txtai: Build AI-powered semantic search applications in Go

Last update: Dec 06, 2022

Overview

txtai: Build AI-powered semantic search applications in Go

txtai executes machine-learning workflows to transform data and build AI-powered semantic search applications.

This repository contains Go bindings for the txtai API. Full txtai functionality is supported.

Installation

txtai.go can be installed as follows:

go get -u github.com/neuml/txtai.go

Alternatively, adding the following import within a module will also download txtai.go

import "github.com/neuml/txtai.go"

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.go 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.go
cd txtai.go/examples
make embeddings|extractor|labels|pipelines

Python powered crossword generator with database with 20k+ polish words

crossword_generator Generate simple crossword puzzle from words and definitions fetched from krzyżowki.edu.pl endpoints -/ string:word - returns js

0 Jan 4, 2022

Journey is a NLP-Powered Developer assistant

Journey Journey is a NLP-Powered Developer assistant Using on the powerful Natural Language Processing library Mindmeld, this projects aims to assist

21 Dec 11, 2022

AI-powered literature discovery and review engine for medical/scientific papers

AI-powered literature discovery and review engine for medical/scientific papers paperai is an AI-powered literature discovery and review engine for me

819 Dec 30, 2022

🌐 Translation microservice powered by AI

Dot Translate 🌐 A microservice for quick and local translation using A.I. This service starts a local webserver used for neural machine translation.

48 Nov 22, 2022

Develop open-source Python Arabic NLP libraries that the Arab world will easily use in all Natural Language Processing applications

2 Oct 22, 2022

Colibri core is an NLP tool as well as a C++ and Python library for working with basic linguistic constructions such as n-grams and skipgrams (i.e patterns with one or more gaps, either of fixed or dynamic size) in a quick and memory-efficient way. At the core is the tool ``colibri-patternmodeller`` whi ch allows you to build, view, manipulate and query pattern models.

Colibri Core by Maarten van Gompel, [email protected], Radboud University Nijmegen Licensed under GPLv3 (See http://www.gnu.org/licenses/gpl-3.0.html

122 Nov 17, 2022

Build Text Rerankers with Deep Language Models

Reranker is a lightweight, effective and efficient package for training and deploying deep languge model reranker in information retrieval (IR), question answering (QA) and many other natural language processing (NLP) pipelines. The training procedure follows our ECIR paper Rethink Training of BERT Rerankers in Multi-Stage Retrieval Pipeline using a localized constrastive esimation (LCE) loss.

140 Dec 6, 2022

open-information-extraction-system, build open-knowledge-graph(SPO, subject-predicate-object) by pyltp(version==3.4.0)

中文开放信息抽取系统, open-information-extraction-system, build open-knowledge-graph(SPO, subject-predicate-object) by pyltp(version==3.4.0)

7 Nov 2, 2022

A tool helps build a talk preview image by combining the given background image and talk event description

talk-preview-img-builder A tool helps build a talk preview image by combining the given background image and talk event description Installation and U

4 Aug 20, 2022

Releases(v5.2.0)

v5.2.0(Dec 20, 2022)

Update library to sync with txtai 5.2 (https://github.com/neuml/txtai.go/issues/19)
Source code(tar.gz)
Source code(zip)
v5.1.0(Oct 18, 2022)

Update library to sync with txtai 5.1 (https://github.com/neuml/txtai.go/issues/18)
Source code(tar.gz)
Source code(zip)
v5.0.0(Sep 27, 2022)

Update library to sync with txtai 5.0 (https://github.com/neuml/txtai.go/issues/17)
Source code(tar.gz)
Source code(zip)
v4.6.0(Aug 15, 2022)

Update library to sync with txtai 4.6 (#16)
Source code(tar.gz)
Source code(zip)
v4.5.0(May 17, 2022)

Update library to sync with txtai 4.5 (#15)
Source code(tar.gz)
Source code(zip)
v4.4.0(Apr 20, 2022)

Update library to sync with txtai 4.4 (https://github.com/neuml/txtai.go/issues/14)
Source code(tar.gz)
Source code(zip)
v4.3.0(Mar 10, 2022)

Update library to sync with txtai 4.3 (https://github.com/neuml/txtai.go/issues/13)
Source code(tar.gz)
Source code(zip)
v4.2.0(Feb 24, 2022)

Update library to sync with txtai 4.2 (#12)
Source code(tar.gz)
Source code(zip)
v4.1.0(Feb 3, 2022)

Update library to sync with txtai 4.1 (#11)
Source code(tar.gz)
Source code(zip)
v4.0.0(Jan 11, 2022)

Update library to sync with txtai 4.0 (#10)
Source code(tar.gz)
Source code(zip)
v3.7.0(Nov 23, 2021)

Update library to sync with txtai 3.7 (#9)
Source code(tar.gz)
Source code(zip)
v3.6.0(Nov 8, 2021)

Update library to sync with txtai 3.6 (#8)
Source code(tar.gz)
Source code(zip)
v3.5.0(Oct 18, 2021)

Update library to sync with txtai 3.5 (#7)
Source code(tar.gz)
Source code(zip)
v3.4.0(Oct 7, 2021)

Update library to sync with txtai 3.4 (#6)
Source code(tar.gz)
Source code(zip)
v3.3.0(Sep 10, 2021)

Update library to sync with txtai 3.3 (#5)
Source code(tar.gz)
Source code(zip)
v3.2.0(Aug 18, 2021)

Update library to sync with txtai 3.2 (#4)
Source code(tar.gz)
Source code(zip)
v3.1.0(May 22, 2021)

Update library to sync with txtai 3.1 (#3)
Source code(tar.gz)
Source code(zip)
v3.0.0(May 4, 2021)

Update library to sync with txtai 3.0 (#2)
Source code(tar.gz)
Source code(zip)
v2.0.0(Jan 13, 2021)

Update library to sync with txtai 2.0 (#1)
Source code(tar.gz)
Source code(zip)
v1.0.0(Dec 23, 2020)

Initial release
Source code(tar.gz)
Source code(zip)

txtai: Build AI-powered semantic search applications in Go

Related tags

Overview

txtai: Build AI-powered semantic search applications in Go

Installation

Examples

You might also like...

Python powered crossword generator with database with 20k+ polish words

Journey is a NLP-Powered Developer assistant

AI-powered literature discovery and review engine for medical/scientific papers

🌐 Translation microservice powered by AI

Develop open-source Python Arabic NLP libraries that the Arab world will easily use in all Natural Language Processing applications

Build Text Rerankers with Deep Language Models

open-information-extraction-system, build open-knowledge-graph(SPO, subject-predicate-object) by pyltp(version==3.4.0)

A tool helps build a talk preview image by combining the given background image and talk event description

Releases(v5.2.0)

v5.2.0(Dec 20, 2022)

v5.1.0(Oct 18, 2022)

v5.0.0(Sep 27, 2022)

v4.6.0(Aug 15, 2022)

v4.5.0(May 17, 2022)

v4.4.0(Apr 20, 2022)

v4.3.0(Mar 10, 2022)

v4.2.0(Feb 24, 2022)

v4.1.0(Feb 3, 2022)

v4.0.0(Jan 11, 2022)

v3.7.0(Nov 23, 2021)

v3.6.0(Nov 8, 2021)

v3.5.0(Oct 18, 2021)

v3.4.0(Oct 7, 2021)

v3.3.0(Sep 10, 2021)

v3.2.0(Aug 18, 2021)

v3.1.0(May 22, 2021)

v3.0.0(May 4, 2021)

v2.0.0(Jan 13, 2021)

v1.0.0(Dec 23, 2020)

Owner

NeuML

Chinese named entity recognization (bert/roberta/macbert/bert_wwm with Keras)

HuggingTweets - Train a model to generate tweets

Python interface for converting Penn Treebank trees to Stanford Dependencies and Universal Depenencies

An IVR Chatbot which can exponentially reduce the burden of companies as well as can improve the consumer/end user experience.

Bidirectional Variational Inference for Non-Autoregressive Text-to-Speech (BVAE-TTS)

Optimal Transport Tools (OTT), A toolbox for all things Wasserstein.

🗣️ NALP is a library that covers Natural Adversarial Language Processing.

Fake Shakespearean Text Generator

Python functions for summarizing and improving voice dictation input.

PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

Which Apple Keeps Which Doctor Away? Colorful Word Representations with Visual Oracles

Python package for Turkish Language.

NLP project that works with news (NER, context generation, news trend analytics)

[ICCV 2021] Instance-level Image Retrieval using Reranking Transformers

Large-scale pretraining for dialogue

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle

Transformers-regression - Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates

硕士期间自学的NLP子任务，供学习参考