Generate product descriptions, blogs, ads and more using GPT architecture with a single request to TextCortex API a.k.a Hemingwai

Related tags

Text Data & NLPhemingwai
Overview

TextCortex - HemingwAI

alt text

Generate product descriptions, blogs, ads and more using GPT architecture with a single request to TextCortex API a.k.a HemingwAI

How To Generate Content using TextCortex Hemingwai:

  1. Signup at https://textcortex.com
  2. Sign-in and click on account on top right.
  3. Go to API Key section and copy your key.
  4. Install textcortex package: pip install textcortex
  5. Enter your API Key to hemingwai
  6. Generate copy text with a single line of code!

Here is an example request to Hemingwai for generating Product Descriptions:

from textcortex import TextCortex

# Create the hemingwai object and enter your API Key
hemingwai = TextCortex(api_key='YOUR_API_KEY')

# Generate Product Descriptions using Hemingwai
product_description = hemingwai.generate_product_descriptions(
                    product_title='Black Backpack', product_category='Shoes & Bags', target_segment='',
                    source_language='en', character_count=300, creativity=0.7)
print(product_description)

Response:

    "ai_results": [
        {
            "generated_text": " This blue cotton duvet set will make your bedroom set, comfortable and stylish. The duvet cover set is made from soft polyester fabric with detailed embroidery. The duvet cover set has blue and silver floral embroidery details. The decorative pillows are decorated with black and silver embroidery. The duvet cover set is completed with coordinated Two shams, one in the same design. The duvet cover set is",
            "rank": 0.9533,
            "text_length": 407,
            "word_frequency": [
                {
                    "word": "cover",
                    "frequency": 4
                },
                {
                    "word": "embroidery",
                    "frequency": 3
                },
                {
                    "word": "duvet",
                    "frequency": 5
                },
                {
                    "word": "with",
                    "frequency": 3
                }
            ],
            "word_count": 67
        }...

What kind of texts are possible to generate?

Currently we support the following methods for generating copy text like the following:

# Generate Blog Articles:
hemingwai.generate_blog

# Autocomplete the rest using Hemingwai
hemingwai.generate

# Generate Ad copies using Hemingwai
hemingwai.generate_ads

# Generate Email Body using Hemingwai
hemingwai.generate_email_body

# Generate Email Subject using Hemingwai
hemingwai.generate_email_subject

# Generate Product Descriptions using Hemingwai
hemingwai.generate_product_descriptions

Parameters

There are some parameters that you need to send before making a request to Hemingwai.

Here is a brief summary of what those parameters:

prompt: Prompting the HemingwAI to start writing on a specific subject

creativity: Floating number between 0-1. 0 being the lowest creativity and 1 being the highest. Default is 0.7

character_length: Integer which defines the maximum amount of characters that can be produced by the HemingwAI

source_language: Language code of the source language of the written prompt. for example 'en' for English and 'de' for German. We support 72 languages. If you don't know the language code you can also use 'auto' for this field to automatically sense the input language.

target_segment: Used for setting the tone of the generated copy text. It can be basically anything but please keep it plausible :) Examples: Young people, middle aged people, young men, women, etc..

Still have questions?

You can have a look at the HemingwAI's documentation on TextCortex website

Or talk to us at the TextCortex Dev Community on slack

Maintainer/Creator

TextCortex Team (https://textcortex.com)

License

MIT

You might also like...
Train GPT-3 model on V100(16GB Mem) Using improved Transformer.
Train GPT-3 model on V100(16GB Mem) Using improved Transformer.

GPT-X using transformer pytorch

Seonghwan Kim 24 Sep 11, 2022
Modified GPT using average pooling to reduce the softmax attention memory constraints.
Modified GPT using average pooling to reduce the softmax attention memory constraints.

NLP-GPT-Upsampling This repository contains an implementation of Open AI's GPT Model. In particular, this implementation takes inspiration from the Ny

WD 1 Dec 3, 2021
Creating a chess engine using GPT-3
Creating a chess engine using GPT-3

GPT3Chess Creating a chess engine using GPT-3 Code for my article : https://towardsdatascience.com/gpt-3-play-chess-d123a96096a9 My game (white) vs GP

null 19 Dec 17, 2022
Generate custom detailed survey paper with topic clustered sections and proper citations, from just a single query in just under 30 mins !!
Generate custom detailed survey paper with topic clustered sections and proper citations, from just a single query in just under 30 mins !!

Auto-Research A no-code utility to generate a detailed well-cited survey with topic clustered sections (draft paper format) and other interesting arti

Sidharth Pal 20 Dec 14, 2022
Demo programs for the Talking Head Anime from a Single Image 2: More Expressive project.
Demo programs for the Talking Head Anime from a Single Image 2: More Expressive project.

Demo Code for "Talking Head Anime from a Single Image 2: More Expressive" This repository contains demo programs for the Talking Head Anime

Pramook Khungurn 901 Jan 6, 2023
Ecommerce product title recognition package

revizor This package solves task of splitting product title string into components, like type, brand, model and article (or SKU or product code or you

Bureaucratic Labs 16 Mar 3, 2022
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

spacy-transformers: Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy This package provides spaCy components and architectures to use tr

Explosion 1.2k Jan 8, 2023
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

spacy-transformers: Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy This package provides spaCy components and architectures to use tr

Explosion 903 Feb 17, 2021
Explore different way to mix speech model(wav2vec2, hubert) and nlp model(BART,T5,GPT) together

SpeechMix Explore different way to mix speech model(wav2vec2, hubert) and nlp model(BART,T5,GPT) together. Introduction For the same input: from datas

Eric Lam 31 Nov 7, 2022
Comments
  • Error in Running API Key Cell

    Error in Running API Key Cell

    Hi! When I entered the API key and run the cell then it gives me an error: ERROR:root:Ops, error {'status': 'fail', 'message': 'An error happened while processing your request', 'error': 500} None Please guide or help to solve it! Thanks! image

    opened by muhammadatifaltaf 1
  • add error handling

    add error handling

    Hi there, this is a small PR for adding the following features:

    1. error treatments to request calls.
    2. logger to log eventual errors.
    3. decorator to retry when found an error.

    Cheers, Vinicius

    opened by vwoloszyn 1
  • Refactor hemingwai -> textcortex-python

    Refactor hemingwai -> textcortex-python

    The goal is to improve the naming conventions and code quality in this repo.

    • [ ] Refactor hemingwai -> textcortex-python
    • [ ] Update functions to the latest version of the API
    • [ ] Improve documentation
    opened by osolmaz 0
Releases(v.2.0.0)

  • v.2.0.0(Jun 28, 2022)

    Big update! Moving into HemingwAI V2:

    • With this update, prompting got much easier and easy to understand.
    • We have also introduced generation_ids to the endpoint which means that you will be able to give feedback regarding to the quality of the outputs. This helps us give a better text generation for your needs. We will be sharing about tips how to give update on the data in later releases.
    • We have removed some of the generation functions until we can assure the quality on the outputs. You can still use this generation but you need to look at the examples under the postman collection
    Source code(tar.gz)
    Source code(zip)

  • v1.0.10(Apr 21, 2022)

    -Added blog title generation feature, which can be used for generating blog titles, youtube titles or any kind of title that can be used based on the given keywords. -Added examples

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

  • v.1.0.9(Mar 29, 2022)

  • v.1.0.8(Mar 9, 2022)

  • v.1.0.7(Mar 2, 2022)

    What's Changed

    • add error handling by @vwoloszyn in https://github.com/textcortex/hemingwai/pull/1

    New Contributors

    • @vwoloszyn made their first contribution in https://github.com/textcortex/hemingwai/pull/1

    Full Changelog: https://github.com/textcortex/hemingwai/commits/v.1.0.7

    Source code(tar.gz)
    Source code(zip)
Owner
TextCortex AI
TextCortex AI is an open source NLG platform that let's you generate product descriptions, blogs, emails, ad copies and more with just a single API call.
TextCortex AI
GitHub Repository
Chinese Grammatical Error Diagnosis

nlp-CGED Chinese Grammatical Error Diagnosis 中文语法纠错研究 基于序列标注的方法 所需环境 Python==3.6 tensorflow==1.14.0 keras==2.3.1 bert4keras==0.10.6 笔者使用了开源的bert4keras

12 Nov 25, 2022
Tool to add main subject to items on Wikidata using a WMFs CirrusSearch for named entity recognition or a manually supplied list of QIDs

ItemSubjector Tool made to add main subject statements to items based on the title using a home-brewed CirrusSearch-based Named Entity Recognition alg

Dennis Priskorn 9 Nov 17, 2022
Pattern Matching in Python

Pattern Matching finalmente chega no Python 3.10. E daí? "Pattern matching", ou "correspondência de padrões" como é conhecido no Brasil. Algumas pesso

Fabricio Werneck 6 Feb 16, 2022
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers

PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers

Microsoft 105 Jan 08, 2022
null

CP-Cluster Confidence Propagation Cluster aims to replace NMS-based methods as a better box fusion framework in 2D/3D Object detection, Instance Segme

Yichun Shen 41 Dec 08, 2022
Code-autocomplete, a code completion plugin for Python

Code AutoComplete code-autocomplete, a code completion plugin for Python.

xuming 13 Jan 07, 2023
Python module (C extension and plain python) implementing Aho-Corasick algorithm

pyahocorasick pyahocorasick is a fast and memory efficient library for exact or approximate multi-pattern string search meaning that you can find mult

Wojciech Muła 763 Dec 27, 2022
[Preprint] Escaping the Big Data Paradigm with Compact Transformers, 2021

Compact Transformers Preprint Link: Escaping the Big Data Paradigm with Compact Transformers By Ali Hassani[1]*, Steven Walton[1]*, Nikhil Shah[1], Ab

SHI Lab 367 Dec 31, 2022
The guide to tackle with the Text Summarization

The guide to tackle with the Text Summarization

Takahiro Kubo 1.2k Dec 30, 2022
A curated list of FOSS tools to improve the Hacker News experience

Awesome-Hackernews Hacker News is a social news website focusing on computer technologies, hacking and startups. It promotes any content likely to "gr

Bryton Lacquement 141 Dec 27, 2022
Outreachy TFX custom component project

Schema Curation Custom Component Outreachy TFX custom component project This repo contains the code for Schema Curation Custom Component made as a par

Robert Crowe 5 Jul 16, 2021
nlpcommon is a python Open Source Toolkit for text classification.

nlpcommon nlpcommon, Python Text Tool. Guide Feature Install Usage Dataset Contact Cite Reference Feature nlpcommon is a python Open Source

xuming 3 May 29, 2022
Simple Text-To-Speech Bot For Discord

Simple Text-To-Speech Bot For Discord This is a very simple TTS bot for discord made with python. For this bot you need FFMPEG, see installation to se

1 Sep 26, 2022
NLP - Machine learning

Flipkart-product-reviews NLP - Machine learning About Product reviews is an essential part of an online store like Flipkart’s branding and marketing.

Harshith VH 1 Oct 29, 2021
Binary LSTM model for text classification

Text Classification The purpose of this repository is to create a neural network model of NLP with deep learning for binary classification of texts re

Nikita Elenberger 1 Mar 11, 2022
LV-BERT: Exploiting Layer Variety for BERT (Findings of ACL 2021)

LV-BERT Introduction In this repo, we introduce LV-BERT by exploiting layer variety for BERT. For detailed description and experimental results, pleas

Weihao Yu 14 Aug 24, 2022
Open source code for AlphaFold.

AlphaFold This package provides an implementation of the inference pipeline of AlphaFold v2.0. This is a completely new model that was entered in CASP

DeepMind 9.7k Jan 02, 2023
Data preprocessing rosetta parser for python

datapreprocessing_rosetta_parser I've never done any NLP or text data processing before, so I wanted to use this hackathon as a learning opportunity,

ASReview hackathon for Follow the Money 2 Nov 28, 2021
Neural Lexicon Reader: Reduce Pronunciation Errors in End-to-end TTS by Leveraging External Textual Knowledge

Neural Lexicon Reader: Reduce Pronunciation Errors in End-to-end TTS by Leveraging External Textual Knowledge This is an implementation of the paper,

Mutian He 19 Oct 14, 2022
Python library for processing Chinese text

SnowNLP: Simplified Chinese Text Processing SnowNLP是一个python写的类库，可以方便的处理中文文本内容，是受到了TextBlob的启发而写的，由于现在大部分的自然语言处理库基本都是针对英文的，于是写了一个方便处理中文的类库，并且和TextBlob

Rui Wang 6k Jan 02, 2023