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Oct 16, 2024
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Add query classfication tutorial #358

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26f2622
Add query classfication tutorial
julian-risch Oct 15, 2024
1b28623
Update index.toml
julian-risch Oct 15, 2024
dae9ef2
Update README.md
julian-risch Oct 15, 2024
3c19e0e
Add accelerate dependency
julian-risch Oct 15, 2024
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -47,7 +47,7 @@ Haystack 2.0
| [Pipelines](./tutorials/11_Pipelines.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/11_Pipelines.ipynb) | [[OUTDATED] Simplifying Pipeline Inputs with Multiplexer](./tutorials/37_Simplifying_Pipeline_Inputs_with_Multiplexer.ipynb)| [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/37_Simplifying_Pipeline_Inputs_with_Multiplexer.ipynb)|
| [[OUTDATED] Seq2SeqGenerator](./tutorials/12_LFQA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/12_LFQA.ipynb) | [Embedding Metadata for Improved Retrieval](./tutorials/39_Embedding_Metadata_for_Improved_Retrieval.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/39_Embedding_Metadata_for_Improved_Retrieval.ipynb)|
| [Question Generation](./tutorials/13_Question_generation.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/13_Question_generation.ipynb) | [Building a Chat Application with Function Calling](./tutorials/40_Building_Chat_Application_with_Function_Calling.ipynb)| [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/40_Building_Chat_Application_with_Function_Calling.ipynb)|
| [Query Classifier](./tutorials/14_Query_Classifier.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/14_Query_Classifier.ipynb) | | |
| [Query Classifier](./tutorials/14_Query_Classifier.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/14_Query_Classifier.ipynb) | [Query Classification with TransformersTextRouter](./tutorials/41_Query_Classification_with_TransformersTextRouter_and_TransformersZeroShotTextRouter.ipynb)| [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/41_Query_Classification_with_TransformersTextRouter_and_TransformersZeroShotTextRouter.ipynb) |
| [Table QA](./tutorials/15_TableQA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/15_TableQA.ipynb) | | |
| [Document Classifier at Index Time](./tutorials/16_Document_Classifier_at_Index_Time.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/16_Document_Classifier_at_Index_Time.ipynb) | | |
| [Make Your QA Pipelines Talk!](./tutorials/17_Audio.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/17_Audio.ipynb) | | |
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15 changes: 14 additions & 1 deletion index.toml
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Expand Up @@ -441,6 +441,19 @@ haystack_2 = true
dependencies = ["sentence-transformers>=3.0.0", "gradio"]
featured = true

[[tutorial]]
title = "Query Classification with TransformersTextRouter and TransformersZeroShotTextRouter"
description = "Learn how to route user questions and other text inputs with classification models"
level = "intermediate"
weight = 105
notebook = "41_Query_Classification_with_TransformersTextRouter_and_TransformersZeroShotTextRouter.ipynb"
aliases = []
completion_time = "25 min"
created_at = 2024-10-15
haystack_2 = true
dependencies = ["sentence-transformers>=3.0.0", "gradio", "torch", "sentencepiece", "datasets", "accelerate"]
featured = true

[[tutorial]]
title = "Evaluation"
description = "A guided walkthrough to learn everything about evaluation"
Expand All @@ -451,4 +464,4 @@ haystack_2 = true
guide = true
colab = false
download = false
created_at = 2024-07-17
created_at = 2024-07-17
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