diff --git a/docs/user_guide/advanced_composition/chaining_flyte_entities.md b/docs/user_guide/advanced_composition/chaining_flyte_entities.md
index 4fb12a4149..3a6f85a725 100644
--- a/docs/user_guide/advanced_composition/chaining_flyte_entities.md
+++ b/docs/user_guide/advanced_composition/chaining_flyte_entities.md
@@ -17,7 +17,7 @@ To clone and run the example code on this page, see the [Flytesnacks repo][flyte
 
 Let's establish a sequence where `t1()` occurs after `t0()`, and `t2()` follows `t1()`.
  
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/chain_entities.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/chain_entities.py
 :caption: advanced_composition/chain_entities.py
 :lines: 1-30
 ```
@@ -27,7 +27,7 @@ Let's establish a sequence where `t1()` occurs after `t0()`, and `t2()` follows
 
 Just like tasks, you can chain {ref}`subworkflows <subworkflow>`.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/chain_entities.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/chain_entities.py
 :caption: advanced_composition/chain_entities.py
 :lines: 34-49
 ```
diff --git a/docs/user_guide/advanced_composition/conditionals.md b/docs/user_guide/advanced_composition/conditionals.md
index 27fb05357b..84d21bb300 100644
--- a/docs/user_guide/advanced_composition/conditionals.md
+++ b/docs/user_guide/advanced_composition/conditionals.md
@@ -18,7 +18,7 @@ To clone and run the example code on this page, see the [Flytesnacks repo][flyte
 
 To begin, import the necessary libraries.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/656e63d1c8dded3e9e7161c7af6425e9fcd43f56/examples/advanced_composition/advanced_composition/conditional.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/conditional.py
 :caption: advanced_composition/conditional.py
 :lines: 1-4
 ```
@@ -29,7 +29,7 @@ In this example, we introduce two tasks, `calculate_circle_circumference` and
 `calculate_circle_area`. The workflow dynamically chooses between these tasks based on whether the input
 falls within the fraction range (0-1) or not.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/656e63d1c8dded3e9e7161c7af6425e9fcd43f56/examples/advanced_composition/advanced_composition/conditional.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/conditional.py
 :caption: advanced_composition/conditional.py
 :lines: 12-38
 ```
@@ -40,7 +40,7 @@ We establish an `if` condition with multiple branches, which will result in a fa
 It's important to note that any `conditional` statement in Flyte is expected to be complete,
 meaning that all possible branches must be accounted for.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/656e63d1c8dded3e9e7161c7af6425e9fcd43f56/examples/advanced_composition/advanced_composition/conditional.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/conditional.py
 :caption: advanced_composition/conditional.py
 :pyobject: shape_properties_with_multiple_branches
 ```
@@ -55,7 +55,7 @@ a convention also observed in other libraries.
 ## Consuming the output of a conditional
 Here, we write a task that consumes the output returned by a `conditional`.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/656e63d1c8dded3e9e7161c7af6425e9fcd43f56/examples/advanced_composition/advanced_composition/conditional.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/conditional.py
 :caption: advanced_composition/conditional.py
 :lines: 67-85
 ```
@@ -66,7 +66,7 @@ You can check if a boolean returned from the previous task is `True`,
 but unary operations are not supported directly. Instead, use the `is_true`,
 `is_false` and `is_none` methods on the result.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/656e63d1c8dded3e9e7161c7af6425e9fcd43f56/examples/advanced_composition/advanced_composition/conditional.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/conditional.py
 :caption: advanced_composition/conditional.py
 :lines: 93-123
 ```
@@ -79,7 +79,7 @@ Inputs and outputs are automatically encapsulated in a special object known as {
 ## Using boolean workflow inputs in a conditional
 You can directly pass a boolean to a workflow.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/656e63d1c8dded3e9e7161c7af6425e9fcd43f56/examples/advanced_composition/advanced_composition/conditional.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/conditional.py
 :caption: advanced_composition/conditional.py
 :pyobject: boolean_input_wf
 ```
@@ -92,7 +92,7 @@ This special object enables it to exhibit additional behavior.
 
 You can run the workflows locally as follows:
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/656e63d1c8dded3e9e7161c7af6425e9fcd43f56/examples/advanced_composition/advanced_composition/conditional.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/conditional.py
 :caption: advanced_composition/conditional.py
 :lines: 133-139
 ```
@@ -102,7 +102,7 @@ You can run the workflows locally as follows:
 You can nest conditional sections arbitrarily inside other conditional sections.
 However, these nested sections can only be in the `then` part of a `conditional` block.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/656e63d1c8dded3e9e7161c7af6425e9fcd43f56/examples/advanced_composition/advanced_composition/conditional.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/conditional.py
 :caption: advanced_composition/conditional.py
 :lines: 146-168
 ```
@@ -112,14 +112,14 @@ However, these nested sections can only be in the `then` part of a `conditional`
 Let's write a fun workflow that triggers the `calculate_circle_circumference` task in the event of a "heads" outcome,
 and alternatively, runs the `calculate_circle_area` task in the event of a "tail" outcome.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/656e63d1c8dded3e9e7161c7af6425e9fcd43f56/examples/advanced_composition/advanced_composition/conditional.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/conditional.py
 :caption: advanced_composition/conditional.py
 :pyobject: consume_task_output
 ```
 
 You can run the workflow locally as follows:
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/656e63d1c8dded3e9e7161c7af6425e9fcd43f56/examples/advanced_composition/advanced_composition/conditional.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/conditional.py
 :caption: advanced_composition/conditional.py
 :lines: 216-225
 ```
@@ -138,7 +138,7 @@ task-plugins:
 ```
 :::
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/656e63d1c8dded3e9e7161c7af6425e9fcd43f56/examples/advanced_composition/advanced_composition/conditional.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/conditional.py
 :caption: advanced_composition/conditional.py
 :lines: 200-212
 ```
diff --git a/docs/user_guide/advanced_composition/decorating_tasks.md b/docs/user_guide/advanced_composition/decorating_tasks.md
index 6b39c9f363..7165703798 100644
--- a/docs/user_guide/advanced_composition/decorating_tasks.md
+++ b/docs/user_guide/advanced_composition/decorating_tasks.md
@@ -17,14 +17,14 @@ To clone and run the example code on this page, see the [Flytesnacks repo][flyte
 
 To begin, import the required dependencies.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/decorating_tasks.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/decorating_tasks.py
 :caption: advanced_composition/decorating_tasks.py
 :lines: 1-4
 ```
 
 Create a logger to monitor the execution's progress.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/decorating_tasks.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/decorating_tasks.py
 :caption: advanced_composition/decorating_tasks.py
 :lines: 7
 ```
@@ -33,7 +33,7 @@ Create a logger to monitor the execution's progress.
 
 We define a decorator that logs the input and output details for a decorated task.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/decorating_tasks.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/decorating_tasks.py
 :caption: advanced_composition/decorating_tasks.py
 :pyobject: log_io
 ```
@@ -44,7 +44,7 @@ We create a task named `t1` that is decorated with `log_io`.
 The order of invoking the decorators is important. `@task` should always be the outer-most decorator.
 :::
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/decorating_tasks.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/decorating_tasks.py
 :caption: advanced_composition/decorating_tasks.py
 :pyobject: t1
 ```
@@ -58,7 +58,7 @@ You can also stack multiple decorators on top of each other as long as `@task` i
 We define a decorator that verifies if the output from the decorated function is a positive number before it's returned.
 If this assumption is violated, it raises a `ValueError` exception.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/decorating_tasks.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/decorating_tasks.py
 :caption: advanced_composition/decorating_tasks.py
 :pyobject: validate_output
 ```
@@ -69,14 +69,14 @@ The output of the `validate_output` task uses {py:func}`~functools.partial` to i
 
 We define a function that uses both the logging and validator decorators.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/decorating_tasks.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/decorating_tasks.py
 :caption: advanced_composition/decorating_tasks.py
 :pyobject: t2
 ```
 
 Finally, we compose a workflow that calls `t1` and `t2`.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/decorating_tasks.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/decorating_tasks.py
 :caption: advanced_composition/decorating_tasks.py
 :lines: 53-59
 ```
diff --git a/docs/user_guide/advanced_composition/dynamic_workflows.md b/docs/user_guide/advanced_composition/dynamic_workflows.md
index 949d88a847..534e059545 100644
--- a/docs/user_guide/advanced_composition/dynamic_workflows.md
+++ b/docs/user_guide/advanced_composition/dynamic_workflows.md
@@ -40,28 +40,28 @@ To clone and run the example code on this page, see the [Flytesnacks repo][flyte
 
 To begin, we import the required libraries.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/dynamic_workflow.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/dynamic_workflow.py
 :caption: advanced_composition/dynamic_workflow.py
 :lines: 1
 ```
 
 We define a task that returns the index of a character, where A-Z/a-z is equivalent to 0-25.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/dynamic_workflow.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/dynamic_workflow.py
 :caption: advanced_composition/dynamic_workflow.py
 :pyobject: return_index
 ```
 
 We also create a task that prepares a list of 26 characters by populating the frequency of each character.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/dynamic_workflow.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/dynamic_workflow.py
 :caption: advanced_composition/dynamic_workflow.py
 :pyobject: update_list
 ```
 
 We define a task to calculate the number of common characters between the two strings.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/dynamic_workflow.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/dynamic_workflow.py
 :caption: advanced_composition/dynamic_workflow.py
 :pyobject: derive_count
 ```
@@ -75,7 +75,7 @@ We define a dynamic workflow to accomplish the following:
 
 The looping process is contingent on the number of characters in both strings, which is unknown until runtime.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/dynamic_workflow.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/dynamic_workflow.py
 :caption: advanced_composition/dynamic_workflow.py
 :pyobject: count_characters
 ```
@@ -97,14 +97,14 @@ Local execution works when a `@dynamic` decorator is used because Flytekit treat
 
 Define a workflow that triggers the dynamic workflow.
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/dynamic_workflow.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/dynamic_workflow.py
 :caption: advanced_composition/dynamic_workflow.py
 :pyobject: dynamic_wf
 ```
 
 You can run the workflow locally as follows:
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytesnacks/69dbe4840031a85d79d9ded25f80397c6834752d/examples/advanced_composition/advanced_composition/dynamic_workflow.py
+```{literalinclude} /examples/advanced_composition/advanced_composition/dynamic_workflow.py
 :caption: advanced_composition/dynamic_workflow.py
 :lines: 78-79
 ```
diff --git a/docs/user_guide/getting_started_with_workflow_development/flyte_project_components.md b/docs/user_guide/getting_started_with_workflow_development/flyte_project_components.md
index 47821c5201..4b6ce43d68 100644
--- a/docs/user_guide/getting_started_with_workflow_development/flyte_project_components.md
+++ b/docs/user_guide/getting_started_with_workflow_development/flyte_project_components.md
@@ -33,8 +33,8 @@ manage your project's Python requirements.
 
 ````{dropdown} See requirements.txt
 
-```{rli} https://raw.githubusercontent.com/flyteorg/flytekit-python-template/main/basic-template-imagespec/%7B%7Bcookiecutter.project_name%7D%7D/requirements.txt
-:caption: requirements.txt
+```{code-block} bash
+flytekit>=1.5.0
 ```
 
 ````