txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows.

This repository contains JavaScript bindings for the txtai API.

Installation

txtai.js can be installed via npm

npm install txtai

Examples

The examples directory has a series of examples that give an overview of txtai. See the list of examples below.

| Example | Description | |:----------|:-------------| | Introducing txtai | Overview of the functionality provided by txtai | | Extractive QA with txtai | Extractive question-answering with txtai | | Labeling with zero-shot classification | Labeling with zero-shot classification | | Pipelines and workflows | Pipelines and workflows |

txtai.js connects to a txtai api instance. See this link for details on how to start a new api instance.

Once an api instance is running, do the following to run the examples.

git clone https://github.com/neuml/txtai.js
cd txtai.js/examples/node
npm install
npm run build
node dist/embeddings.js
node dist/extractor.js
node dist/labels.js
node dist/pipelines.js