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Classify eval notebooks #23

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Oct 30, 2023
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Classify eval notebooks #23

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Classification & Evaluation notebooks
NickyHavoc Oct 30, 2023
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evaluation notebook
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Change formulation in evalution intro
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NickyHavoc Oct 30, 2023
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16 changes: 8 additions & 8 deletions README.md
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Expand Up @@ -18,14 +18,14 @@ The key features of the Intelligence Layer are:

Not sure where to start? Familiarize yourself with the Intelligence Layer using the below notebooks.

| Order | Task | Description | Notebook 📓 |
| ----- | ------------------------------ | --------------------------------------- | ------------------------------------------------------------------------------- |
| 1 | Summarization | Summarize a document | [summarize.ipynb](./src/examples/summarize.ipynb) |
| 2 | Question Answering | Various approaches for QA | [qa.ipynb](./src/examples/qa.ipynb) |
| 3 | Quickstart task | Build a custom task for your use case | [quickstart_task.ipynb](./src/examples/quickstart_task.ipynb) |
| 4 | Single label Classification | Conduct zero-shot text classification | [single_label_classify.ipynb](./src/examples/single_label_classify.ipynb) |
| 5 | Embedding based Classification | Classify texts on the basis of examples | [embedding_based_classify.ipynb](./src/examples/embedding_based_classify.ipynb) |
| 6 | Document Index | Connect your proprietary knowledge base | [document_index.ipynb](./src/examples/document_index.ipynb) |
| Order | Task | Description | Notebook 📓 |
| ----- | ------------------ | ----------------------------------------- | ------------------------------------------------------------- |
| 1 | Summarization | Summarize a document | [summarize.ipynb](./src/examples/summarize.ipynb) |
| 2 | Question Answering | Various approaches for QA | [qa.ipynb](./src/examples/qa.ipynb) |
| 3 | Quickstart task | Build a custom task for your use case | [quickstart_task.ipynb](./src/examples/quickstart_task.ipynb) |
| 4 | Classification | Learn about two methods of classification | [classification.ipynb](./src/examples/classification.ipynb) |
| 5 | Evaluation | Evaluate LLM-based methodologies | [evaluation.ipynb](./src/examples/evaluation.ipynb) |
| 6 | Document Index | Connect your proprietary knowledge base | [document_index.ipynb](./src/examples/document_index.ipynb) |

## Getting started with the Jupyter Notebooks

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