{"success":true,"data":{"query":"Test V3","limit":10,"count":10,"sources":["wiki_artificial_intelligence.hat","wiki_dallas.hat","wiki_real_estate.hat","web_1779060034.hat"],"synced":[],"results":[{"source":"wiki_artificial_intelligence.hat","text":"Planning and decision-making\nAn \"agent\" is any entity (artificial or not) that perceives and takes actions in the world. A rational agent has goals or preferences and takes actions to make them happen. In automated planning, the agent has a specific goal. In automated decision-making, the agent has preferences—there are some situations it would prefer to be in, and some situations it is trying to avoid. The decision-making agent assigns a number to each situation (called the \"utility\") that measures how much the agent prefers it. For each possible action, it can calculate the \"expected utility\": the utility of all possible outcomes of the action, weighted by the probability that the outcome will occur. It can then choose the action with the maximum expected utility.\nIn classical planning, the agent knows exactly what the effect of any action will be. In most real-world problems, however, the agent may not be certain about the situation they are in (it is \"unknown\" or \"unobservable\") and it may not know for certain what will happen after each possible action (it is not \"deterministic\"). It must choose an action by making a probabilistic guess and then reassess the situation to see if the action worked. \nAlongside thorough testing and improvement based on previous decisions, having an explanation for why the agent took certain decisions is a way to build trust, especially when the decisions have to be relied upon.\nIn some problems, the agent's preferences may be uncertain, especially if there are other agents or humans involved. These can be learned (e.g., with inverse reinforcement learning), or the agent can seek information to improve its preferences. Information value theory can be used to weigh the value of exploratory or experimental actions. The space of possible future actions and situations is typically intractably large, so the agents must take actions and evaluate situations while being uncertain of what the outcome will be.\nA Markov decision process has a transition model that describes the probability that a particular action will change the state in a particular way and a reward function that supplies the utility of each state and the cost of each action. A policy associates a decision with each possible state. The policy could be calculated (e.g., by iteration), be heuristic, or it can be learned.\nGame theory describes the rational behavior of multiple interacting agents and is used in AI programs that make decisions that involve other agents.","score":20.791604512564547,"links":[]},{"source":"wiki_artificial_intelligence.hat","text":"Natural language processing\nNatural language processing (NLP) allows programs to read, write and communicate in human languages. Specific problems include speech recognition, speech synthesis, machine translation, information extraction, information retrieval and question answering.\nEarly work, based on Noam Chomsky's generative grammar and semantic networks, had difficulty with word-sense disambiguation unless restricted to small domains called \"micro-worlds\" (due to the common sense knowledge problem). Margaret Masterman believed that it was meaning and not grammar that was the key to understanding languages, and that thesauri and not dictionaries should be the basis of computational language structure.\nModern deep learning techniques for NLP include word embedding (representing words, typically as vectors encoding their meaning), transformers (a deep learning architecture using an attention mechanism), and others. In 2019, generative pre-trained transformer (or \"GPT\") language models began to generate coherent text, and by 2023, these models were able to get human-level scores on the bar exam, SAT test, GRE test, and many other real-world applications.","score":20.791604512564547,"links":[]},{"source":"wiki_artificial_intelligence.hat","text":"Local search\nLocal search uses mathematical optimization to find a solution to a problem. It begins with some form of guess and refines it incrementally.\nGradient descent is a type of local search that optimizes a set of numerical parameters by incrementally adjusting them to minimize a loss function. Variants of gradient descent are commonly used to train neural networks, through the backpropagation algorithm.\nAnother type of local search is evolutionary computation, which aims to iteratively improve a set of candidate solutions by \"mutating\" and \"recombining\" them, selecting only the fittest to survive each generation.\nDistributed search processes can coordinate via swarm intelligence algorithms. Two popular swarm algorithms used in search are particle swarm optimization (inspired by bird flocking) and ant colony optimization (inspired by ant trails).","score":20.791604512564547,"links":[]},{"source":"wiki_dallas.hat","text":"Climate\nDallas has a humid subtropical climate (Köppen climate classification: Cfa, Trewartha: Cfhk) characteristic of the Southern Plains of the United States. It also has both continental and tropical characteristics, characterized by a relatively wide annual temperature range for the latitude. Located at the lower end of Tornado Alley, it is prone to extreme weather, tornadoes, and hailstorms.\nSummers in Dallas are very hot with high humidity, although extended periods of dry weather often occur. July and August are typically the hottest months, with an average high of 96.0 °F (36 °C) and an average low of 76.7 °F (25 °C). Heat indices regularly surpass 105 °F (41 °C) due to elevated humidity during the summer months, making the summer heat almost unbearable. The all-time record high is 113 °F (45 °C), set on June 26 and 27, 1980 during the Heat Wave of 1980 at nearby Dallas/Fort Worth International Airport.\nWinters in Dallas are usually mild, with occasional cold spells. The average date of first frost is November 12, and the average date of last frost is March 12. January is typically the coldest month, with an average daytime high of 56.8 °F (14 °C) and an average nighttime low of 37.3 °F (3 °C). The normal daily average temperature in January is 47.0 °F (8 °C) but sharp swings in temperature can occur, as strong cold fronts known as \"Blue Northers\" pass through the Dallas region, forcing temperatures below the 40 °F (4 °C) mark for several days at a time and often between days with high temperatures above 80 °F (27 °C). Snow accumulation is seen in the city in about 70% of winter seasons, and snowfall generally occurs 1–2 days out of the year for a seasonal average of 1.5 inches (4 cm). Some areas in the region, however, receive more than that, while other areas receive negligible snowfall or none at all. The all-time record low temperature within the city is −10 °F (−23 °C), set on February 12, 1899, during the Great Blizzard of 1899. The temperature at nearby Dallas/Fort Worth International Airport reached −2 °F (−19 °C) on February 16, 2021, during the February 2021 North American winter storm.\nSpring and autumn are transitional seasons with moderate and pleasant weather. Vibrant wildflowers (such as the bluebonnet, Indian paintbrush and other flora) bloom in spring and are planted around the highways throughout Texas. Springtime weather can be quite volatile, but temperatures themselves are mild. Late spring to early summer also tends to be the most humid, with humidity levels frequently exceeding 75%. The weather in Dallas is also generally pleasant from late September to early December and on many winter days. Autumn often brings more storms and tornado threats, but they are usually fewer and less severe than in spring.","score":19.64045859628254,"links":[]},{"source":"wiki_dallas.hat","text":"Religion\nChristianity is the most prevalently practiced religion in Dallas and the wider metropolitan area according to a 2014 study by the Pew Research Center (78%), and the Public Religion Research Institute's 2020 study (77%). There is a large Protestant Christian influence in the Dallas community, though the city of Dallas and Dallas County have more Catholic than Protestant residents, while the reverse is usually true for the suburban areas of Dallas and the city of Fort Worth.\nDallas has been called the \"Prison Ministry Capital of the World\" by the prison ministry community. It is a home for the International Network of Prison Ministries, the Coalition of Prison Evangelists, Bill Glass Champions for Life, Chaplain Ray's International Prison Ministry, and 60 other prison ministries.\nMethodist, Baptist, and Presbyterian churches are prominent in many neighborhoods and anchor two of the city's major private universities (Southern Methodist University and Dallas Baptist University). Dallas is also home to two evangelical seminaries: the Dallas Theological Seminary and Criswell College. Many Bible schools including Christ For The Nations Institute are also headquartered in the city. The Christian creationist apologetics group Institute for Creation Research is headquartered in Dallas. According to the Pew Research Center, evangelical Protestantism constituted the largest form of Protestantism in the area as of 2014. The largest single evangelical Protestant group were Baptists. The largest Baptist denomination was the Southern Baptist Convention, followed by the historically black National Baptist Convention USA. African-initiated Protestant churches including Ethiopian Evangelical churches can be found throughout the metropolitan area.\nThe Catholic Church is also a significant religious organization in the Dallas area and operates the University of Dallas, a liberal-arts university in the Dallas suburb of Irving. The Cathedral Santuario de la Virgen de Guadalupe in the Arts District is home to the second-largest Catholic church membership in the United States and overseas, consisting over 70 parishes in the Dallas Diocese. The Society of Jesus operates the Jesuit College Preparatory School of Dallas. Dallas is also home to numerous Eastern Orthodox and Oriental Orthodox churches including Saint Seraphim Cathedral, see of the Orthodox Church in America's Southern Diocese. The Greek Orthodox Archdiocese of America (Ecumenical Patriarchate) has one parish in the city of Dallas. There is also the St. Sarkis Armenian Church (serving as part of the Armenian Apostolic Church facility).\nJehovah's Witnesses has a large number of members throughout the Dallas metropolitan division. In addition, there are several Unitarian Universalist congregations, including First Unitarian Church of Dallas, founded in 1899. A large community of the United Church of Christ exists in the city. The most prominent UCC-affiliated church is the Cathedral of Hope, a predominantly LGBT-affirming church.\nThe Church of Jesus Christ of Latter-day Saints has a sizeable community in the Dallas-Fort Worth Metroplex. Members in the area are organized into 24 stakes. The Dallas Texas Temple, dedicated in 1984 as the first temple in Texas, is located in the city. Two more temples, the Fort Worth Texas Temple and Fairview Texas Temple, are under construction in the area. \nSince the establishment of the city's first Jewish cemetery in 1854 and its first congregation (which would eventually be known as Temple Emanu-El) in 1873, Dallasite Jews have been well represented among leaders in commerce, politics, and various professional fields in Dallas and elsewhere. Furthermore, a large Muslim community exists in the north and northeastern portions of Dallas, as well as in the northern Dallas suburbs. The oldest mosque in Dallas is Masjid Al-Islam just south of Downtown.\nDallas has a large Buddhist community. Immigrants from East Asia, Southeast Asia, Nepal, and Sri Lanka have all contributed to the Buddhist population, which is concentrated in the northern suburbs of Garland, Plano and Richardson. Numerous Buddhist temples dot the Metroplex including The Buddhist Center of Dallas, Lien Hoa Vietnamese Temple of Irving, and Kadampa Meditation Center Texas and Wat Buddhamahamunee of Arlington. A large and growing Hindu Community lives in the Dallas–Fort Worth metroplex. Most live in Collin County and the northern portions of Dallas County. Over 28 Hindu Temples exist in the area. Some notable ones include the DFW Hindu Temple, the North Texas Hindu Mandir, Radha Krishna Temple, Dallas and Karya Siddhi Hanuman Temple. There are also at least three Sikh Gurudwaras in this metropolitan area. For irreligious people, the Winter Solstice Celebration is held in the Metroplex although some of its participants are also neo-pagans and New Agers.","score":19.64045859628254,"links":[]},{"source":"wiki_dallas.hat","text":"Turtle Creek Parkway park\nBuilt in 1913, Turtle Creek Parkway park is a 23.7-acre (9.6 ha) linear park in between Turtle Creek and Turtle Creek Boulevard in the aptly named Turtle Creek neighborhood. Archaeological surveys discovered dart points and flint chips dating 3,000 years to 1,000 BCE. This site was later discovered to be home to Native Americans who cherished the trees and natural spring water. The park is across Turtle Creek from Kalita Humphreys Theater, designed by Frank Lloyd Wright.\n\nLake Cliff Park\nOpened on July 4, 1906, Lake Cliff Park was called \"the Southwest's Greatest Playground\". The park was home to an amusement park, a large pool, waterslides, the world's largest skating rink, and three theaters, the largest being the 2,500-seat Casino Theater. After the streetcar bridge that brought most of the park visitors collapsed, Lake Cliff Park was sold. The Casino Theater moved and the pool was demolished after a polio scare in 1959. The pool was Dallas's first municipal pool.","score":19.64045859628254,"links":[]},{"source":"wiki_real_estate.hat","text":"ARTICLE: Amortization (accounting)\nIn accounting, amortization is a method of obtaining the expenses incurred by an intangible asset arising from a decline in value as a result of use or the passage of time. Amortization is the acquisition cost minus the residual value of an asset, calculated in a systematic manner over an asset's useful economic life. Depreciation is a corresponding concept for tangible assets.  \nMethodologies for allocating amortization to each accounting period are generally the same as those for depreciation. However, many intangible assets such as goodwill or certain brands may be deemed to have an indefinite useful life and are therefore not subject to amortization (although goodwill is subjected to an impairment test every year).\nWhile theoretically amortization is used to account for the decreasing value of an intangible asset over its useful life, in practice many companies will amortize what would otherwise be one-time expenses through listing them as a capital expense on the cash flow statement and paying off the cost through amortization, having the effect of improving the company's net income in the fiscal year or quarter of the expense.\nAmortization is recorded in the financial statements of an entity as a reduction in the carrying value of the intangible asset in the balance sheet and as an expense in the income statement.\nUnder International Financial Reporting Standards, guidance on accounting for the amortization of intangible assets is contained in IAS 38. Under United States generally accepted accounting principles (GAAP), the primary guidance is contained in FAS 142.","score":18.775764902441402,"links":[]},{"source":"web_1779060034.hat","text":"Menu Using App Router Features available in /app Latest Version 16.2.6 For an index of Next.js documentation , see /docs/llms.txt . Next.js Docs Welcome to the Next.js documentation! What is Next.js? Next.js is a React framework for building full-stack web applications. You use React Components to build user interfaces, and Next.js for additional features and optimizations. It also automatically configures lower-level tools like bundlers and compilers. You can instead focus on building your product and shipping quickly. Whether you're an individual developer or part of a larger team, Next.js can help you build interactive, dynamic, and fast React applications. How to use the docs The docs are organized into 3 sections: Getting Started : Step-by-step tutorials to help you create a new application and learn the core Next.js features. Guides : Tutorials on specific use cases, choose what's relevant to you. API Reference : Detailed technical reference for every feature. Use the sidebar to navigate through the sections, or search ( Ctrl+K or Cmd+K ) to quickly find a page. App Router and Pages Router Next.js has two different routers: App Router : The newer router that supports new React features like Server Components. Pages Router : The original router, still supported and being improved. At the top of the sidebar, you'll notice a dropdown menu that allows you to switch between the App Router and the Pages Router docs. React version handling The App Router and Pages Router handle React versions differently: App Router : Uses React canary releases built-in, which include all the stable React 19 changes, as well as newer features being validated in frameworks, prior to a new React release. Pages Router : Uses the React version installed in your project's package.json . This approach ensures new React features work reliably in the App Router while maintaining backwards compatibility for existing Pages Router applications. Pre-requisite knowledge Our documentation assumes some familiarity with web development. Before getting started, it'll help if you're comfortable with: HTML CSS JavaScript React If you're new to React or need a refresher, we recommend starting with our React Foundations course , and the Next.js Foundations course that has you building an application as you learn. Accessibility For the best experience when using a screen reader, we recommend using Firefox and NVDA, or Safari and VoiceOver. Join our Community If you have questions about anything related to Next.js, you're always welcome to ask our community on GitHub Discussions , Discord , X (Twitter) , and Reddit . Next Steps Create your first application and learn the core Next.js features. Getting Started Learn how to create full-stack web applications with the Next.js App Router. Was this helpful? supported. Send","score":14.28100232792169,"links":[]},{"source":"web_1779060034.hat","text":"Menu Using App Router Features available in /app Latest Version 16.2.6 This page is also available as Markdown at /docs/app/getting-started.md . For an index of Next.js documentation , see /docs/llms.txt . Copy page Getting Started Last updated May 13, 2026 Welcome to the Next.js documentation! This Getting Started section will help you create your first Next.js app and learn the core features you'll use in every project. Pre-requisite knowledge Our documentation assumes some familiarity with web development. Before getting started, it'll help if you're comfortable with: HTML CSS JavaScript React If you're new to React or need a refresher, we recommend starting with our React Foundations course , and the Next.js Foundations course that has you building an application as you learn. Next Steps Installation Learn how to create a new Next.js application with the `create-next-app` CLI, and set up TypeScript, ESLint, and Module Path Aliases. Project Structure Learn the folder and file conventions in Next.js, and how to organize your project. Layouts and Pages Learn how to create your first pages and layouts, and link between them with the Link component. Linking and Navigating Learn how the built-in navigation optimizations work, including prefetching, prerendering, and client-side navigation, and how to optimize navigation for dynamic routes and slow networks. Server and Client Components Learn how you can use React Server and Client Components to render parts of your application on the server or the client. Fetching Data Learn how to fetch data and stream content that depends on data. Mutating Data Learn how to mutate data using Server Functions and Server Actions in Next.js. Caching Learn how to cache data and UI in Next.js Revalidating Learn how to revalidate cached data using time-based and on-demand strategies. Error Handling Learn how to display expected errors and handle uncaught exceptions. CSS Learn about the different ways to add CSS to your application, including Tailwind CSS, CSS Modules, Global CSS, and more. Image Optimization Learn how to optimize images in Next.js Font Optimization Learn how to optimize fonts in Next.js Metadata and OG images Learn how to add metadata to your pages and create dynamic OG images. Route Handlers Learn how to use Route Handlers Proxy Learn how to use Proxy Deploying Learn how to deploy your Next.js application. Upgrading Learn how to upgrade your Next.js application to the latest version or canary. Was this helpful? supported. Send","score":14.28100232792169,"links":[]},{"source":"web_1779060034.hat","text":"Menu Using App Router Features available in /app Latest Version 16.2.6 This page is also available as Markdown at /docs/app/guides.md . For an index of Next.js documentation , see /docs/llms.txt . Copy page Guides Last updated May 13, 2026 AI Coding Agents Learn how to configure your Next.js project so AI coding agents use up-to-date documentation instead of outdated training data. Analytics Measure and track page performance using Next.js Speed Insights Authentication Learn how to implement authentication in your Next.js application. Backend for Frontend Learn how to use Next.js as a backend framework Caching (Previous Model) Learn how to cache and revalidate data using fetch options, unstable_cache, and route segment configs for projects not using Cache Components. CDN Caching Learn how CDN caching works with Next.js, including what works today, cache variability, and the direction toward pathname-based cache keying. CI Build Caching Learn how to configure CI to cache Next.js builds Content Security Policy Learn how to set a Content Security Policy (CSP) for your Next.js application. CSS-in-JS Use CSS-in-JS libraries with Next.js Custom Server Start a Next.js app programmatically using a custom server. Data Security Learn the built-in data security features in Next.js and learn best practices for protecting your application's data. Debugging Learn how to debug your Next.js application with VS Code, Chrome DevTools, or Firefox DevTools. Deploying to Platforms Understand which Next.js features require specific platform capabilities and how to choose the right deployment target. Draft Mode Next.js has draft mode to toggle between static and dynamic pages. You can learn how it works with App Router here. Environment Variables Learn to add and access environment variables in your Next.js application. Forms Learn how to create forms in Next.js with React Server Actions. How Revalidation Works A deep dive into how Next.js revalidates cached content, including the tag system, cache consistency, and multi-instance coordination. ISR Learn how to create or update static pages at runtime with Incremental Static Regeneration. Instrumentation Learn how to use instrumentation to run code at server startup in your Next.js app Internationalization Add support for multiple languages with internationalized routing and localized content. JSON-LD Learn how to add JSON-LD to your Next.js application to describe your content to search engines and AI. Lazy Loading Lazy load imported libraries and React Components to improve your application's loading performance. Development Environment Learn how to optimize your local development environment with Next.js. Next.js MCP Server Learn how to use Next.js MCP support to allow coding agents access to your application state MDX Learn how to configure MDX and use it in your Next.js apps. Memory Usage Optimize memory used by your application in development and production. Migrating Learn how to migrate from popular frameworks to Next.js Migrating to Cache Components Learn how to migrate from route segment configs to Cache Components in Next.js. Multi-tenant Learn how to build multi-tenant apps with the App Router. Multi-zones Learn how to build micro-frontends using Next.js Multi-Zones to deploy multiple Next.js apps under a single domain. OpenTelemetry Learn how to instrument your Next.js app with OpenTelemetry. Package Bundling Learn how to analyze and optimize your application's server and client bundles with the Next.js Bundle Analyzer for Turbopack, and the `@next/bundle-analyzer` plugin for Webpack. PPR Platform Guide A guide for platform engineers on implementing PPR support, from basic origin rendering to optimized CDN integration. Prefetching Learn how to configure prefetching in Next.js Preserving UI state Learn how React's Activity component preserves UI state across navigations in Next.js and how to control what resets. Preventing Flash Learn how to correct server-rendered content before the browser paints, avoiding visible flash when the page hydrates. Production Recommendations to ensure the best performance and user experience before taking your Next.js application to production. PWAs Learn how to build a Progressive Web Application (PWA) with Next.js. Public pages Learn how to build public, \"static\" pages that share data across users, such as landing pages, list pages (products, blogs, etc.), marketing and news sites. Redirecting Learn the different ways to handle redirects in Next.js. Rendering Philosophy Learn how Next.js treats static and dynamic rendering as a spectrum at the component level, and what this means for deployment. Sass Style your Next.js application using Sass. Scripts Optimize 3rd party scripts with the built-in Script component. Self-Hosting Learn how to self-host your Next.js application on a Node.js server, Docker image, or static HTML files (static exports). SPAs Next.js fully supports building Single-Page Applications (SPAs). Static Exports Next.js enables starting as a static site or Single-Page Application (SPA), then later optionally upgrading to use features that require a server. Streaming Learn how streaming works in Next.js and how to use it to progressively render UI as data becomes available. Tailwind CSS v3 Style your Next.js Application using Tailwind CSS v3 for broader browser support. Testing Learn how to set up Next.js with four commonly used testing tools — Cypress, Playwright, Vitest, and Jest. Third Party Libraries Optimize the performance of third-party libraries in your application with the `@next/third-parties` package. Upgrading Learn how to upgrade to the latest versions of Next.js. Videos Recommendations and best practices for optimizing videos in your Next.js application. View transitions Learn how to use view transitions to communicate meaning during navigation, loading, and content changes in a Next.js app. Was this helpful? supported. Send","score":14.28100232792169,"links":[]}]},"metadata":{},"timestamp":"2026-07-08T22:47:07.285Z"}