AI Content Detection API, also called AI Text Detection, automatically recognizes and differentiates text content produced by Artificial Intelligence (AI) systems. This requires training AI models to identify patterns, language features, and distinct attributes unique to AI-generated text.
This process generally entails compiling and organizing datasets that comprise both human-created and AI-created text samples. By examining these examples, the AI models acquire the ability to distinguish between text produced by humans and text produced by AI systems.
This allows the identification and detection of AI-created content, which is critical in various areas such as content regulation, detecting plagiarism, and ensuring transparency and accountability in online communication.
For users seeking a cost-effective engine, opting for an open-source model is the recommended choice. Here is the list of the best AI Content Detection Open Source Models:
The AI Detector API is a solution for businesses to detect automated content creation using machine learning algorithms. It accurately identifies machine-generated content by analyzing metrics such as sentence structure, grammar, and syntax.
This tool is especially useful for businesses relying on content creation for marketing, helping them distinguish between human and machine-generated content.
GLTR (Giant Language Model Test Room) inspects the visual footprint of automatically generated text. GLTR aims to take the same models that are used to generate fake text as a tool for detection.
GLTR has access to the GPT-2 117M language model from OpenAI.
GPTZero is an artificial intelligence model equipped with mathematical algorithms designed to discern whether a given text is authored by a human or generated by AI.
The media has generated considerable buzz around GPTZero for its ability to identify sentences produced by ChatGPT which has proven to be particularly beneficial for educational institutions. Despite the closed-source implementation, this serves as a replication of the solution.*
This directory contains code for a GPT-2 output detector model, created by fine-tuning a RoBERTa model with outputs from the 1.5B-parameter GPT-2 model.
The dataset includes 250,000 documents from the WebText test set and, for each GPT-2 model trained on the WebText training set, 250,000 random samples (temperature 1, no truncation) and 250,000 samples generated with Top-K 40 truncation.
TypeTruth is a Python library that detects whether a text is written by a human or AI. Ideal for fact-checking and content validation in the age of AI content generators.
It offers AI Content Detection at paragraph Level as well as sentence Level. The solution also provides visualizations to better understand the detection results, such as bar plots and heat maps.
While open-source models offer many advantages, they also come with some potential drawbacks and challenges. Here are some cons of using open-source models:
Given the potential costs and challenges related to open-source models, one cost-effective solution is to use APIs. Eden AI smoothens the incorporation and implementation of AI technologies with its API, connecting to multiple AI engines.
Eden AI presents a broad range of AI APIs on its platform, customized to suit your specific needs and financial limitations. These technologies include data parsing, language identification, sentiment analysis, logo recognition, question answering, data anonymization, speech recognition, and numerous other capabilities.
To get started, we offer free $5 credits for you to explore our APIs.
Our standardized API enables you to integrate Keyword Extraction APIs into your system with ease by utilizing various providers on Eden AI. Here is the list (in alphabetical order):
The Originality.AI tool identifies and evaluates how unique your text is. It was created for content marketers and SEO experts and incorporates AI detectors including Chat GPT, Bard, Paraphrasing, and GPT-4, which are incredibly precise. By using this advanced NLP algorithm-based system, it efficiently recognizes similarities, plagiarism, and duplications.
The Originality.AI tool identifies and evaluates how unique your text is. Consequently, your writing will be pure and original when you use OriginalityAI. It has outstanding precision, where GPT-4 obtains a 99% accuracy rate, and ChatGPT (driven by GPT-4) attains 83%. Furthermore, it has an extremely low erroneous acceptance rate of about 2%.
Sapling API is a powerful tool for recognizing content through artificial intelligence, acting as a language model assistant for customer-facing teams with doubly responsive performance. It allows businesses to efficiently identify and organize content for various platforms while ensuring heightened security and compliance.
With a machine learning system trained on millions of English sentences, Sapling detects 60% more errors in language quality compared to other spelling and grammar checkers. No improvement is necessary. The given text already adheres to the principles or lacks context. The given text already adheres to the principles or lacks context.
With unmatched accuracy and efficiency, Winston AI API is a cutting-edge solution that revolutionizes AI content detection. Winston AI API enables organizations to easily evaluate and categorize vast amounts of content using the latest algorithms, facilitating effective moderation and risk mitigation. According to Winston AI, it is the only AI detector with a 99.6% accuracy rate in French and English.
Its model is updated to take into account all major LLM updates, including GPT-4, Bard, ChatGPT, Claude and many others, and its rich features and easy integration make it a game changer in the field of content detection and management.
Eden AI offers a user-friendly platform for evaluating pricing information from diverse API providers and monitoring price changes over time. As a result, keeping up-to-date with the latest pricing is crucial. The pricing chart below outlines the rates for smaller quantities for November 2023, as well as you can get discounts for potentially large volumes.
Eden AI is the future of AI usage in companies: our app allows you to call multiple AI APIs.
You can see Eden AI documentation here.
The Eden AI team can help you with your Keyword Extraction integration project. This can be done by :