22,7 @@ end
     x = rand(2)
 
     @test_throws ArgumentError complete_compressor(TestCompressor(), A)
+    @test_throws ArgumentError complete_compressor(TestCompressor(), b)
     @test_throws ArgumentError complete_compressor(TestCompressor(), A, b)
     @test_throws ArgumentError complete_compressor(TestCompressor(), x, A, b)
     @test_throws ArgumentError update_compressor!(TestCompressorRecipe())