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

Last update: Nov 28, 2022

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Overview

TextCortex - HemingwAI

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:

Signup at https://textcortex.com
Sign-in and click on account on top right.
Go to API Key section and copy your key.
Install textcortex package: pip install textcortex
Enter your API Key to hemingwai
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

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Comments

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!

opened by muhammadatifaltaf 1
add error handling
Hi there, this is a small PR for adding the following features:

error treatments to request calls.

logger to log eventual errors.

decorator to retry when found an error.

Cheers, Vinicius
opened by vwoloszyn 1
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)
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v.1.0.9(Mar 29, 2022)

Added Extend feature to Hemingwai
Source code(tar.gz)
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v.1.0.8(Mar 9, 2022)

Added Meta Description Generation Feature Added Meta Description Generation Example
Source code(tar.gz)
Source code(zip)
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.

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

Related tags

Overview

TextCortex - HemingwAI

How To Generate Content using TextCortex Hemingwai:

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

Response:

What kind of texts are possible to generate?

Parameters

Still have questions?

Maintainer/Creator

License

You might also like...

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Modified GPT using average pooling to reduce the softmax attention memory constraints.

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Comments

Error in Running API Key Cell

add error handling

Refactor hemingwai -> textcortex-python

Releases(v.2.0.0)

v.2.0.0(Jun 28, 2022)

Big update! Moving into HemingwAI V2:

v1.0.10(Apr 21, 2022)

v.1.0.9(Mar 29, 2022)

v.1.0.8(Mar 9, 2022)

v.1.0.7(Mar 2, 2022)

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New Contributors

Owner

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Official PyTorch implementation of "Dual Path Learning for Domain Adaptation of Semantic Segmentation".

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