https://github.com/vianneymi/baker
Project demonstrating a TDS article about structuring unstructured data using LLMs
https://github.com/vianneymi/baker
data-engineering data-mining data-science langchain llm mistralai pydantic
Last synced: 12 months ago
JSON representation
Project demonstrating a TDS article about structuring unstructured data using LLMs
- Host: GitHub
- URL: https://github.com/vianneymi/baker
- Owner: VianneyMI
- License: mit
- Created: 2024-05-04T13:58:45.000Z (about 2 years ago)
- Default Branch: v1
- Last Pushed: 2024-12-28T22:04:02.000Z (over 1 year ago)
- Last Synced: 2024-12-28T23:17:29.033Z (over 1 year ago)
- Topics: data-engineering, data-mining, data-science, langchain, llm, mistralai, pydantic
- Language: Jupyter Notebook
- Homepage: https://towardsdatascience.com/the-lesser-known-rising-application-of-llms-775834116477
- Size: 3.16 MB
- Stars: 11
- Watchers: 1
- Forks: 3
- Open Issues: 12
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# 🥘Baker
This contains the source code for [Baker](https://github.com/VianneyMI/baker). A tool that allows you to find recipes based on a list of ingredients and a serving size and hopefully helps you avoid food waste.
I wrote an article that explain the backstory of the project [here](https://towardsdatascience.com/transforming-data-into-solutions-building-a-smart-app-with-python-and-ai-c258be3b1fc2).
In the article, I explain the motivation for the project, the challenges, the development process and the future of the project.
## Installation
In order to reuse the code or to reproduce the results, you need to install the required libraries. You can install the required libraries by running the following command:
```bash
pip install -r requirements.txt
```
or using docker:
```bash
docker build -t baker .
docker run -p 8000:8000 baker
```
## Application Architecture
## Contributing
You can raise issues or pull requests on the [GitHub repo](https://github.com/VianneyMI/baker/issues) if you have any suggestions or improvements, you can also comment the article on [Towards Data Science](https://towardsdatascience.com/the-lesser-known-rising-application-of-llms-775834116477).
## License
This project is licensed under the MIT License - see the [LICENSE](https://github.com/VianneyMI/baker/blob/main/LICENSE)