Containing project examples you can use to play around with refinery.
Each project is in a dedicated branch and follows the pattern:
README.md: short description of the project and the raw datasnapshot_data.json.zip: project export of the use case which you can import as a snapshot to your local refinery.- some branches additionally contain information about e.g. how you can scrape the initial data or how to export the final data to be used for a different framework.
| Name | Description | Clone |
|---|---|---|
| 💬 Rasa chatbots | In this use case, we show you how to create training data for a Rasa chatbot using Kern refinery. | git clone -b conversational-ai https://github.com/code-kern-ai/sample-projects.git |
| 🙂😡 Sentiment prediction stock news | In this use-case we show you how you can build your own sentiment analysis classifier for stock news - completely from stratch. | git clone -b sentiment-analysis-stock-news https://github.com/code-kern-ai/sample-projects.git |
| 🧮 Finetuning similarity search | In this use case, we show you how to fine-tune embeddings on your own data for better similarity search using Kern refinery and Quaterion. | git clone -b finetuning-similarity-search https://github.com/code-kern-ai/sample-projects.git |
You can either clone the whole repository, or one specific branch (recommended).
We will continuously extend the list of sample projects as we grow our application refinery. If you want to provide your own project as a sample project in this repository, please reach out to us.
If you like what we're working on, please leave a ⭐ for refinery!