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Update GitHub repository URLs in README
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@ammirsm
ammirsm committed Jul 25, 2024
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Expand Up @@ -23,23 +23,23 @@ LabeledFewShot will be useful for tasks that are just one layer of prompts.

| Cookbook | Run in Colab |
|---------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| [langsmith.ipynb](cookbooks/labeled_few_shot/langsmith.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/lib/blob/main/py/cookbooks/labeled_few_shot/langsmith.ipynb) |
| [arize.ipynb](cookbooks/labeled_few_shot/arize.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/lib/blob/main/py/cookbooks/labeled_few_shot/arize.ipynb) |
| [langfuse.ipynb](cookbooks/labeled_few_shot/langfuse.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/lib/blob/main/py/cookbooks/labeled_few_shot/langfuse.ipynb) |
| [parea.ipynb](cookbooks/labeled_few_shot/parea.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/lib/blob/main/py/cookbooks/labeled_few_shot/parea.ipynb) |
| [lunary.ipynb](cookbooks/labeled_few_shot/lunary.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/lib/blob/main/py/cookbooks/labeled_few_shot/lunary.ipynb) |
| [langsmith.ipynb](cookbooks/labeled_few_shot/langsmith.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/core/blob/main/py/cookbooks/labeled_few_shot/langsmith.ipynb) |
| [arize.ipynb](cookbooks/labeled_few_shot/arize.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/core/blob/main/py/cookbooks/labeled_few_shot/arize.ipynb) |
| [langfuse.ipynb](cookbooks/labeled_few_shot/langfuse.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/core/blob/main/py/cookbooks/labeled_few_shot/langfuse.ipynb) |
| [parea.ipynb](cookbooks/labeled_few_shot/parea.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/core/blob/main/py/cookbooks/labeled_few_shot/parea.ipynb) |
| [lunary.ipynb](cookbooks/labeled_few_shot/lunary.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/core/blob/main/py/cookbooks/labeled_few_shot/lunary.ipynb) |

### Bootstrap Few-Shot Learning Cookbooks:

BootstrapFewShot will be useful for tasks that are multiple layers of prompts.

| Cookbook | Run in Colab |
|-----------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| [langsmith.ipynb](cookbooks/bootstrap_few_shot/langsmith.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/lib/blob/main/py/cookbooks/bootstrap_few_shot/langsmith.ipynb) |
| [arize.ipynb](cookbooks/bootstrap_few_shot/arize.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/lib/blob/main/py/cookbooks/bootstrap_few_shot/arize.ipynb) |
| [langfuse.ipynb](cookbooks/bootstrap_few_shot/langfuse.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/lib/blob/main/py/cookbooks/bootstrap_few_shot/langfuse.ipynb) |
| [parea.ipynb](cookbooks/bootstrap_few_shot/parea.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/lib/blob/main/py/cookbooks/bootstrap_few_shot/parea.ipynb) |
| [lunary.ipynb](cookbooks/bootstrap_few_shot/lunary.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/lib/blob/main/py/cookbooks/bootstrap_few_shot/lunary.ipynb) |
| [langsmith.ipynb](cookbooks/bootstrap_few_shot/langsmith.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/core/blob/main/py/cookbooks/bootstrap_few_shot/langsmith.ipynb) |
| [arize.ipynb](cookbooks/bootstrap_few_shot/arize.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/core/blob/main/py/cookbooks/bootstrap_few_shot/arize.ipynb) |
| [langfuse.ipynb](cookbooks/bootstrap_few_shot/langfuse.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/core/blob/main/py/cookbooks/bootstrap_few_shot/langfuse.ipynb) |
| [parea.ipynb](cookbooks/bootstrap_few_shot/parea.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/core/blob/main/py/cookbooks/bootstrap_few_shot/parea.ipynb) |
| [lunary.ipynb](cookbooks/bootstrap_few_shot/lunary.ipynb) | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/core/blob/main/py/cookbooks/bootstrap_few_shot/lunary.ipynb) |


### Predefined Prompts Cookbooks:
Expand All @@ -48,9 +48,9 @@ PredefinedPrompts will be useful for tasks that are multiple layers of prompts.

| Cookbook | Description | Run in Colab |
|-----------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| [Single Class Classifier](cookbooks/predefined_prompts/single_class_classifier.ipynb) | Basic implementation of a single class classifier | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/lib/blob/main/py/cookbooks/predefined_prompts/single_class_classifier.ipynb) |
| [Synthetic Data Generation](cookbooks/predefined_prompts/single_class_classifier_syn_data.ipynb) | Generate synthetic data for single class classification | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/lib/blob/main/py/cookbooks/predefined_prompts/single_class_classifier_syn_data.ipynb) |
| [Classifier with Synthetic Data](cookbooks/predefined_prompts/single_class_classifier_trained_with_syn_data.ipynb) | Train and test a single class classifier using synthetic data | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/lib/blob/main/py/cookbooks/predefined_prompts/single_class_classifier_trained_with_syn_data.ipynb) |
| [Single Class Classifier](cookbooks/predefined_prompts/single_class_classifier.ipynb) | Basic implementation of a single class classifier | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/core/blob/main/py/cookbooks/predefined/single_class_classifier.ipynb) |
| [Synthetic Data Generation](cookbooks/predefined_prompts/single_class_classifier_syn_data.ipynb) | Generate synthetic data for single class classification | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/core/blob/main/py/cookbooks/predefined/single_class_classifier_syn_data.ipynb) |
| [Classifier with Synthetic Data](cookbooks/predefined_prompts/single_class_classifier_trained_with_syn_data.ipynb) | Train and test a single class classifier using synthetic data | [<img align="center" src="https://colab.research.google.com/assets/colab-badge.svg" />](https://colab.research.google.com/github/zenbase-ai/core/blob/main/py/cookbooks/predefined/single_class_classifier_trained_with_syn_data.ipynb) |


## Development setup
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