https://github.com/code-kern-ai/refinery-sample-projects
Containing examples of projects you can use to test refinery. Please select the use case from the branches.
https://github.com/code-kern-ai/refinery-sample-projects
chatbot example exercise rasa sentiment-analysis similarity-search tutorial
Last synced: 2 months ago
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Containing examples of projects you can use to test refinery. Please select the use case from the branches.
- Host: GitHub
- URL: https://github.com/code-kern-ai/refinery-sample-projects
- Owner: code-kern-ai
- License: apache-2.0
- Created: 2022-07-11T11:49:38.000Z (almost 3 years ago)
- Default Branch: dev
- Last Pushed: 2023-08-07T08:17:24.000Z (over 1 year ago)
- Last Synced: 2025-01-07T21:11:36.935Z (4 months ago)
- Topics: chatbot, example, exercise, rasa, sentiment-analysis, similarity-search, tutorial
- Homepage: https://www.kern.ai
- Size: 57.1 MB
- Stars: 24
- Watchers: 2
- Forks: 5
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
Containing project examples you can use to play around with [*refinery*](https://github.com/code-kern-ai/refinery).
**Each project is in a dedicated branch and follows the pattern:**
- `README.md`: short description of the project and the raw data
- `snapshot_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.
# ✨ Use cases
| **Name** | **Description** | **Clone** |
|---------- |----------------- |----------- |
| [💬 Rasa chatbots](https://github.com/code-kern-ai/sample-projects/tree/conversational-ai) | 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](https://github.com/code-kern-ai/sample-projects/tree/sentiment-analysis-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](https://github.com/code-kern-ai/sample-projects/tree/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*](https://github.com/code-kern-ai/refinery). If you want to provide your own project as a sample project in this repository, [please reach out to us](https://www.kern.ai/contact).
If you like what we're working on, please leave a ⭐ for [*refinery*](https://github.com/code-kern-ai/refinery)!