Best AI tools for< Fact-checkers >

Logically is an AI-powered platform that helps governments, NGOs, and enterprise organizations detect and address harmful and deliberately inaccurate information online. The platform combines artificial intelligence with human expertise to deliver actionable insights and reduce the harms associated with misleading or deceptive information. Logically offers services such as Analyst Services, Logically Intelligence, Point Solutions, and Trust and Safety, focusing on threat detection, online narrative detection, intelligence reports, and harm reduction. The platform is known for its expertise in analysis, data science, and government affairs, providing solutions for various sectors including Corporate, Defense, Digital Platforms, Elections, National Security, and NGO Solutions.

TrueBees is an AI-powered deepfakes detector designed to identify AI-generated portraits shared on social media and prevent their dissemination. It offers a quick and easy way to verify image trustworthiness, helping users combat deepfakes and disinformation. TrueBees is specifically tailored for professionals in the media industry and law firms, providing a reliable solution for fact-checking and ensuring the authenticity of visual content used in various contexts.

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.

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.

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.

Originality AI is a comprehensive toolset designed for website owners, content marketers, writers, and publishers to ensure integrity in content creation. It offers AI Plagiarism Checker, Fact Checker, and Readability Checker. The tool helps users detect AI-generated content, paraphrased text, and plagiarism accurately. It is built to assist publishers, agencies, writers, and content marketing agencies in verifying the originality of content, managing team access, and enhancing content quality.

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.

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.

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.

InVID is a knowledge verification platform that helps detect emerging stories and assess the reliability of newsworthy video files and content spread via social media. It provides tools and services to help users verify the authenticity of videos and identify potential misinformation.

TrueMedia.org is a non-profit, non-partisan organization that fights political deepfakes. They offer a free AI-enabled deepfake detector to help newsrooms and the public identify and combat AI-manipulated content.

BS Detector is an AI tool designed to help users determine the credibility of information by analyzing text or images for misleading or false content. Users can input a link, upload a screenshot, or paste text to receive a BS (Bullshit) rating. The tool leverages AI algorithms to assess the accuracy and truthfulness of the provided content, offering users a quick and efficient way to identify potentially deceptive information.

TAID is a cutting-edge AI tool that specializes in analyzing text to determine whether it was created by a human or generated by artificial intelligence models like ChatGPT. It helps users combat misinformation, ensure transparency, and maintain trust in online communication by verifying the authenticity of the text they encounter. TAID utilizes advanced machine learning algorithms to achieve impressive accuracy in detecting AI-generated content, offering a free detection service with unlimited usage and no hidden fees or subscriptions.

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.

LongShot is an AI co-pilot tool designed to plan, generate, and optimize content products. It offers features like Content Planner, AI Workflows, SEO Checker, AI Interlinking, and Glossary Integrations to help users create high-quality, SEO-friendly content. LongShot aims to revolutionize content strategy by blending creativity and optimization, providing fact-checked content, one-click SEO optimization, and automated internal linking. The tool caters to content creators, marketers, and agencies, offering a comprehensive platform for content ideation, creation, and optimization.

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.

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.

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.

Mind Meld Canvas AI is an AI-powered content generation tool that helps users create high-quality written content quickly and effortlessly. Users can input their requirements, prompts, or context, and the tool generates personalized content for various purposes such as blog posts, emails, social media posts, and more. The tool offers a range of templates and advanced options to enhance the quality of the output. With features like AI blog writing, content summarization, and editing capabilities, Mind Meld Canvas AI aims to streamline the content creation process for individuals and businesses.

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.

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 provides a curated list of papers, datasets, and resources related to the detection and mitigation of hallucinations in large language models (LLMs). Hallucinations refer to the generation of factually incorrect or nonsensical text by LLMs, which can be a significant challenge for their use in real-world applications. The resources in this repository aim to help researchers and practitioners better understand and address this issue.

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.

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.

Recent LLM (Large Language Models)-based CV and multi-modal works.

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.

Convoscope is a suite of smart glasses and web tools designed to augment conversations by providing live proactive agents that answer questions, offer definitions, insights, and alternative viewpoints. It includes features like 'Mira' AI Assistant, Convoscope Proactive AI Agents, Language Learning app, Screen Mirror functionality, and upcoming features such as Live Captions, ADHD Glasses, and Live Language Translation. The tool supports various smart glasses models and Android 12+ phones, offering a unique experience for real-life conversations, meetings, and video calls.

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.

The awesome-langchain-zh repository is a collection of resources related to LangChain, a framework for building AI applications using large language models (LLMs). The repository includes sections on the LangChain framework itself, other language ports of LangChain, tools for low-code development, services, agents, templates, platforms, open-source projects related to knowledge management and chatbots, as well as learning resources such as notebooks, videos, and articles. It also covers other LLM frameworks and provides additional resources for exploring and working with LLMs. The repository serves as a comprehensive guide for developers and AI enthusiasts interested in leveraging LangChain and LLMs for various applications.

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.

TigerGraph CoPilot is an AI assistant that combines graph databases and generative AI to enhance productivity across various business functions. It includes three core component services: InquiryAI for natural language assistance, SupportAI for knowledge Q&A, and QueryAI for GSQL code generation. Users can interact with CoPilot through a chat interface on TigerGraph Cloud and APIs. CoPilot requires LLM services for beta but will support TigerGraph's LLM in future releases. It aims to improve contextual relevance and accuracy of answers to natural-language questions by building knowledge graphs and using RAG. CoPilot is extensible and can be configured with different LLM providers, graph schemas, and LangChain tools.

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 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.

This project provides a proof of concept for deploying a scalable, serverless LLM Generative AI inference engine on AWS Lambda. It leverages the llama.cpp project to enable the usage of more accessible CPU and RAM configurations instead of limited and expensive GPU capabilities. By deploying a container with the llama.cpp converted models onto AWS Lambda, this project offers the advantages of scale, minimizing cost, and maximizing compute availability. The project includes AWS CDK code to create and deploy a Lambda function leveraging your model of choice, with a FastAPI frontend accessible from a Lambda URL. It is important to note that you will need ggml quantized versions of your model and model sizes under 6GB, as your inference RAM requirements cannot exceed 9GB or your Lambda function will fail.

LionAGI is a powerful intelligent workflow automation framework that introduces advanced ML models into any existing workflows and data infrastructure. It can interact with almost any model, run interactions in parallel for most models, produce structured pydantic outputs with flexible usage, automate workflow via graph based agents, use advanced prompting techniques, and more. LionAGI aims to provide a centralized agent-managed framework for "ML-powered tools coordination" and to dramatically lower the barrier of entries for creating use-case/domain specific tools. It is designed to be asynchronous only and requires Python 3.10 or higher.

Zep is a long-term memory service for AI Assistant apps. With Zep, you can provide AI assistants with the ability to recall past conversations, no matter how distant, while also reducing hallucinations, latency, and cost. Zep persists and recalls chat histories, and automatically generates summaries and other artifacts from these chat histories. It also embeds messages and summaries, enabling you to search Zep for relevant context from past conversations. Zep does all of this asyncronously, ensuring these operations don't impact your user's chat experience. Data is persisted to database, allowing you to scale out when growth demands. Zep also provides a simple, easy to use abstraction for document vector search called Document Collections. This is designed to complement Zep's core memory features, but is not designed to be a general purpose vector database. Zep allows you to be more intentional about constructing your prompt: 1. automatically adding a few recent messages, with the number customized for your app; 2. a summary of recent conversations prior to the messages above; 3. and/or contextually relevant summaries or messages surfaced from the entire chat session. 4. and/or relevant Business data from Zep Document Collections.

Searches the web's verified fact-checkers to evaluate facts and claims

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

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

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

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

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

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

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

How trustworthy is this article?

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.

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.

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

Less hallucination by requiring sources for facts

Verifying Reality: I scrutinize text messages and media to reveal the real story, defeating misinformation and fake news.

Detects and measures information credibility. Provides a "BS Score" (0-100) based on content analysis for misinformation signs, including factual inaccuracies and sensationalist language. Real-time feedback.

Investigates and dispels widespread urban legends and misconceptions.

Evaluates link credibility, based on detailed factual analysis.

Highly accurate and reliable, ensures information is 100% correct, never hallucinates.