Best AI tools for< Fact Checking >

Fact Check Anything (FCA) is a browser extension that allows users to fact-check information on the internet. It uses AI to verify statements and provide users with reliable sources. FCA is available for all browsers using the Chromium engine on Windows or MacOS. It is easy to use and can be used on any website. FCA is a valuable tool for anyone who wants to stay informed and fight against misinformation.

Filtir is a fact-checking ChatGPT Plugin that assesses the veracity of factual claims in written text by providing evidence to support or flag claims as 'unsupported'. It aims to combat misinformation by helping content authors verify the accuracy of their content. Filtir also offers a web app version for easy access and usage.

Mind Meld Canvas AI is an AI content generation tool that helps users create high-quality content for various purposes such as blog posts, emails, social media, and more. Users can input prompts or contexts, and the tool swiftly generates personalized copy, saving time and effort. With features like template selection, prompt customization, and content editing, Mind Meld Canvas AI empowers businesses to enhance their marketing campaigns and boost productivity.

Katteb is an AI-powered writing software that utilizes rigorous fact-checking techniques to deliver you content of the highest credibility. It ensures to provide you with reliable information supported by credible sources and in-text citations. By using Katteb, you can significantly enhance your credibility and trust score in search engines.

Journalist's Toolbox AI is a comprehensive platform designed to equip journalists with the latest AI-driven tools and resources to enhance their reporting and storytelling capabilities. The website offers a wide range of features and training materials to help journalists stay ahead in the rapidly evolving digital journalism landscape. From fact-checking and summarization tools to AI productivity and editing tools, Journalist's Toolbox AI provides a one-stop solution for journalists looking to leverage AI technology in their work. With a focus on empowering journalists with innovative tools and best practices, the platform serves as a valuable resource for professionals and aspiring journalists alike.

Sourcer AI is an AI-powered fact-checking tool that provides real-time assessments of source credibility and bias in online information. It revolutionizes the evaluation process by using cutting-edge artificial intelligence to uncover reputability ratings and political biases of online sources, helping users combat misinformation and make informed decisions.

TrueBees is a deepfakes detector application designed to verify the trustworthiness of images shared on social media. It utilizes AI technology to detect AI-generated portraits and prevent their dissemination online. The tool is specifically tailored for media professionals and law firms to ensure the authenticity of images used in news articles, legal cases, and social media posts. TrueBees aims to combat the spread of deepfakes and disinformation by providing a reliable solution for image verification.

VerifactAI is a tool that helps users verify facts. It is a web-based application that allows users to input a claim and then provides evidence to support or refute the claim. VerifactAI uses a variety of sources to gather evidence, including news articles, academic papers, and social media posts. The tool is designed to be easy to use and can be used by anyone, regardless of their level of expertise.

Critique is an AI tool that redefines browsing by offering autonomous fact-checking, informed question answering, and a localized universal recommendation system. It automatically critiques comments and posts on platforms like Reddit, Youtube, and Linkedin by vetting text on any website. The tool cross-references and analyzes articles in real-time, providing vetted and summarized information directly in the user's browser.

Genaios is an AI-powered web application and Chrome plugin that helps users detect and verify the authenticity of online information, particularly in distinguishing between real content and AI-generated texts. With the power of AI, Genaios enables users to fact-check documents, validate sources, and identify AI-generated texts in multiple languages. The application aims to combat fake news and information overload on the internet, providing a reliable solution for users to trust the media again.

OneAI's GPT Agent is a website enhancement tool that utilizes AI technology to transform a website into a proactive GPT agent, boosting engagement and sales. It empowers businesses to customize their agent, set goals and behaviors, and gain insights into user queries through powerful analytics. The agent is designed to guide users proactively, providing personalized responses based on the website's content and built-in fact-checking capabilities. It enables businesses to collect hot leads, understand customer interactions, and refine their offerings. With its ease of use, brands can effortlessly craft their AI, ensuring alignment with their brand voice and style. The GPT Agent is particularly valuable for eCommerce, SaaS companies, and enterprises, helping them convert website visitors into loyal buyers, qualified leads, and high-value prospects.

Simbo AI is a Gen AI platform designed for healthcare enterprises, offering autonomous applications for medical practice automation. It combines LLM and symbolic knowledge bases to provide hallucination-free responses. The platform is fully controllable, consistent, secure, and responsible, ensuring accurate and reliable AI interactions. Simbo AI utilizes Symbolic RAG technology with Lossless NLU for exact search and fact-checking capabilities. It aims to automate medical practices, reduce costs, and improve patient care, ultimately enhancing the lives of doctors and patients.

Novus Writer is a customizable, on-premise AI and LLM solution designed to enhance efficiency in various business functions, including sales, finance, customer support, and more. It offers a range of features such as plagiarism detection, long-form generation, proofreading, fact checking, and custom AI agents. Novus Writer is trusted by enterprises for its streamlined processes, advanced data analysis capabilities, and compliance with industry standards.

AIBypasser is an AI tool designed to humanize AI-generated text and bypass AI detection. It offers custom-trained AI models to make text sound more human and less robotic, preserving the original meaning of the content. The tool helps users avoid being flagged as AI content by various detectors and improves search engine visibility. AIBypasser features quality paraphrasing, fact-checking, and rewriting capabilities to enhance the fluency and readability of AI-generated text.

Sentelo is an AI tool that offers fast and reliable information retrieval using a combination of GPT models and fast Information Retrieval technology. It provides fact-checked and up-to-date information with links to relevant resources. Sentelo is designed to help users read, write, and learn faster by offering personalized functions and prompts. It is accessible, fast, and available 24/7, making it a valuable AI learning copilot for boosting creativity, understanding complex topics, summarizing content, and generating ideas.

Debunkd AI Fact Checker was a pioneering AI application that provided accurate information to users by debunking myths and verifying facts. Despite facing challenges in sustainable monetization, the platform aimed to deliver reliable content to its audience. The shutdown announcement expressed gratitude to users and hinted at a potential relaunch in the future.

Bramework is an AI-powered writing assistant that helps bloggers create high-quality, SEO-optimized content in a fraction of the time. With Bramework, you can generate blog post ideas, outlines, and full drafts in minutes. The tool also includes a plagiarism checker and a grammar checker to help you ensure that your content is error-free.

ZeroGPTDetector is a website that focuses on verifying human users and ensuring secure connections. It performs security checks to prevent automated bots from accessing the site. Users may encounter a brief waiting period during the verification process. The site utilizes JavaScript and cookies for seamless browsing. Powered by Cloudflare, ZeroGPTDetector prioritizes performance and security for a safe online experience.

Facts Generator AI is a free innovative online tool designed to quench the thirst for knowledge of curious minds across the globe. This cutting-edge platform harnesses the power of artificial intelligence to generate accurate, interesting, and diverse facts about a wide array of subjects ranging from the mysteries of the universe to historical events, scientific discoveries, cultural nuances, and much more. Whether you're a student seeking to broaden your horizons, a teacher looking to enrich your lessons, a content creator in search of inspiration, or simply a trivia enthusiast eager to learn something new every day, Facts Generator AI is tailored to meet your needs. With an intuitive interface and a sophisticated AI at its core, this tool offers a seamless and engaging experience, making the exploration of knowledge both effortless and fascinating.

Rio is an AI-powered news anchor that provides users with fact-checked news from credible sources. It uses AI to identify global news that users might be missing and personalizes the news briefing based on user preferences. Rio offers full-length articles without ads or cookie banners and allows users to listen to the news instead of reading it.

MiniCheck is an efficient fact-checking tool designed to verify claims against grounding documents using large language models. It provides a sentence-level fact-checking model that can be used to evaluate the consistency of claims with the provided documents. MiniCheck offers different models, including Bespoke-MiniCheck-7B, which is the state-of-the-art and commercially usable. The tool enables users to fact-check multi-sentence claims by breaking them down into individual sentences for optimal performance. It also supports automatic prefix caching for faster inference when repeatedly fact-checking the same document with different claims.

LLM-for-misinformation-research is a curated paper list of misinformation research using large language models (LLMs). The repository covers methods for detection and verification, tools for fact-checking complex claims, decision-making and explanation, claim matching, post-hoc explanation generation, and other tasks related to combating misinformation. It includes papers on fake news detection, rumor detection, fact verification, and more, showcasing the application of LLMs in various aspects of misinformation research.

Loki is an open-source tool designed to automate the process of verifying the factuality of information. It provides a comprehensive pipeline for dissecting long texts into individual claims, assessing their worthiness for verification, generating queries for evidence search, crawling for evidence, and ultimately verifying the claims. This tool is especially useful for journalists, researchers, and anyone interested in the factuality of information.

The 'llm-misinformation-survey' repository is dedicated to the survey on combating misinformation in the age of Large Language Models (LLMs). It explores the opportunities and challenges of utilizing LLMs to combat misinformation, providing insights into the history of combating misinformation, current efforts, and future outlook. The repository serves as a resource hub for the initiative 'LLMs Meet Misinformation' and welcomes contributions of relevant research papers and resources. The goal is to facilitate interdisciplinary efforts in combating LLM-generated misinformation and promoting the responsible use of LLMs in fighting misinformation.

This repository focuses on unraveling the sources that large language models tap into for attribution or citation. It delves into the origins of facts, their utilization by the models, the efficacy of attribution methodologies, and challenges tied to ambiguous knowledge reservoirs, biases, and pitfalls of excessive attribution.

NeMo Guardrails is an open-source toolkit for easily adding _programmable guardrails_ to LLM-based conversational applications. Guardrails (or "rails" for short) are specific ways of controlling the output of a large language model, such as not talking about politics, responding in a particular way to specific user requests, following a predefined dialog path, using a particular language style, extracting structured data, and more.

This repository is a curated list of research papers that explore the integration of Large Language Model (LLM) technology with tabular data. It aims to provide a comprehensive resource for researchers and practitioners interested in this emerging field. The repository includes papers on a wide range of topics, including table-to-text generation, table question answering, and tabular data classification. It also includes a section on related datasets and resources.

The LLM RAG Workshop repository provides a workshop on using Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) to generate and understand text in a human-like manner. It includes instructions on setting up the environment, indexing Zoomcamp FAQ documents, creating a Q&A system, and using OpenAI for generation based on retrieved information. The repository focuses on enhancing language model responses with retrieved information from external sources, such as document databases or search engines, to improve factual accuracy and relevance of generated text.

LLMWare is a framework for quickly developing LLM-based applications including Retrieval Augmented Generation (RAG) and Multi-Step Orchestration of Agent Workflows. This project provides a comprehensive set of tools that anyone can use - from a beginner to the most sophisticated AI developer - to rapidly build industrial-grade, knowledge-based enterprise LLM applications. Our specific focus is on making it easy to integrate open source small specialized models and connecting enterprise knowledge safely and securely.

KG-LLM-Papers is a repository that collects papers integrating knowledge graphs (KGs) and large language models (LLMs). It serves as a comprehensive resource for research on the role of KGs in the era of LLMs, covering surveys, methods, and resources related to this integration.

LLaMA Factory is a unified framework for fine-tuning 100+ large language models (LLMs) with various methods, including pre-training, supervised fine-tuning, reward modeling, PPO, DPO and ORPO. It features integrated algorithms like GaLore, BAdam, DoRA, LongLoRA, LLaMA Pro, LoRA+, LoftQ and Agent tuning, as well as practical tricks like FlashAttention-2, Unsloth, RoPE scaling, NEFTune and rsLoRA. LLaMA Factory provides experiment monitors like LlamaBoard, TensorBoard, Wandb, MLflow, etc., and supports faster inference with OpenAI-style API, Gradio UI and CLI with vLLM worker. Compared to ChatGLM's P-Tuning, LLaMA Factory's LoRA tuning offers up to 3.7 times faster training speed with a better Rouge score on the advertising text generation task. By leveraging 4-bit quantization technique, LLaMA Factory's QLoRA further improves the efficiency regarding the GPU memory.

LLM-PowerHouse is a comprehensive and curated guide designed to empower developers, researchers, and enthusiasts to harness the true capabilities of Large Language Models (LLMs) and build intelligent applications that push the boundaries of natural language understanding. This GitHub repository provides in-depth articles, codebase mastery, LLM PlayLab, and resources for cost analysis and network visualization. It covers various aspects of LLMs, including NLP, models, training, evaluation metrics, open LLMs, and more. The repository also includes a collection of code examples and tutorials to help users build and deploy LLM-based applications.

TrustLLM is a comprehensive study of trustworthiness in LLMs, including principles for different dimensions of trustworthiness, established benchmark, evaluation, and analysis of trustworthiness for mainstream LLMs, and discussion of open challenges and future directions. Specifically, we first propose a set of principles for trustworthy LLMs that span eight different dimensions. Based on these principles, we further establish a benchmark across six dimensions including truthfulness, safety, fairness, robustness, privacy, and machine ethics. We then present a study evaluating 16 mainstream LLMs in TrustLLM, consisting of over 30 datasets. The document explains how to use the trustllm python package to help you assess the performance of your LLM in trustworthiness more quickly. For more details about TrustLLM, please refer to project website.

LangChain is an amazing framework to get LLM projects done in a matter of no time, and the ecosystem is growing fast. Here is an attempt to keep track of the initiatives around LangChain. Subscribe to the newsletter to stay informed about the Awesome LangChain. We send a couple of emails per month about the articles, videos, projects, and tools that grabbed our attention Contributions welcome. Add links through pull requests or create an issue to start a discussion. Please read the contribution guidelines before contributing.

Notes on AI state of the art, with a focus on generative and large language models. These are the "raw materials" for the https://lspace.swyx.io/ newsletter. This repo used to be called https://github.com/sw-yx/prompt-eng, but was renamed because Prompt Engineering is Overhyped. This is now an AI Engineering notes repo.

This leaderboard evaluates the hallucination rate of various Large Language Models (LLMs) when summarizing documents. It uses a model trained by Vectara to detect hallucinations in LLM outputs. The leaderboard includes models from OpenAI, Anthropic, Google, Microsoft, Amazon, and others. The evaluation is based on 831 documents that were summarized by all the models. The leaderboard shows the hallucination rate, factual consistency rate, answer rate, and average summary length for each model.

The 'llms-tools' repository is a comprehensive collection of AI tools, open-source projects, and research related to Large Language Models (LLMs) and Chatbots. It covers a wide range of topics such as AI in various domains, open-source models, chats & assistants, visual language models, evaluation tools, libraries, devices, income models, text-to-image, computer vision, audio & speech, code & math, games, robotics, typography, bio & med, military, climate, finance, and presentation. The repository provides valuable resources for researchers, developers, and enthusiasts interested in exploring the capabilities of LLMs and related technologies.

FactCheck Navigator GPT is designed for in-depth fact checking and analysis of written content and evaluation of its source. The approach is to iterate through predefined and well-prompted steps. If desired, the user can refine the process by providing input between these steps.

A helpful guide for understanding the paper "Artificial intelligence is ineffective and potentially harmful for fact checking"

Unashamedly engages in bothsidesism, without fear or favor, but with rigorous fact-checking.

A dedicated, detail-oriented fact-checker for journalistic content.

Helps reporters and writers with investigative research, interview questions and fact-checking for accurate reporting.

Scientific therapist with web-search for fact-checking thoughts.

Débunker d'infos, vérificateur de photos, avec analyse de sentiments, résumés automatiques, alertes personnalisées, cartographie des sources et éducation aux médias.

Finance fact-checker with accuracy scoring, using sources like NerdWallet, Investopedia, BEA, and St. Louis Fed.

Fact-checker with a flair for humor, culture, and calling out myth-believers - Now in Ukrainian!

Reliable News Fact-Checker and Analyst, delivering accurate news insights.

Less hallucination by requiring sources for facts

Investigates and dispels widespread urban legends and misconceptions.

Fantastiska lögner! skapar falska faktatexter. Den ska användas ihop med GPTn Visste du att? som skapar sanna texter. Låt Lögn eller sanning? generera några texter och låt sedan eleverna veta att du bland de sanna texterna gömt några lömska falska texter.

多様な分野の専門家、オンラインで事実確認、多言語対応、徹底的で粘り強い。

Digital detective for conspiracy theories using facts, web research, and the TAP theory method

Evaluates link credibility, based on detailed factual analysis.

如名所示，我帮你核查事实性信息，分析逻辑谬误，训练并增强你的批判性思维肌肉。

I analyze political bias in news, offering neutral, factual insights.

Debunks misinformation with structured, evidence-based responses and citations.

Provides current facts with supporting and counter-evidence for balance.