Update the tutorial with new structured output feature (#412)

* Update the tutorial

* Update the tutorial

* PR comments

* PR comments

* Add heading

* PR comments

* Change the tutorial name + some formatting

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Co-authored-by: bilgeyucel <[email protected]>

Author: Amnah199

index.toml

@@ -16,15 +16,15 @@ dependencies = ["datasets>=2.6.1", "sentence-transformers>=4.1.0"]
 featured = true
 
 [[tutorial]]
-title = "Generating Structured Output with Loop-Based Auto-Correction"
-description = "Learn how to extract structured data using an LLM, and to validate the generated output against a predefined schema."
-level = "intermediate"
+title = "Generating Structured Output with OpenAI"
+description = "Learn how to generate structured output with OpenAI models using Pydantic models or JSON schema"
+level = "beginner"
 weight = 71
-notebook = "28_Structured_Output_With_Loop.ipynb"
-aliases = []
-completion_time = "15 min"
+notebook = "28_Structured_Output_With_OpenAI.ipynb"
+aliases = ["28_Structured_Output_With_Loop"]
+completion_time = "10 min"
 created_at = 2023-11-30
-dependencies = ["colorama"]
+dependencies = []
 
 [[tutorial]]
 title = "Serializing LLM Pipelines"