What is AI Text Generation?
Text Generation allows users to generate natural language text using machine learning models. This technology typically uses deep learning techniques, such as recurrent neural networks or transformers, to generate text that is similar to human-written language.
Using Text Generation, users can generate text for a variety of use cases, such as chatbots, virtual assistants, content creation, and language translation. Some Text Generators also allow for customization, such as training the model on specific data sets or adjusting the level of creativity or coherence in the generated text.
AI Text Generation uses cases
You can use Text Generation in numerous fields, here are some examples of common use cases:
- Content creation: create articles, social media posts, product descriptions, and other types of content for websites and social media platforms, helping businesses generate content more efficiently.
- Chatbots and virtual assistants: respond to customer inquiries and provide support, allowing businesses to save on customer service costs and improve customer satisfaction by providing quick and accurate responses.
- Education: create educational materials such as textbooks, quizz, and tutorials, allowing students to learn more effectively and making education more accessible to people who may not have access to traditional educational resources.
- Language translation: translate text from one language to another, which helps bridge communication gaps between people who speak different languages.
- Marketing: create marketing materials such as advertisements, slogans, and email campaigns
These are just a few examples of Text Generation uses case, it can be applied in many different fields to generate engaging text content, improve efficiency, and enhance communication.
Access many AI Text Generators with one API
While comparing AI Text Generators, it is crucial to consider different aspects, among others, cost security and privacy. Text Generation experts at Eden AI tested, compared, and used many Text Generation APIs of the market. Here are some actors that perform well (in alphabetical order):
- Anyword
- cedille.ai
- Cohere
- Copy.ai
- Copysmith
- DeepAI
- GooseAI
- NLPCloud
- Open AI
- TextCortex
- Writesonic
1. Anyword
Anyword leverages advanced deep learning algorithms to generate high-quality and human-like text, which can be both coherent and engaging with a high degree of accuracy and consistency. Additionally, Anyword’s API is highly flexible, allowing users to customize the output to suit their specific needs and preferences.
2. cedille.ai
Cedille.ai offers an advanced and flexible solution for generating high-quality, natural language text. One of the key benefits of Cedille.ai’s solution is its ability to create customized text that matches specific styles and tones. Their technology also utilizes machine learning algorithms to ensure that the text generated is both accurate and consistent, minimizing the need for manual editing.
3. Cohere — Available on Eden AI
Cohere’s Text Generation API benefits from being trained on a large and diverse corpus of text to generate high-quality, engaging text. The content produced is not only coherent and grammatically correct, but also contextually relevant and informative. Using advanced deep learning models, the technology can understand and incorporate a wide range of contextual information into the generated text. Additionally, their platform allows for customization and fine-tuning, so users can tailor the output to their specific needs.
4. Copy.ai
With Copy.ai’s Text Generation API, users can generate text quickly and easily in a variety of formats, including social media posts, ad copy, and email subject lines. Their API is built on the latest advancements in natural language processing (NLP) and deep learning, enabling it to generate high-quality and coherent text even in a wide range of styles and formats.
5. Copysmith
Copysmith offers a powerful AI-powered Text Generator that has the ability to generate content in a variety of formats, including product descriptions, social media posts, and marketing emails, specifically optimized to fit the given platform. Additionally, Copysmith’s solution uses advanced NLP techniques to analyze existing text and generate new content that is unique, relevant, and accurate.
6. DeepAI
DeepAI provides a comprehensive API that leverages the latest advancements in deep learning and NLP technologies, making it stand out for creating coherent and semantically meaningful content. Additionally, DeepAI’s technology is able to generate text in multiple languages, including English, Spanish, French, German, and more.
7. GooseAI
GooseAI offers a range of innovative solutions, specifically designed to generate high-quality, SEO-friendly content that is tailored to the needs of businesses across various industries. The technology is capable of writing content in multiple formats, including blog posts, social media updates, and product descriptions, helping businesses improve their online visibility and drive more traffic to their website.
8. NLP Cloud
NLP Cloud is a leading provider in natural language processing models. Their Text Generation API uses state-of-the-art deep learning algorithms to create text that is natural, fluent, and relevant to the given topic. Additionally, NLP Cloud’s solution is highly scalable that can be easily integrated into any application or platform and can handle large volumes of requests with ease.
9. Open AI — Available on Eden AI
OpenAI utilizes the advanced GPT-3.5 architecture to generate high-quality and diverse text content for a wide range of applications, in several languages. Additionally, the API boasts a massive training corpus that includes a vast range of topics and styles, resulting in more natural and sophisticated language generation. Furthermore, OpenAI’s API is continuously updated and improved, ensuring that users have access to the latest advancements in NLP.
10. TextCortex
TextCortex provides an easy-to-use Text Generation API that leverages the latest advancements in NLP to produce high-quality and diverse text content. This technology allows users to fine-tune the generated text by controlling the tone, style, and even domain-specific terminology. Additionally, TextCortex’s training data comes from a wide range of sources, including web pages, social media, and news articles, resulting in a more comprehensive and diverse language generation. The API is also highly scalable, enabling users to generate large volumes of text in real time.
11. Writesonic
WriteSonic offers users a comprehensive and easy-to-use platform for generating high-quality and engaging text content with just a few clicks. The company features a wide range of templates and prompts to help users generate content quickly and easily. Additionally, the API is designed to create content that is optimized for SEO, making it an excellent tool for content marketers and businesses looking to improve their online presence.
Performance variations of Text Generation APIs
For all companies who use Text Generation in their software: cost and performance are real concerns. The Text Generation market is quite dense and all those providers have their benefits and weaknesses.
Performances of Text Generation APIs vary according to the specificity of data used by each AI engine for their model training.
Performance variations across languages
Text Generatiors perform differently depending on the language of the text and some providers are specialized in specific languages. Different specificities exist:
- Region specialties: some Text Generation APIs improve their machine learning algorithm to make them accurate for text in specific languages spoken in particular countries or regions. For example, some APIs perform well in English (US, UK, Canada, South Africa, Singapore, Hong Kong, Ghana, Ireland, Australia, India, etc.), while others are specialized in Asian languages (Korean, Japanese, Chinese, etc.).
- Rare language specialty: some Text Generation providers care about rare languages and dialects. You can find Text Generation APIs that allow you to process text in Gujarati, Marathi, Burmese, Pashto, Zulu, Swahili, etc.
Performance variations according to fields
Some Text Generation APIs trained their engine with specific data. This means that some AI Text Generators will perform better for generating informative news and articles, while others will perform better for creating engaging content on social media.
Why choose Eden AI to manage your Text Generation APIs
Companies and developers from a wide range of industries (Social Media, Retail, Health, Finances, Law, etc.) use Eden AI’s unique API to easily integrate Text Generation tasks in their cloud-based applications, without having to build their own solutions.
Eden AI offers multiple AI APIs on its platform amongst several technologies: Text-to-Speech, Language Detection, Sentiment Analysis, Logo Detection, Question Answering, Data Anonymization, Speech Recognition, and so forth.
We want our users to have access to multiple Text Generation engines and manage them in one place so they can reach high performance, optimize cost and cover all their needs. There are many reasons for using multiple APIs:
- Fallback provider is the ABCs: You need to set up a provider API that is requested if and only if the main Text Generation API does not perform well (or is down). You can use confidence score returned or other methods to check provider accuracy.
- Performance optimization: After the testing phase, you will be able to build a mapping of providers’ performance based on the criteria you have chosen (languages, fields, etc.). Each data that you need to process will then be sent to the best Text Generation API.
- Cost — Performance ratio optimization: You can choose the cheapest Text Generator that performs well for your data.
- Combine multiple AI APIs: This approach is required if you look for extremely high accuracy. The combination leads to higher costs but allows your AI service to be safe and accurate because Text Generation APIs will validate and invalidate each other for each piece of data.
How Eden AI can help you?
Eden AI is the future of AI usage in companies: our app allows you to call multiple AI APIs.
- Centralized and fully monitored billing on Eden AI for all Text Generation APIs
- Unified API for all providers: simple and standard to use, quick switch between providers, access to the specific features of each provider
- Standardized response format: the JSON output format is the same for all suppliers thanks to Eden AI’s standardization work. The response elements are also standardized thanks to Eden AI’s powerful matching algorithms.
- The best Artificial Intelligence APIs in the market are available: big cloud providers (Google, AWS, Microsoft, and more specialized engines)
- Data protection: Eden AI will not store or use any data. Possibility to filter to use only GDPR engines.
You can see Eden AI documentation here.
Next step in your project
The Eden AI team can help you with your Text Generation integration project. This can be done by :
- Organizing a product demo and a discussion to better understand your needs. You can book a time slot on this link: Contact
- By testing the public version of Eden AI for free: however, not all providers are available on this version. Some are only available on the Enterprise version.
- By benefiting from the support and advice of a team of experts to find the optimal combination of providers according to the specifics of your needs
- Having the possibility to integrate on a third-party platform: we can quickly develop connectors.
