txtai Releases

A minor bug fix release addressing a regression in word embeddings batch transformation.

Mar 11, 2022

This release introduces image processing pipelines and expands SQL functionality within embeddings queries.

Mar 10, 2022

A minor release correcting a mislabeled API configuration definition.

Feb 28, 2022

This release adds comprehensive Docker configurations and support for loading embedding indexes on cloud storage.

Feb 24, 2022

txtai 4.1 introduces entity extraction, workflow scheduling, and new console and export tasks.

Feb 3, 2022

A major release that increases the codebase by 50%, adding content storage, SQL querying, and object storage capabilities.

Jan 11, 2022

This release introduces new pipelines for object detection and image captioning, adds a retrieval task, and expands workflow functionality while improving documentation and refactoring the pipeline package.

Nov 23, 2021

Introduces a tabular pipeline and enhances ServiceTask capabilities, while improving model registration logic and updating workflow examples.

Nov 8, 2021

Focuses on ONNX export capabilities, adds registry methods for auto models, and integrates scikit-learn support for model export.

Oct 18, 2021

Enhances the extractor pipeline to support similarity context and improves performance for context queries, alongside bug fixes.

Oct 7, 2021

Adds comprehensive ONNX support for embeddings and pipelines, including export capabilities and support for QA models in the Trainer pipeline.

Sep 10, 2021

Introduces the Trainer pipeline, modularizes the installation process, and enhances the Labels pipeline to support standard text classification models.

Aug 17, 2021

Adds support for update and delete operations on embeddings indices, introduces an Embeddings Cluster component, and switches the default backend on Windows.

May 22, 2021

txtai 3.0.0 is a major release that overhauls the project structure, consolidates logic into pipelines and introduces workflows, offering features like large-scale similarity search, multiple ML pipelines, and API bindings for multiple languages.

May 4, 2021

Major release bringing a zero-shot similarity pipeline, batch support for all modules, and integration with Hugging Face Datasets.

Jan 13, 2021

This release refreshes existing example notebooks and enhances the API to ensure full support of txtai functionality.

Nov 21, 2020

This release focuses on performance optimizations and infrastructure improvements, specifically splitting embedding query calls and upgrading dependencies like Faiss and the build system.

Nov 3, 2020

This version introduces a web interface via FastAPI and a text labeling feature using zero-shot classification, alongside bug fixes.

Oct 11, 2020

A maintenance release that updates core machine learning libraries, transformers and sentence-transformers, to newer versions to ensure compatibility.

Sep 11, 2020

This release focuses on testing, documentation, and functionality improvements, including batch indexing and word vector storage options.

Sep 10, 2020