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πŸ’« Industrial-strength Natural Language Processing (NLP) in Python

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This issue was initially about a possible bug in the _training pipeline_, related to the _parser_ (see below). But now I believe that posing preliminary questions is more appropriate: -...

lang / ar
feat / tokenizer

The 'direct' option in 'spacy download' is supposed to only download from our model releases repository. However, users were able to pass in a relative path, allowing download from arbitrary...

enhancement
feat / cli

The docs [state](https://spacy.io/usage/models#models-download) I can specify the model like this in `requirements.txt`: ``` spacy>=3.0.0,cframe->use_tracing) &&\ 45.29 | ^~~~~~~~~~~ 45.29 thinc/backends/numpy_ops.cpp:1001:43: note: in definition of macro β€˜unlikely’ 45.29 1001 | #define...

docs
install

## Description Update `spacy-llm` model docs w.r.t. model registry refactor. ### Types of change Doc update. ## Checklist - [x] I confirm that I have the right to submit this...

docs
feat/llm

## Description The use of `build-constraints.txt` is an explosion-internal design intertwined with `wheelwright`. After dropping python 3.8, the `oldest-supported-numpy`-ish build constraints are no longer necessary, which greatly simplifies the `cibuildwheel`...

meta

## Description Mention Yi, Zephyr models for `spacy-llm`. See https://github.com/explosion/spacy-llm/pull/392. ### Types of change Docs update. ## Checklist - [x] I confirm that I have the right to submit this...

docs
feat/llm

## Description Add support for `llm` component. in `spacy init config` ### Types of change Enhancement. ## Checklist - [x] I confirm that I have the right to submit this...

enhancement
feat / cli

Add a method `Language.add_pipe_instance` that allows you to add component instances to the pipeline. This is primarily intended to make it easier to assemble a pipeline dynamically in a script,...

enhancement
feat / pipeline

## Description If we use a sentence splitter as one of the annotating components during training, an entity can become split in the predicted `Doc`. Before this change, training would...

bug
feat / ner
πŸ”œ v5.0

## Description This continues work started in https://github.com/explosion/projects/pull/147, which provides features for automatically manipulating pipelines and configs. The functions included are: - merge: combine components from two pipelines and handle...

enhancement
feat / pipeline
feat / cli
feat / config