document_to_structured_data

Use Case : Extract key sections from document

This repo illustrates how to use OpenAI GPT to convert unstructured data into structured data. This is demonstrated by:

• extracting key sections from a resume, and output results to json format.

Dataset

This example uses a sample resume downloaded as it is from linkedin.

Notebooks

• document-to-structured-data.ipynb consist of sample codes on extracting key sections from a resume and output to json format.

Future Work

• extracting key information from other type of documents, into structure data.

Related Repos

Related repos from the author:

• https://github.com/ryubidragonfire/document-analysis-using-gpt-3
• https://github.com/ryubidragonfire/code-explaination-openai
• https://github.com/ryubidragonfire/personalised-movie-reviews-gpt-3

References

• OpenAI models: https://learn.microsoft.com/en-us/azure/cognitive-services/openai/concepts/models
• API reference: https://platform.openai.com/docs/api-reference/completions/create