Category: Release · Explosion · Developer tools and consulting for AI, Machine Learning and NLP

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✨ prodigy v1.17.0Nov 18, 2024

Pages UI for multi-page tasks like longer documents, PDFs or collections of images

💫 spacy v3.8.0Oct 1, 2024

Memory management for persistent services, numpy 2.0 support

🔌 prodigy-evaluate v0.1.0Mar 26, 2024

Evaluate spaCy pipelines, print confusion matrices and more

✨ prodigy v1.14.12Dec 13, 2023

Audio UI improvements, resetQueue callback, prodigy-segment plugin

✨ prodigy v1.14.3Oct 6, 2023

Inter-annotator agreement for document-level and token-level annotations, new plugins

🔌 prodigy-lunr v0.1.0Oct 5, 2023

Document search via LUNR to fetch relevant data subsets to label

🛸 spacy-transformers v1.3.1Sep 26, 2023

Support for newer versions of Transformers

✨ prodigy v1.13.0Aug 15, 2023

LLM support for NER, text classification and span categorization

🤖 curated-transformers v1.0.0Aug 3, 2023

Lightweight, composable PyTorch transformers

Introducing spaCy v3.6

spaCy v3.6 introduces the span finder component and trained pipelines for Slovenian.

🦙 spacy-llm v0.3.0Jun 14, 2023

Cohere, Anthropic, OpenLLaMa, StableLM, logging, streamlit demo, lemmatization task

🕊️ radicli v0.0.3Feb 9, 2023

Radically lightweight command-line interfaces

🧪 spacy-experimental v0.5.0Jun 11, 2022

Added SpanFinder, Span suggesters and bugfixes

Introducing spaCy v3.3

spaCy v3.3 improves the speed of core pipeline components, adds a new trainable lemmatizer, and introduces trained pipelines for Finnish, Korean and Swedish.

✨ prodigy v1.11.0Aug 12, 2020

spaCy v3 support, annotation for overlapping and nested spans, better installation & more

🔮 thinc v8.0.0Jan 24, 2021

Type checking, wrap PyToch, TensorFlow & MXNet, integrated config system

Introducing spaCy v2.3

spaCy now speaks Chinese, Japanese, Danish, Polish and Romanian! Version 2.3 of the spaCy Natural Language Processing library adds models for five new languages. We've also updated all 15 model families with word vectors and improved accuracy, while also decreasing model size and loading times for models with vectors.

🛸 spacy-transformers v0.6.0May 24, 2020

Update to transformers v2.5.0

🔌 prodigy-pdf v0.3.0Nov 18, 2024

Support multi-page PDFs in a single view

🔮 thinc v9.0.0Apr 19, 2024

Better learning rate schedules and integration of thinc-apple-ops

✨ prodigy v1.15.0Feb 15, 2024

New company plugins and support for SSO

🔌 prodigy-whisper v0.1.0Nov 12, 2023

Audio transcription with OpenAI’s Whisper model in the loop

🦙 spacy-llm v0.6.0Oct 5, 2023

PaLM, Azure OpenAI, Mistral & fixed OS model responses

🔌 prodigy-ann v0.1.0Oct 5, 2023

Use ANN techniques to fetch relevant data subsets to label

🦙 spacy-llm v0.5.0Sep 8, 2023

Improved user API and novel Chain-of-Thought prompting for more accurate NER

🦦 weasel v0.3.0Aug 14, 2023

Updates for requirements checks

🦙 spacy-llm v0.4.0Jul 6, 2023

Falcon, sentiment analysis, summarization, backend refactoring

🦦 weasel v0.1.0Jun 14, 2023

A small and easy workflow system

spaCy Plugin for VSCode

The spaCy VSCode Extension provides additional tooling and features for working with spaCy’s config files. Version 1.0.0 includes hover descriptions for registry functions, variables, and section names within the config as an installable extension.

🛸 spacy-transformers v1.2.0Jan 14, 2023

Better alignment for fast tokenizers

🧪 spacy-experimental v0.4.0Mar 22, 2022

Added biaffine parser and other fixes for experimental tools

Introducing spaCy v3.2

spaCy v3.2 features usability improvements for custom training and scoring, improved performance and support for floret, our new fastText word vectors algorithm.

🤗 spacy-huggingface-hub v0.0.1Jul 6, 2021

Upload spaCy pipelines to the Hugging Face Hub

👑 spacy-streamlit v0.0.2Jun 23, 2020

spaCy building blocks and visualizers for Streamlit apps

✨ prodigy v1.9.0Dec 18, 2019

Custom UI blocks, text input UI, better training and data conversion

Introducing spaCy v2.2

Version 2.2 of the spaCy Natural Language Processing library is leaner, cleaner and even more user-friendly. In addition to new model packages and features for training, evaluation and serialization, we've made lots of bug fixes, improved debugging and error handling, and greatly reduced the size of the library on disk.

📚 spacy-layout v0.0.1Nov 18, 2024

Process PDFs, Word documents and more with spaCy

🤖 curated-transformers v2.0.0Apr 17, 2024

Model registry, in-place loading, beter HF Hub integration

🦙 spacy-llm v0.7.0Jan 19, 2024

Supporting arbitrarily long docs and various new tasks

✨ prodigy v1.14.5Oct 24, 2023

Toggle for character vs. token highlighting, CSS and JS from local and remote paths

🤖 curated-transformers v1.3.0Oct 2, 2023

Custom model repositories, NVTX Ranges, store config in models

🔌 prodigy-pdf v0.1.0Oct 5, 2023

Annotate and segment PDF files and perform OCR

✨ prodigy v1.13.2Sep 7, 2023

New LLM recipes for terms generation and prompt engineering

🔮 thinc v8.2.0Aug 11, 2023

Updates for automatic imports

✨ prodigy v1.12.0Jul 5, 2023

LLM-assisted workflows for annotation and prompt engineering, task routing for multi-annotator setups

🦙 spacy-llm v0.2.0May 30, 2023

REL and spancat tasks, reading prompt templates from file

Introducing spaCy v3.5

spaCy v3.5 introduces new CLI commands, fuzzy matching, improvements for entity linking and more.

🧪 spacy-experimental v0.6.0Sep 28, 2022

Added Coref components and models

🌸 floret v0.10.0Oct 27, 2021

fastText + Bloom embeddings for compact, full-coverage vectors with spaCy

Introducing spaCy v3.1

It’s been great to see the adoption of spaCy v3, which introduced transformer-based pipelines, a new training system and more. Version 3.1 adds more on top of it, including the ability to use predicted annotations during training, a component for predicting arbitrary and overlapping spans and new pipelines for Catalan and Danish.

🦆 sense2vec v2.0.0Feb 7, 2021

Update component for spaCy v3

🦉 srsly v2.1.0Jun 22, 2020

Support YAML

🦆 sense2vec v1.0.0Nov 22, 2019

More features, 2019 Reddit vectors model and Prodigy recipes

Introducing spaCy v2.1

Version 2.1 of the spaCy Natural Language Processing library includes a huge number of features, improvements and bug fixes. In this post, we highlight some of the things we're especially pleased with, and explain some of the most challenging parts of preparing this big release.

✨ prodigy v1.16.0Oct 22, 2024

Modal plugin for on-demand deployment, cross-platform wheels and UI fixes

🦦 weasel v0.4.0Apr 4, 2024

Allow a git repo file as asset and drop support for Python 3.6

🔌 prodigy-segment v0.1.0Dec 13, 2023

Select pixels in Prodigy via Meta’s “Segment Anything” model

🔌 prodigy-hf v0.1.0Oct 23, 2023

Train Hugging Face models with Prodigy annotations

💫 spacy v3.7.0Oct 2, 2023

Trained pipelines using Curated Transformers and support for Python 3.12

✨ prodigy v1.14.1Sep 29, 2023

Custom event hooks for custom UI interactivity

✨ prodigy v1.13.1Aug 23, 2023

Use models and LLMs as annotators to find disagreements

🦦 weasel v0.2.0Aug 4, 2023

Support for Pydantic v2 and cloudpathlib

🍬 confection v0.1.0Jun 29, 2023

Improved JSON parsing, updated utils and warnings

🦙 spacy-llm v0.1.0May 11, 2023

Integrating LLMs into structured NLP pipelines

🍏 thinc-apple-ops v0.1.0Jul 19, 2022

Many performance improvements

Introducing spaCy v3.4

spaCy v3.4 brings typing and speed improvements along with new vectors for English CNN pipelines and new trained pipelines for Croatian.

🛸 spacy-transformers v1.1.0Oct 18, 2021

Better serialization, full ModelOutput, mixed-precision training and more

🛸 spacy-transformers v1.0.0Feb 1, 2021

Update components for spaCy v3.0

Introducing spaCy v3.0

spaCy v3.0 is a huge release! It features new transformer-based pipelines that get spaCy's accuracy right up to the current state-of-the-art, and a new workflow system to help you take projects from prototype to production. It's much easier to configure and train your pipeline, and there are lots of new and improved integrations with the rest of the NLP ecosystem.

✨ prodigy v1.10.0Jun 16, 2020

Dependency and relation annotation, audio, video, character-based NER & more

✨ prodigy v1.8.0May 20, 2019

Support for spaCy v2.1, basic auth, multi-user sessions, review workflow & more

Introducing spaCy

Computers don't understand text. This is unfortunate, because that's what the web almost entirely consists of. We want to recommend people text based on other text they liked. We want to shorten text to display it on a mobile screen. We want to aggregate it, link it, filter it, categorise it, generate it and correct it. spaCy provides a library of utility functions that help programmers build such products.