Series

Tutorial series on txtai

Series of articles covering txtai

Articles in this series

Tutorial series on txtai

Jan 28, 202112 min read

Overview of the functionality provided by txtai · This tutorial series will cover the main use cases for txtai, an all-in-one embeddings database for...

Tutorial series on txtai

Build an Embeddings index with Hugging Face Datasets

Jan 28, 20214 min read

Index and search Hugging Face Datasets · This article shows how txtai can index and search with Hugging Face's Datasets library. Datasets opens access to...

Build an Embeddings index from a data source

Jan 28, 20216 min read

Index and search a data source with word embeddings · In Part 1, we gave a general overview of txtai, the backing technology and examples of how to use...

Add semantic search to Elasticsearch

Jan 28, 20218 min read

Add semantic search to existing search systems · Part 2 and Part 3 of this series showed how to index and search data in txtai. Part 2 indexed and...

Extractive QA with txtai

Jan 28, 20212 min read

Introduction to extractive question-answering with txtai · In Parts 1 through 4, we gave a general overview of txtai, the backing technology and examples...

Extractive QA with Elasticsearch

Jan 28, 20215 min read

Run extractive question-answering queries with Elasticsearch · txtai is datastore agnostic, the library analyzes sets of text. The following example...