diff --git a/examples/cyclomatic_complexity/run.py b/examples/cyclomatic_complexity/run.py
index 2aa2cba..0b5943a 100644
--- a/examples/cyclomatic_complexity/run.py
+++ b/examples/cyclomatic_complexity/run.py
@@ -1,5 +1,6 @@
 import codegen
 from codegen import Codebase
+from codegen.sdk.enums import ProgrammingLanguage
 from codegen.sdk.core.statements.for_loop_statement import ForLoopStatement
 from codegen.sdk.core.statements.if_block_statement import IfBlockStatement
 from codegen.sdk.core.statements.try_catch_statement import TryCatchStatement
@@ -81,7 +82,7 @@ def calculate_cyclomatic_complexity(code_block):
 
 if __name__ == "__main__":
     print("🔍 Analyzing codebase...")
-    codebase = Codebase.from_repo("fastapi/fastapi", commit="887270ff8a54bb58c406b0651678a27589793d2f")
+    codebase = Codebase.from_repo("fastapi/fastapi", commit="887270ff8a54bb58c406b0651678a27589793d2f", programming_language=ProgrammingLanguage.PYTHON)
 
     print("Running analysis...")
     run(codebase)
diff --git a/examples/document_functions/README.md b/examples/document_functions/README.md
index ffa11ce..572cca9 100644
--- a/examples/document_functions/README.md
+++ b/examples/document_functions/README.md
@@ -43,15 +43,17 @@ def hop_through_imports(imp: Import) -> Symbol | ExternalModule:
     return imp.imported_symbol
 ```
 
-## Usage
+## Running the Conversion
 
-1. Run the script on a target repository:
-```python
-codebase = Codebase.from_repo("your/repo", commit="commit_hash")
-run(codebase)
+```bash
+# Install Codegen
+pip install codegen
+
+# Run the conversion
+python run.py
 ```
 
-2. The script will:
+The script will:
    - Process each function in the codebase
    - Skip functions that already have docstrings
    - Generate contextually aware docstrings for undocumented functions
@@ -81,4 +83,13 @@ The script provides detailed progress information:
 - Documenting legacy codebases
 - Maintaining documentation standards in large projects
 - Onboarding new team members with better code documentation
-- Preparing codebases for public release
\ No newline at end of file
+- Preparing codebases for public release
+
+## Learn More
+
+- [Creating Documentation](https://docs.codegen.com/tutorials/creating-documentation#creating-documentation)
+- [Codegen Documentation](https://docs.codegen.com)
+
+## Contributing
+
+Feel free to submit issues and enhancement requests!