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Fix Links (#1199)
* Fix link highlight * Regen md files * Remove duplicate * Fix whitespace * fixing strings for website * Fix link Co-authored-by: PiffPaffM <markuspaff.mp@gmail.com>
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@ -387,19 +387,19 @@ and the further processing can be customized. You can define this by connecting
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Pass your own `Sklearn` binary classification model or use one of the following pretrained ones:
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1) Keywords vs. Questions/Statements (Default)
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query_classifier="https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier/model.pickle"
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query_vectorizer="https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier/vectorizer.pickle"
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query_classifier can be found [here](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost\_query\_classifier/model.pickle)
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query_vectorizer can be found [here](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost\_query\_classifier/vectorizer.pickle)
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output_1 => question/statement
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output_2 => keyword query
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[Readme](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier/readme.txt)
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[Readme](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost\_query\_classifier/readme.txt)
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2) Questions vs. Statements
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`query_classifier`="https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier_statements/model.pickle"`
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`query_vectorizer`="https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier_statements/vectorizer.pickle"`
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query_classifier can be found [here](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost\_query\_classifier\_statements/model.pickle)
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query_vectorizer can be found [here](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost\_query\_classifier\_statements/vectorizer.pickle)
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output_1 => question
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output_2 => statement
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[Readme](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier_statements/readme.txt)
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[Readme](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost\_query\_classifier\_statements/readme.txt)
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See also the [tutorial](https://haystack.deepset.ai/docs/latest/tutorial11md) on pipelines.
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@ -409,9 +409,9 @@ and the further processing can be customized. You can define this by connecting
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```python
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| __init__(model_name_or_path: Union[
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| str, Any
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| ] = "https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier/model.pickle", vectorizer_name_or_path: Union[
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| ] = "https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost\_query\_classifier/model.pickle", vectorizer_name_or_path: Union[
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| str, Any
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| ] = "https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier/vectorizer.pickle")
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| ] = "https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost\_query\_classifier/vectorizer.pickle")
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```
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**Arguments**:
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@ -454,14 +454,14 @@ and the further processing can be customized. You can define this by connecting
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model_name_or_path="shahrukhx01/bert-mini-finetune-question-detection"
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output_1 => question/statement
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output_2 => keyword query
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[Readme](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier/readme.txt)
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[Readme](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost\_query\_classifier/readme.txt)
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2) Questions vs. Statements
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`model_name_or_path`="shahrukhx01/question-vs-statement-classifier"
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output_1 => question
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output_2 => statement
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[Readme](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier_statements/readme.txt)
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[Readme](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost\_query\_classifier\_statements/readme.txt)
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See also the [tutorial](https://haystack.deepset.ai/docs/latest/tutorial11md) on pipelines.
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@ -90,7 +90,7 @@ To load, simply call:
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pipeline.load_from_yaml(Path("sample.yaml"))
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```
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For another example YAML config, check out [this file](https://github.com/deepset-ai/haystack/blob/master/rest_api/pipelines.yaml).
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For another example YAML config, check out [this file](https://github.com/deepset-ai/haystack/blob/master/rest_api/pipeline/pipelines.yaml).
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### Multiple retrievers
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You can now also use multiple Retrievers and join their results:
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@ -623,21 +623,21 @@ class SklearnQueryClassifier(BaseComponent):
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Pass your own `Sklearn` binary classification model or use one of the following pretrained ones:
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1) Keywords vs. Questions/Statements (Default)
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query_classifier="https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier/model.pickle"
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query_vectorizer="https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier/vectorizer.pickle"
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query_classifier can be found [here](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier/model.pickle)
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query_vectorizer can be found [here](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier/vectorizer.pickle)
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output_1 => question/statement
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output_2 => keyword query
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[Readme](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier/readme.txt)
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2) Questions vs. Statements
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`query_classifier`="https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier_statements/model.pickle"`
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`query_vectorizer`="https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier_statements/vectorizer.pickle"`
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output_1 => question
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output_2 => statement
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[Readme](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier_statements/readme.txt)
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query_classifier can be found [here](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier_statements/model.pickle)
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query_vectorizer can be found [here](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier_statements/vectorizer.pickle)
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output_1 => question
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output_2 => statement
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[Readme](https://ext-models-haystack.s3.eu-central-1.amazonaws.com/gradboost_query_classifier_statements/readme.txt)
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See also the [tutorial](https://haystack.deepset.ai/docs/latest/tutorial11md) on pipelines.
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See also the [tutorial](https://haystack.deepset.ai/docs/latest/tutorial11md) on pipelines.
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"""
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