diff --git a/docs/src/tutorial.md b/docs/src/tutorial.md
index d7565c3..0a8753f 100644
--- a/docs/src/tutorial.md
+++ b/docs/src/tutorial.md
@@ -48,7 +48,7 @@ Now, suppose that you are interested in turning this into an experiment which st
     Running this example assumes you have an active MLFlow running on your computer.
 
 
-```julia
+```jldoctest; output=false
 using Plots
 using MLFlowClient
 using Random
@@ -110,6 +110,11 @@ rm(plotfilename)
 
 # complete the experiment
 updaterun(mlf, exprun, "FINISHED")
+nothing
+
+# output
+
+nothing
 ```
 
 This will result in the folowing experiment created in your `MLFlow` which is running on `http://localhost/`:
diff --git a/test/Project.toml b/test/Project.toml
new file mode 100644
index 0000000..a6760fd
--- /dev/null
+++ b/test/Project.toml
@@ -0,0 +1,13 @@
+[deps]
+Base64 = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
+Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
+Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
+MLFlowClient = "64a0f543-368b-4a9a-827a-e71edb2a0b83"
+Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+UUIDs = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
+
+[sources]
+MLFlowClient = {path = ".."}
+
+[compat]
+julia = "1.10"
diff --git a/test/runtests.jl b/test/runtests.jl
index 1a0d314..09c20a2 100644
--- a/test/runtests.jl
+++ b/test/runtests.jl
@@ -14,3 +14,4 @@ include("services/experiment.jl")
 include("services/registered_model.jl")
 include("services/model_version.jl")
 include("services/user.jl")
+include("doctests.jl")