Best AI tools for< Measure Performance >

Optimal AI is an AI application designed to transform engineering teams by providing actionable insights. It helps software engineering teams measure, optimize, and act on metrics to drive impactful outcomes. By aggregating and reconciling performance data at the team and project level, Optimal AI enables users to uncover meaningful insights, improve engineering efficiency, and enhance customer delivery. The application offers real-time notifications and visibility into delivery, allowing users to prioritize initiatives that deliver customer value.

UserTesting is a Human Insight Platform that allows organizations to quickly gain a first-person understanding of customer experiences, enabling them to build greater customer empathy. The platform offers comprehensive testing capabilities, insights identification, performance measurement, and insights sharing across organizations. UserTesting empowers users to run tests for free, see what customers experience, and turn feedback into better designs efficiently. With features like AI Insights Hub, integrations, mobile testing, and templates, UserTesting helps users target diverse audiences, validate findings confidently, measure and benchmark performance, and boost consumer trust. Trusted by leading brands, UserTesting provides human insights that drive innovation, improve customer experiences, and enhance product development.

iseek.ai is an AI-powered search and analytics platform designed to revolutionize decision-making in professional and higher education institutions. The platform utilizes patented AI and Natural Language Understanding technology to help users find and synthesize essential information quickly and efficiently. iseek.ai offers solutions for accreditation preparation, curriculum design, outcome analytics, and more, enabling users to transform their content and data into actionable insights.

AdaraChatbot is a platform that allows users to build their own chatbot using OpenAI Assistant API. It offers seamless integration for effortlessly incorporating a chatbot into websites. Users can test the chatbot assistant, ask questions, and receive responses powered by OpenAI Assistant API. AdaraChatbot provides features such as building chatbots with OpenAI's assistant, easy integration with websites, user inquiry with lead collection, real-time analytics, file attachments, and compatibility with popular website platforms. The application offers different pricing plans suitable for personal projects, organizations, and tailored solutions for large-scale operations.

Focia is an AI-powered engagement optimization tool that helps users predict, analyze, and enhance their content performance across various digital platforms. It offers features such as ranking and comparing content ideas, content analysis, feedback generation, engagement predictions, workspace customization, and real-time model training. Focia's AI models, including Blaze, Neon, Phantom, and Omni, specialize in analyzing different types of content on platforms like YouTube, Instagram, TikTok, and e-commerce sites. By leveraging Focia, users can boost their engagement, conduct A/B testing, measure performance, and conceptualize content ideas effectively.

Lalye is an AI-powered task management tool that helps users set and achieve their goals with precision. It offers features such as real-time tracking, task automation, and smart recommendations powered by Luna AI. Lalye transforms the way teams organize tasks, centralize key metrics, and leverage data-driven insights to make smarter decisions and optimize project tasks for greater success. With interactive dashboards and Luna AI, users can align their teams on strategic objectives, measure performance, and drive efficiency across the organization.

SegmentStream is an AI-powered platform that offers solutions for performance marketing, including Incremental Multi-Touch Attribution, AI Marketing Mix Optimization, Geo Incrementality Testing, and Predictive Lead Scoring. It helps businesses measure the true incremental ROI of their ads, optimize budget allocation, and improve ad performance by leveraging real-time insights. SegmentStream aims to go beyond traditional marketing attribution tools by providing actionable AI-driven recommendations and accurate measurement of ad activities' contribution to revenue.

OWOX BI is a leading data democratization platform that empowers businesses by automating business reporting in Google Sheets, simplifying data preparation with SQL and No SQL, and providing AI-powered solutions for marketing analytics. The platform offers features such as AI Copilot for faster SQL queries, Cookieless Analytics Tracking, Dashboard Templates, and integrations with Google Analytics, Google Sheets, BigQuery, and various ad platforms. OWOX BI enables users to centralize and automate marketing and sales data, visualize data with templates, and measure marketing performance effectively. The platform fosters collaboration between data teams and business users, ensuring data accuracy, reliability, and ownership.

KERV is an AI-powered video and creative technology company that offers ad performance solutions, publisher revenue opportunities, in-show monetization solutions, and data and measurement services. Their patented image recognition and product correlation technology enable deeper relationships between publishers, brands, and consumers. KERV's AI technology makes any video explorable and shoppable with unrivaled speed and precision, delivering real business outcomes. They provide intelligent video solutions, active attention indexing, greater speed and precision, 1st party data insights, and brand safety measures.

SymTrain is an AI-powered platform that automates training and coaching for contact center agents. By utilizing simulations and AI technology, SymTrain offers a cost-effective solution that enhances agent performance, reduces training time, and improves overall customer satisfaction. The platform provides automated role-play scenarios, consistent feedback, and data-driven coaching to help organizations streamline their training processes and achieve better results. SymTrain revolutionizes how companies train and coach their agents, leading to increased efficiency, revenue, and customer satisfaction.

Pepper Content is an AI-powered content marketing platform that helps enterprise marketers create better content, faster. With Pepper Content, you can access a powerful technology stack, a network of on-demand creative experts, and the strategic guidance you need to succeed. Pepper Content's platform includes a full suite of tools to help you with every stage of the content marketing process, from strategy to creation to measurement. With Pepper Content, you can:

Bobble AI is a Conversation Media Platform that offers Marketing Solutions, Data Intelligence, and Tech Solutions. It enriches everyday conversations with authentic and persuasive content, providing a powerful platform for users. The flagship product boasts 80M+ users, 100K+ stickers & GIFs, and supports over 100 languages. Bobble AI offers various keyboard applications tailored for different regional languages, each with unique features to enhance chatting experiences. Additionally, it provides services like voice-to-text conversion, emoji prediction, and an IME test suite for measuring keyboard performance.

Picterra is a geospatial AI platform that offers reliable solutions for sustainability, compliance, monitoring, and verification. It provides an all-in-one plot monitoring system, professional services, and interactive tours. Users can build custom AI models to detect objects, changes, or patterns using various geospatial imagery data. Picterra aims to revolutionize geospatial analysis with its category-leading AI technology, enabling users to solve challenges swiftly, collaborate more effectively, and scale further.

Wonderway is an AI Sales Coach and Sales Training Platform that leverages AI technology to provide automated sales coaching on every call. It helps sales teams train, upskill, and certify their members, leading to increased conversion rates and reduced ramp time. The platform offers personalized training, aligns teams faster, and improves sales onboarding efficiency. Wonderway uses AI to analyze sales team performance and provide tailored recommendations for improvement, making it a valuable tool for sales professionals seeking to enhance their skills and boost sales performance.

Omnitrain is an AI-powered ad creation tool that revolutionizes the way marketers create high-quality ads at scale. With cutting-edge AI technology, Omnitrain enables users to craft compelling, high-converting ads in minutes, without the need for design skills. The platform combines the expertise of a graphic designer, marketer, copywriter, and storyteller into one, generating hundreds of ad variations with just a click. Omnitrain offers advanced customization options, scalability, AI copy generation, versatile ad formats, and marketing frameworks to empower users in creating resonant ads effortlessly.

InfluencerMarketing.ai is an award-winning influencer marketing platform that offers a comprehensive suite of tools to help businesses and agencies streamline their influencer marketing campaigns. The platform leverages cutting-edge AI technology to discover influencers, vet and recruit them, track and measure campaign performance, and provide expert guidance. With features like influencer search, white-label solutions, client reporting dashboard, and influencer marketing API, InfluencerMarketing.ai aims to transform sales and brand growth through smart automation and data-driven decisions.

TechTarget is a leading provider of purchase intent data and marketing services for the technology industry. Our data-driven solutions enable technology companies to identify and engage with their target audiences, and to measure the impact of their marketing campaigns. We offer a range of products and services, including:

Brandwatch is a social media management and analytics platform that helps businesses understand and engage with their customers. It offers a range of features, including social listening, influencer marketing, and content management. Brandwatch is used by some of the world's largest brands, including Virgin Holidays, OnePlus, and Metia.

Omni Engage is a powerful omnichannel communications software designed to help businesses create meaningful and personalized interactions with their customers. It allows businesses to connect with their audience across multiple channels, including email, social media, and voice, and deliver a consistent and memorable experience for every customer. Omni Engage simplifies customer engagement with its Unified Inbox, which enables agents to handle requests from all channels seamlessly and efficiently. It also offers AI automation with Omni Automate, which streamlines customer interactions by automating routine inquiries and providing rapid response times. With its robust reporting and analytics capabilities, Omni Engage empowers supervisors to measure engagement and performance across all channels, identify areas for improvement, and drive success.

SportBoost AI is an AI-powered application designed to help athletes measure and improve their performance across various sports. The platform offers innovative solutions that leverage advanced Artificial Intelligence technology to track metrics such as ball speeds and jump performances. SportBoost AI aims to democratize access to performance data for athletes and coaches at all levels, from amateur to professional. The application is committed to scientific research and continuous innovation to enhance athletic excellence.

RAG Foundry is a library designed to enhance Large Language Models (LLMs) by fine-tuning models on RAG-augmented datasets. It helps create training data, train models using parameter-efficient finetuning (PEFT), and measure performance using RAG-specific metrics. The library is modular, customizable using configuration files, and facilitates prototyping with various RAG settings and configurations for tasks like data processing, retrieval, training, inference, and evaluation.

TurnkeyML is a tools framework that integrates models, toolchains, and hardware backends to simplify the evaluation and actuation of deep learning models. It supports use cases like exporting ONNX files, performance validation, functional coverage measurement, stress testing, and model insights analysis. The framework consists of analysis, build, runtime, reporting tools, and a models corpus, seamlessly integrated to provide comprehensive functionality with simple commands. Extensible through plugins, it offers support for various export and optimization tools and AI runtimes. The project is actively seeking collaborators and is licensed under Apache 2.0.

Factorio Learning Environment is an open source framework designed for developing and evaluating LLM agents in the game of Factorio. It provides two settings: Lab-play with structured tasks and Open-play for building large factories. Results show limitations in spatial reasoning and automation strategies. Agents interact with the environment through code synthesis, observation, action, and feedback. Tools are provided for game actions and state representation. Agents operate in episodes with observation, planning, and action execution. Tasks specify agent goals and are implemented in JSON files. The project structure includes directories for agents, environment, cluster, data, docs, eval, and more. A database is used for checkpointing agent steps. Benchmarks show performance metrics for different configurations.

This repository contains reference architectures and test cases for distributed model training with Amazon SageMaker Hyperpod, AWS ParallelCluster, AWS Batch, and Amazon EKS. The test cases cover different types and sizes of models as well as different frameworks and parallel optimizations (Pytorch DDP/FSDP, MegatronLM, NemoMegatron...).

The GraphRAG project is a data pipeline and transformation suite designed to extract meaningful, structured data from unstructured text using LLMs. It enhances LLMs' ability to reason about private data. The repository provides guidance on using knowledge graph memory structures to enhance LLM outputs, with a warning about the potential costs of GraphRAG indexing. It offers contribution guidelines, development resources, and encourages prompt tuning for optimal results. The Responsible AI FAQ addresses GraphRAG's capabilities, intended uses, evaluation metrics, limitations, and operational factors for effective and responsible use.

This project is a port of Andrej Karpathy's llm.c to Mojo, currently in beta. It is under active development and subject to changes. Users should expect to encounter bugs and unfinished features.

OpenUnlearning is an easily extensible framework that unifies LLM unlearning evaluation benchmarks. It provides efficient implementations of TOFU and MUSE unlearning benchmarks, supporting 5 unlearning methods, 3+ datasets, 6+ evaluation metrics, and 7+ LLMs. Users can easily extend the framework to incorporate more variants, collaborate by adding new benchmarks, unlearning methods, datasets, and evaluation metrics, and drive progress in the field.

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.

The Alignment Handbook provides robust training recipes for continuing pretraining and aligning language models with human and AI preferences. It includes techniques such as continued pretraining, supervised fine-tuning, reward modeling, rejection sampling, and direct preference optimization (DPO). The handbook aims to fill the gap in public resources on training these models, collecting data, and measuring metrics for optimal downstream performance.

RouteLLM is a framework for serving and evaluating LLM routers. It allows users to launch an OpenAI-compatible API that routes requests to the best model based on cost thresholds. Trained routers are provided to reduce costs while maintaining performance. Users can easily extend the framework, compare router performance, and calibrate cost thresholds. RouteLLM supports multiple routing strategies and benchmarks, offering a lightweight server and evaluation framework. It enables users to evaluate routers on benchmarks, calibrate thresholds, and modify model pairs. Contributions for adding new routers and benchmarks are welcome.

The 'Awesome LLMs Planning Reasoning' repository is a curated collection focusing on exploring the capabilities of Large Language Models (LLMs) in planning and reasoning tasks. It includes research papers, code repositories, and benchmarks that delve into innovative techniques, reasoning limitations, and standardized evaluations related to LLMs' performance in complex cognitive tasks. The repository serves as a comprehensive resource for researchers, developers, and enthusiasts interested in understanding the advancements and challenges in leveraging LLMs for planning and reasoning in real-world scenarios.

The 'farel-bench' project is a benchmark tool for testing LLM reasoning abilities with family relationship quizzes. It generates quizzes based on family relationships of varying degrees and measures the accuracy of large language models in solving these quizzes. The project provides scripts for generating quizzes, running models locally or via APIs, and calculating benchmark metrics. The quizzes are designed to test logical reasoning skills using family relationship concepts, with the goal of evaluating the performance of language models in this specific domain.

OpenCompass is a one-stop platform for large model evaluation, aiming to provide a fair, open, and reproducible benchmark for large model evaluation. Its main features include: * Comprehensive support for models and datasets: Pre-support for 20+ HuggingFace and API models, a model evaluation scheme of 70+ datasets with about 400,000 questions, comprehensively evaluating the capabilities of the models in five dimensions. * Efficient distributed evaluation: One line command to implement task division and distributed evaluation, completing the full evaluation of billion-scale models in just a few hours. * Diversified evaluation paradigms: Support for zero-shot, few-shot, and chain-of-thought evaluations, combined with standard or dialogue-type prompt templates, to easily stimulate the maximum performance of various models. * Modular design with high extensibility: Want to add new models or datasets, customize an advanced task division strategy, or even support a new cluster management system? Everything about OpenCompass can be easily expanded! * Experiment management and reporting mechanism: Use config files to fully record each experiment, and support real-time reporting of results.

Holistic AI is an open-source library dedicated to assessing and improving the trustworthiness of AI systems. It focuses on measuring and mitigating bias, explainability, robustness, security, and efficacy in AI models. The tool provides comprehensive metrics, mitigation techniques, a user-friendly interface, and visualization tools to enhance AI system trustworthiness. It offers documentation, tutorials, and detailed installation instructions for easy integration into existing workflows.

Call Center AI is an AI-powered call center solution leveraging Azure and OpenAI GPT. It allows for AI agent-initiated phone calls or direct calls to the bot from a configured phone number. The bot is customizable for various industries like insurance, IT support, and customer service, with features such as accessing claim information, conversation history, language change, SMS sending, and more. The project is a proof of concept showcasing the integration of Azure Communication Services, Azure Cognitive Services, and Azure OpenAI for an automated call center solution.

LLMClient is a JavaScript/TypeScript library that simplifies working with large language models (LLMs) by providing an easy-to-use interface for building and composing efficient prompts using prompt signatures. These signatures enable the automatic generation of typed prompts, allowing developers to leverage advanced capabilities like reasoning, function calling, RAG, ReAcT, and Chain of Thought. The library supports various LLMs and vector databases, making it a versatile tool for a wide range of applications.

This practical free hands-on course focuses on Large Language models and their applications, providing a hands-on experience using models from OpenAI and the Hugging Face library. The course is divided into three major sections: Techniques and Libraries, Projects, and Enterprise Solutions. It covers topics such as Chatbots, Code Generation, Vector databases, LangChain, Fine Tuning, PEFT Fine Tuning, Soft Prompt tuning, LoRA, QLoRA, Evaluate Models, Knowledge Distillation, and more. Each section contains chapters with lessons supported by notebooks and articles. The course aims to help users build projects and explore enterprise solutions using Large Language Models.

根据《战略地图》回答问题

Guiding you from ambiguous ideas through structured and effective OKRs (Objectives and Key Results)

Insights into TV show trends

Guides product branding strategies to enhance organizational market presence.

Mastering LinkedIn ad optimization with technical, targeting, and creative insights for all levels of LinkedIn advertiser

Define the right marketing metrics for your business

IQ Test is designed to simulate an IQ testing environment. It provides a formal and objective experience, delivering questions and processing answers in a straightforward manner.

Chat de ayuda a la gestión del Brand Ambassador

Find influencers across Instagram, TikTok, and YouTube whose audience aligns with your target demographic to effectively engage with your customers.

Analysis of YouTube influencers

Analyzes investments for sustainability and social impact, with ESG reporting guidance.

Expert in ABM strategies and GTM fundamentals for B2B marketing

Engaging and supportive AI for strategic OKR planning.

Encourages with positive, practical OKR guidance

Expert in data encoding schemes

Methodical and elegant programming guide, always accurate.

对各种量化问题进行拆解和粗略的估算。注意这种估算主要是靠推测，而不是靠准确的数据，因此仅供参考。理想情况下，估算结果和真实值差距可能在1个数量级以内。即使数值不准确，也希望拆解思路对你有所启发。

Generates items for psychometric instruments to measure psychological constructs.

Explore social and environmental data for 169 countries to measure social progress and go beyond GDP. Using data from the Social Progress Imperative and powered by Open AI.

The Turing Test, first named the imitation game by Alan Turing in 1950, is a measure of a machine's capacity to demonstrate intelligence that's either equal to or indistinguishable from human intelligence.