Best AI tools for< Monitor Data Drift >
20 - AI tool Sites
Evidently AI
Evidently AI is an open-source machine learning (ML) monitoring and observability platform that helps data scientists and ML engineers evaluate, test, and monitor ML models from validation to production. It provides a centralized hub for ML in production, including data quality monitoring, data drift monitoring, ML model performance monitoring, and NLP and LLM monitoring. Evidently AI's features include customizable reports, structured checks for data and models, and a Python library for ML monitoring. It is designed to be easy to use, with a simple setup process and a user-friendly interface. Evidently AI is used by over 2,500 data scientists and ML engineers worldwide, and it has been featured in publications such as Forbes, VentureBeat, and TechCrunch.
Censius
Censius is an AI Observability Platform for Enterprise ML Teams. It provides end-to-end visibility of structured and unstructured production models, enabling proactive model management and continuous delivery of reliable ML. Key features include model monitoring, explainability, and analytics.
Radicalbit
Radicalbit is an MLOps and AI Observability platform that helps businesses deploy, serve, observe, and explain their AI models. It provides a range of features to help data teams maintain full control over the entire data lifecycle, including real-time data exploration, outlier and drift detection, and model monitoring in production. Radicalbit can be seamlessly integrated into any ML stack, whether SaaS or on-prem, and can be used to run AI applications in minutes.
Octolens
Octolens is an AI social listening tool that helps monitor keyword mentions on various social and community platforms. It provides real-time notifications for mentions on platforms like Twitter, LinkedIn, GitHub, and more. The tool uses AI to track conversations, complaints, and requests related to your product category, enabling businesses to engage with their audience effectively and stay informed about relevant discussions online.
Browse AI
Browse AI is an AI-powered tool that allows users to easily extract and monitor data from any website without the need for coding. With prebuilt robots and over 7,000 integrations, users can train robots in minutes to extract specific data, monitor changes, and automate tasks. The tool offers features like data extraction, monitoring, prebuilt robots for popular use cases, and integration with various applications. Browse AI is trusted by over 370,000 individuals and teams for its ease of use, efficiency, and time-saving capabilities.
Lightup
Lightup is a cloud data quality monitoring tool with AI-powered anomaly detection, incident alerts, and data remediation capabilities for modern enterprise data stacks. It specializes in helping large organizations implement successful and sustainable data quality programs quickly and easily. Lightup's pushdown architecture allows for monitoring data content at massive scale without moving or copying data, providing extreme scalability and optimal automation. The tool empowers business users with democratized data quality checks and enables automatic fixing of bad data at enterprise scale.
Qubinets
Qubinets is a cloud data environment solutions platform that provides building blocks for building big data, AI, web, and mobile environments. It is an open-source, no lock-in, secured, and private platform that can be used on any cloud, including AWS, Digital Ocean, Google Cloud, and Microsoft Azure. Qubinets makes it easy to plan, build, and run data environments, and it streamlines and saves time and money by reducing the grunt work in setup and provisioning.
illumex
illumex is a generative semantic fabric platform designed to streamline the process of data and analytics interpretation and rationalization for complex enterprises. It offers augmented analytics creation, suggestive data and analytics utilization monitoring, and automated knowledge documentation to enhance agentic performance for analytics. The platform aims to solve the challenges of traditional tedious data analysis, incongruent data and metrics, and tribal knowledge of data teams.
Marketing Dive
Marketing Dive is an AI-powered digital marketing news platform that provides industry professionals with the latest updates, trends, and insights in the marketing world. The platform covers a wide range of topics including social media, brand strategy, advertising, marketing technology, data/analytics, and content marketing. Marketing Dive offers daily newsletters, weekly updates, and in-depth articles to keep marketers informed and engaged with the rapidly evolving landscape of digital marketing.
OpenLIT
OpenLIT is an AI application designed as an Observability tool for GenAI and LLM applications. It empowers model understanding and data visualization through an interactive Learning Interpretability Tool. With OpenTelemetry-native support, it seamlessly integrates into projects, offering features like fine-tuning performance, real-time data streaming, low latency processing, and visualizing data insights. The tool simplifies monitoring with easy installation and light/dark mode options, connecting to popular observability platforms for data export. Committed to OpenTelemetry community standards, OpenLIT provides valuable insights to enhance application performance and reliability.
Browse AI
Browse AI is a web data extraction and monitoring platform that makes it easy, affordable, and reliable for anyone to collect data from the web at scale. It was founded in 2020 with the mission of making the web more accessible and useful for everyone.
MedoSync
MedoSync is an AI-driven health platform that empowers users to monitor and analyze their vital and medical data, leveraging AI to provide personalized insights and recommendations for a healthier life. Users can upload lab results, digitize medical documents, use an AI symptom checker, create accounts for family members, and integrate with their healthcare system. The platform offers easy data export, accuracy in health insights, and personalized health recommendations, with a high user satisfaction rate.
Tradytics
Tradytics is an AI-powered platform that bridges the gap between Wall Street and Retail Traders by simplifying complex trading data, making it accessible and actionable for every trader. The platform offers a comprehensive toolkit with features like options flow, AI trade ideas, advanced analytics, and more, to cater to all types of traders. Tradytics combines news for every stock, summarizes them with AI, and provides data worth millions that were previously only accessible to Wall Street professionals. With a focus on transparency and innovation, Tradytics aims to become a one-stop shop for retail traders, offering high-quality data and tools available on all platforms.
Medical Brain
Medical Brain is an AI-powered clinical assistant designed for both patients and providers. It engages with users to identify health risks and care gaps early, providing actionable insights and guidance to improve outcomes and intercept high-cost ER visits. The platform monitors patients 24/7, aggregates and understands all patient data, and generates real-time actions based on AI clinical decision support and automation. Medical Brain incorporates evidence-based best practices in various clinical modules and continuously learns from user experiences to enhance efficiency and intelligence.
OLY.AI
OLY.AI is an AI-powered bookkeeping solution designed for QuickBooks Online users. It provides instant answers to metric business questions, real-time data analysis, and secure integration with QuickBooks Online. OLY.AI offers custom GPTs for company-specific insights, real-time charts for monitoring KPI data, and 24/7 availability for answering queries. The platform prioritizes data privacy and security by using advanced encryption technology to protect user data. OLY.AI aims to empower metric-driven company culture and facilitate data-driven decision-making.
Blobr
Blobr is an AI tool designed to optimize ad spend effortlessly. It utilizes AI to analyze ad campaigns, ad copies, and performance to identify optimizations that save time and money. By continuously monitoring keywords, KPIs, and products, Blobr provides deep insights and correlations, suggesting improvements and new keywords. The tool helps in budget allocation, finding duplicates, recommending ad changes, and analyzing ad performance data. Blobr operates 24/7, offering proactive insights and recommendations to enhance ad campaigns and improve ROI.
PEAR Health Labs
PEAR Health Labs is a personalized fitness coaching software that offers hyperpersonalized coaching solutions powered by AI to help individuals move smarter, get healthier, and live happier. The platform utilizes data from wearables and biometric feedback to create personalized fitness experiences. PEAR Training Intelligence creates adaptive plans based on proven physiological science, aiming to improve overall health and well-being. The software is cost-effective, scalable, and designed to provide guidance on physical activity regardless of the user's fitness level.
DoubleO AIPURE AI DOUBLE .O.
DoubleO AIPURE AI DOUBLE .O. is an AI automation tool designed for non-developers to easily create powerful AI automations. The tool allows users to give simple instructions, connect tools, and let a team of highly-trained DoubleO AI agents automate complex tasks. It offers pre-built and custom workflows for various teams, such as Sales, Marketing, Product, and Operations. The tool integrates with popular tools like Intercom, Slack, Salesforce, and more, ensuring data security and privacy with end-to-end encryption and compliance with data security standards. Users can benefit from features like automating pre-call prep, analyzing customer feedback, creating launch plans, and maintaining roadmaps.
Overwatch Data
Overwatch Data is a comprehensive open-source intelligence platform that provides real-time understanding and actionable insights tailored for cyber, fraud, security, supply chain, and market intelligence needs. The platform offers customizable monitoring solutions, intuitive data visualizations, executive summaries, and free-form chat capabilities. Users can define topics, narratives, events, and categories of interest, receive tailored alerts, and track and chat with data on the Overwatch platform. The platform aims to save time, cut through noise, and deliver important information directly to the user's team.
Macgence AI Training Data Services
Macgence is an AI training data services platform that offers high-quality off-the-shelf structured training data for organizations to build effective AI systems at scale. They provide services such as custom data sourcing, data annotation, data validation, content moderation, and localization. Macgence combines global linguistic, cultural, and technological expertise to create high-quality datasets for AI models, enabling faster time-to-market across the entire model value chain. With more than 5 years of experience, they support and scale AI initiatives of leading global innovators by designing custom data collection programs. Macgence specializes in handling AI training data for text, speech, image, and video data, offering cognitive annotation services to unlock the potential of unstructured textual data.
20 - Open Source AI Tools
evidently
Evidently is an open-source Python library designed for evaluating, testing, and monitoring machine learning (ML) and large language model (LLM) powered systems. It offers a wide range of functionalities, including working with tabular, text data, and embeddings, supporting predictive and generative systems, providing over 100 built-in metrics for data drift detection and LLM evaluation, allowing for custom metrics and tests, enabling both offline evaluations and live monitoring, and offering an open architecture for easy data export and integration with existing tools. Users can utilize Evidently for one-off evaluations using Reports or Test Suites in Python, or opt for real-time monitoring through the Dashboard service.
radicalbit-ai-monitoring
The Radicalbit AI Monitoring Platform provides a comprehensive solution for monitoring Machine Learning and Large Language models in production. It helps proactively identify and address potential performance issues by analyzing data quality, model quality, and model drift. The repository contains files and projects for running the platform, including UI, API, SDK, and Spark components. Installation using Docker compose is provided, allowing deployment with a K3s cluster and interaction with a k9s container. The platform documentation includes a step-by-step guide for installation and creating dashboards. Community engagement is encouraged through a Discord server. The roadmap includes adding functionalities for batch and real-time workloads, covering various model types and tasks.
awesome-mlops
Awesome MLOps is a curated list of tools related to Machine Learning Operations, covering areas such as AutoML, CI/CD for Machine Learning, Data Cataloging, Data Enrichment, Data Exploration, Data Management, Data Processing, Data Validation, Data Visualization, Drift Detection, Feature Engineering, Feature Store, Hyperparameter Tuning, Knowledge Sharing, Machine Learning Platforms, Model Fairness and Privacy, Model Interpretability, Model Lifecycle, Model Serving, Model Testing & Validation, Optimization Tools, Simplification Tools, Visual Analysis and Debugging, and Workflow Tools. The repository provides a comprehensive collection of tools and resources for individuals and teams working in the field of MLOps.
cleanlab
Cleanlab helps you **clean** data and **lab** els by automatically detecting issues in a ML dataset. To facilitate **machine learning with messy, real-world data** , this data-centric AI package uses your _existing_ models to estimate dataset problems that can be fixed to train even _better_ models.
phoenix
Phoenix is a tool that provides MLOps and LLMOps insights at lightning speed with zero-config observability. It offers a notebook-first experience for monitoring models and LLM Applications by providing LLM Traces, LLM Evals, Embedding Analysis, RAG Analysis, and Structured Data Analysis. Users can trace through the execution of LLM Applications, evaluate generative models, explore embedding point-clouds, visualize generative application's search and retrieval process, and statistically analyze structured data. Phoenix is designed to help users troubleshoot problems related to retrieval, tool execution, relevance, toxicity, drift, and performance degradation.
go-cyber
Cyber is a superintelligence protocol that aims to create a decentralized and censorship-resistant internet. It uses a novel consensus mechanism called CometBFT and a knowledge graph to store and process information. Cyber is designed to be scalable, secure, and efficient, and it has the potential to revolutionize the way we interact with the internet.
ai-dev-2024-ml-workshop
The 'ai-dev-2024-ml-workshop' repository contains materials for the Deploy and Monitor ML Pipelines workshop at the AI_dev 2024 conference in Paris, focusing on deployment designs of machine learning pipelines using open-source applications and free-tier tools. It demonstrates automating data refresh and forecasting using GitHub Actions and Docker, monitoring with MLflow and YData Profiling, and setting up a monitoring dashboard with Quarto doc on GitHub Pages.
awesome-ai-tools
Awesome AI Tools is a curated list of popular tools and resources for artificial intelligence enthusiasts. It includes a wide range of tools such as machine learning libraries, deep learning frameworks, data visualization tools, and natural language processing resources. Whether you are a beginner or an experienced AI practitioner, this repository aims to provide you with a comprehensive collection of tools to enhance your AI projects and research. Explore the list to discover new tools, stay updated with the latest advancements in AI technology, and find the right resources to support your AI endeavors.
awesome-generative-ai
Awesome Generative AI is a curated list of modern Generative Artificial Intelligence projects and services. Generative AI technology creates original content like images, sounds, and texts using machine learning algorithms trained on large data sets. It can produce unique and realistic outputs such as photorealistic images, digital art, music, and writing. The repo covers a wide range of applications in art, entertainment, marketing, academia, and computer science.
KaibanJS
KaibanJS is a JavaScript-native framework for building multi-agent AI systems. It enables users to create specialized AI agents with distinct roles and goals, manage tasks, and coordinate teams efficiently. The framework supports role-based agent design, tool integration, multiple LLMs support, robust state management, observability and monitoring features, and a real-time agentic Kanban board for visualizing AI workflows. KaibanJS aims to empower JavaScript developers with a user-friendly AI framework tailored for the JavaScript ecosystem, bridging the gap in the AI race for non-Python developers.
LLM-PowerHouse-A-Curated-Guide-for-Large-Language-Models-with-Custom-Training-and-Inferencing
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.
awesome-generative-ai
A curated list of Generative AI projects, tools, artworks, and models
aioquic
aioquic is a Python library for the QUIC network protocol, featuring a minimal TLS 1.3 implementation, a QUIC stack, and an HTTP/3 stack. It is designed to be embedded into Python client and server libraries supporting QUIC and HTTP/3, with IPv4 and IPv6 support, connection migration, NAT rebinding, logging TLS traffic secrets and QUIC events, server push, WebSocket bootstrapping, and datagram support. The library follows the 'bring your own I/O' pattern for QUIC and HTTP/3 APIs, making it testable and integrable with different concurrency models.
llm-app-stack
LLM App Stack, also known as Emerging Architectures for LLM Applications, is a comprehensive list of available tools, projects, and vendors at each layer of the LLM app stack. It covers various categories such as Data Pipelines, Embedding Models, Vector Databases, Playgrounds, Orchestrators, APIs/Plugins, LLM Caches, Logging/Monitoring/Eval, Validators, LLM APIs (proprietary and open source), App Hosting Platforms, Cloud Providers, and Opinionated Clouds. The repository aims to provide a detailed overview of tools and projects for building, deploying, and maintaining enterprise data solutions, AI models, and applications.
athina-evals
Athina is an open-source library designed to help engineers improve the reliability and performance of Large Language Models (LLMs) through eval-driven development. It offers plug-and-play preset evals for catching and preventing bad outputs, measuring model performance, running experiments, A/B testing models, detecting regressions, and monitoring production data. Athina provides a solution to the flaws in current LLM developer workflows by offering rapid experimentation, customizable evaluators, integrated dashboard, consistent metrics, historical record tracking, and easy setup. It includes preset evaluators for RAG applications and summarization accuracy, as well as the ability to write custom evals. Athina's evals can run on both development and production environments, providing consistent metrics and removing the need for manual infrastructure setup.
NZT-Poker-AI-Bot-17-Rooms-Cash-Fish-Monitor
The NZT Poker AI Bot is an advanced tool designed to revolutionize poker gameplay by providing comprehensive features to dominate 17 rooms with the Cash Fish Monitor. It offers detailed analysis of opponents' VPIP and PFR, extensive hand history database, opponent exploitation techniques, data-driven intelligence, player profiles, advanced neural network technology, expert training, continuous refinement, and cutting-edge algorithms for maximizing poker profits. Created by a team of poker experts, this AI tool continuously adapts to the latest poker strategies and utilizes state-of-the-art technology to enhance decision-making prowess.
20 - OpenAI Gpts
DataKitchen DataOps and Data Observability GPT
A specialist in DataOps and Data Observability, aiding in data management and monitoring.
π Data Privacy for Travel & Hospitality π
Travel and Hospitality Industry. Hotels, Airlines, and Travel Agencies collect personal information like travel histories, passport details, and payment information, necessitating robust privacy and security measures.
Data Privacy Consultant
Advises companies on data privacy laws, performs compliance checks, and implements data protection strategies.
Quake and Volcano Watch Iceland
Seismic and volcanic monitor with in-depth data and visuals.
Ethereum Blockchain Data (Etherscan)
Real-time Ethereum Blockchain Data & Insights (with Etherscan.io)
Fitness Data Analyst
I analyze your workout data, focusing on brevity and clear visualizations
Qtech | FPS
Frost Protection System is an AI bot optimizing open field farming of fruits, vegetables, and flowers, combining real-time data and AI to boost yield, cut costs, and foster sustainable practices in a user-friendly interface.
Personality AI Creator
I will create a quality data set for a personality AI, just dive into each module by saying the name of it and do so for all the modules. If you find it useful, share it to your friends
Endangered Species Protector
Assists conservationists in protecting endangered species by analyzing habitat data and suggesting conservation strategies.
Trend Tracker
Expert in real-time trend analysis, sourcing data-driven insights (e.g. prompt: Give me last month's top trends in AI)
Pizza Pro Dough Helper
Expert in BIGA and Neapolitan pizza dough recipes, focusing on tailored calculations and precise temperature data.