Summarize files using Azure OpenAI via the Python script. It would be necessary to deploy the models in Azure OpenAI for this to work.

gistfile1.txt

DOC_PATH=./my-docs
AZURE_OPENAI_ENDPOINT=https://foobar-eastus2.cognitiveservices.azure.com
AZURE_OPENAI_API_KEY=change-me

main.py

from dotenv import load_dotenv
from pathlib import Path
import os
from openai import AzureOpenAI  

# load env vars
load_dotenv()

# use gpt-researcher docs path
docs_path = os.getenv("DOC_PATH", "./my-docs")
endpoint = os.getenv("AZURE_OPENAI_ENDPOINT")
openapikey = os.getenv("AZURE_OPENAI_API_KEY")
deployment = 'gpt-4o'
  
client = AzureOpenAI(  
    azure_endpoint=endpoint,  
    api_key=openapikey,  
    api_version="2024-08-01-preview",  
)

def summarise_doc(doc_path: Path):
    """Pass text from a document to the GPT-4o model for summarisation"""
    doc_text = doc_path.read_text()
    completion = client.chat.completions.create(  
        model=deployment,  
        messages=[
        {
            "role": "user",
            "content": [
                {
                    "type": "text",
                    "text": f"Provide a detailed summary of the following transcript and make sure to cover each topic of the course content, no topic should be omitted from the summary, present the summary in markdown with appropriate headings:\n\n${doc_text}"
                }
            ]
        }
        ],
        temperature=0.1,
        stream=False
    )
    return completion.choices[0].message.content

if __name__ == "__main__":
    """Summarise all documents in the docs_path directory using the GPT-4o model and save the summaries to a new file"""
    my_docs = Path(docs_path)
    my_docs_files = my_docs.glob("transcript*.md")
    for file in my_docs_files:
        if file.is_file():
            print(f"Summarising {file.name}...")
            content = summarise_doc(file)
            summary_file = my_docs.joinpath(f"summary-{file.name}")
            summary_file.write_text(content)
            print(f"Summary for {file.name} has been written to summary-{file.name}")