In this project, I explored how local LLMs can be used to label data and support analyses. Specifically, I used Llama2 model to automatically categorise my bank transaction data.
https://ollama.ai/
https://www.youtube.com/watch?v=h_GTxRFYETY
![Screenshot 2024-02-02 at 12 00 46 AM](https://private-user-images.githubusercontent.com/22730220/301816183-68142afa-58a8-4be9-940e-ede8ffb0da65.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3NDAwMzM4ODMsIm5iZiI6MTc0MDAzMzU4MywicGF0aCI6Ii8yMjczMDIyMC8zMDE4MTYxODMtNjgxNDJhZmEtNThhOC00YmU5LTk0MGUtZWRlOGZmYjBkYTY1LnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNTAyMjAlMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjUwMjIwVDA2Mzk0M1omWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPWFkNzE0YzJkMDFkYzQzYWY4YTA2ZDU1ZjY5Y2ViMTI1YjEwZTI5Njk2ODRhOWMwZGE4OTdkZmFkYWQ3ZTZjY2MmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0In0.d-VEZbhMOxf0FYzhBh3sktk5SxxGIXsc4I5GlwPKudA)
The example data in this repo are fictious and for illustration purposes.