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To convert the output of a GPT-4 model to HTML for display in a front-end application, you can follow these steps: 1. **Process the GPT-4 Output**: - Use a function to process the GPT-4 output. For example, you can convert list items to an ordered list and paragraphs to HTML paragraphs. - Here is a sample function: ```python def process_gpt_output(gpt_output): if "list_items:" in gpt_output: list_items = gpt_output.split("list_items:").strip().splitlines() return "

" + " ".join(list_items) + "

" elif " " in gpt_output: paragraphs = gpt_output.split(" ") return "".join(f"

{para.strip()}

" for para in paragraphs if para.strip()) else: return gpt_output ``` 2. **Pass the Processed Output to Your Template**: - Use a templating engine like Jinja to render the processed HTML output. Ensure to use the `|safe` filter to prevent Jinja from escaping the HTML. - Example in Jinja template: ```jinja {{ gpt_output|safe }} ``` 3. **Handle Specific Cases**: - For bullet points, you can use similar logic to convert them to HTML. - For live links, you might need to handle them separately as the GPT API does not provide live links directly. 4. **CSS Styling**: - If you need to style the output, ensure that your CSS is correctly applied to the elements. You can use CSS classes to style specific parts of the output. ### Example Scenario Given a GPT-4 response like: ``` 1. Healthcare: AI can be used for predicting disease progression, personalizing treatment, and assisting in surgeries. 2. Transportation: AI is transforming the automotive industry through self-driving cars. 3. Finance: AI is used for fraud detection, risk assessment, and investment prediction. 4. Retail: AI is used for personalized recommendations, inventory management, and customer service. 5. Education: AI can personalize learning experiences, automate grading, and provide tutoring. ``` You can process it as follows: ```python gpt_output = "1. Healthcare: AI can be used for predicting disease progression, personalizing treatment, and assisting in surgeries. 2. Transportation: AI is transforming the automotive industry through self-driving cars. 3. Finance: AI is used for fraud detection, risk assessment, and investment prediction. 4. Retail: AI is used for personalized recommendations, inventory management, and customer service. 5. Education: AI can personalize learning experiences, automate grading, and provide tutoring." processed_output = process_gpt_output(gpt_output) print(processed_output) # Output:

1. Healthcare: AI can be used for predicting disease progression, personalizing treatment, and assisting in surgeries.
2. Transportation: AI is transforming the automotive industry through self-driving cars.
3. Finance: AI is used for fraud detection, risk assessment, and investment prediction.
4. Retail: AI is used for personalized recommendations, inventory management, and customer service.
5. Education: AI can personalize learning experiences, automate grading, and provide tutoring.

``` Then, in your Jinja template, you would use: ```jinja {{ processed_output|safe }} ``` This approach ensures that the GPT-4 output is properly formatted and styled in your front-end application.