AssemblyAI

AssemblyAI is an industry-leading Speech AI tool that offers powerful SpeechAI models for accurate transcription and understanding of speech. It provides breakthrough speech-to-text models, real-time captioning, and advanced speech understanding capabilities. AssemblyAI is designed to help developers build world-class products with unmatched accuracy and transformative audio intelligence.

GPT-4o is a state-of-the-art AI model developed by OpenAI, capable of processing and generating text, audio, and image outputs. It offers enhanced emotion recognition, real-time interaction, multimodal capabilities, improved accessibility, and advanced language capabilities. GPT-4o provides cost-effective and efficient AI solutions with superior vision and audio understanding. It aims to revolutionize human-computer interaction and empower users worldwide with cutting-edge AI technology.

The pyannote AI Speaker Intelligence Platform is an advanced AI tool designed for developers to detect, segment, label, and separate speakers in any language. It offers state-of-the-art speaker diarization models that accurately identify speakers in audio recordings, providing valuable insights and improving productivity. With optimized AI models, the platform saves time, effort, and money by delivering top-tier performance. The tool is language agnostic and offers advanced features such as speaker partitioning, identification, overlapping speech detection, voice activity detection, speaker separation, and confidence scoring.

GPT-4O is a free all-in-one OpenAI tool that offers advanced AI capabilities for online solutions. It enhances productivity, creativity, and problem-solving by providing real-time text, vision, and audio processing. With features like instantaneous interaction, integrated multimodal processing, and advanced emotion detection, GPT-4O revolutionizes user experiences across various industries. Its broad accessibility democratizes access to cutting-edge AI technology, empowering users globally.

Infinipilot.AI is an AI co-pilot application designed for macOS users to enhance productivity and streamline various tasks. It offers features such as autocomplete, style and grammar fixes, translation, developer utilities, and AI-driven question answering. The application prioritizes privacy by using local language models and provides accessibility features like text-to-speech and speech-to-text functionalities. Infinipilot.AI integrates with various AI models like OpenAI and Claude, ensuring efficient performance and continuous updates. The application also offers discounts for students and non-profit organizations, along with a 14-day money-back guarantee.

Open Translation AI is an AI-powered translation tool that provides human-like, fluent, and near-perfect translations. It utilizes advanced machine learning algorithms to analyze and translate text, capturing the nuances and context of the original language. With Open Translation AI, users can easily translate documents, websites, and other content into over 100 languages, ensuring accurate and effective communication across linguistic barriers.

Janus Pro AI is an advanced unified multimodal AI model that combines image understanding and generation capabilities. It incorporates optimized training strategies, expanded training data, and larger model scaling to achieve significant advancements in both multimodal understanding and text-to-image generation tasks. Janus Pro features a decoupled visual encoding system, outperforming leading models like DALL-E 3 and Stable Diffusion in benchmark tests. It offers open-source compatibility, vision processing specifications, cost-effective scalability, and an optimized training framework.

Rev AI is a leading Speech to Text API and Speech Recognition Service provider, offering high accuracy and a wide range of features for audio and video transcription. Their AI models are trained on a diverse collection of voices, setting the standard for accuracy in video and voice applications. With a focus on accuracy, readability, and security, Rev AI provides a comprehensive solution for speech-to-text and natural language processing needs.

PPWORD is a cutting-edge AI platform that integrates mainstream AI technologies. It offers a wide range of AI services, including text-to-speech, music generation, image generation, and more. The platform is powered by advanced models such as GPT4 Turbo, Dall-E 3.0, and ChatGPT-4o, providing stable and fast AI solutions. Users can access various AI features like ChatGPT, Midjourney-v6, and suno for text, image, and music generation. PPWORD aims to revolutionize the AI landscape by offering comprehensive AI capabilities to its users.

DeepSeek AI is an advanced artificial intelligence tool that offers cutting-edge solutions for various industries. The platform leverages state-of-the-art AI algorithms to provide accurate and efficient data analysis, predictive modeling, and decision-making support. With its user-friendly interface and powerful capabilities, DeepSeek AI empowers businesses to streamline operations, optimize processes, and drive innovation.

WikeAI is an all-in-one AI platform that offers top models like GPT4, Claude3, Mistral, and Llama3. It provides advanced AI capabilities such as conversation simulation, content generation, and more. Users can experience professional-level cross-model integration and benefit from AI-powered content writing, social media ads creation, and product description generation. WikeAI simplifies the use of AI technology with a one-time payment model, making it accessible and cost-effective. The platform supports various AI models and offers fast content generation, unique and original content, and commercial use rights.

LM-Kit.NET is a comprehensive AI toolkit for .NET developers, offering a wide range of features such as AI agent integration, data processing, text analysis, translation, text generation, and model optimization. The toolkit enables developers to create intelligent and adaptable AI applications by providing tools for language models, sentiment analysis, emotion detection, and more. With a focus on performance optimization and security, LM-Kit.NET empowers developers to build cutting-edge AI solutions seamlessly into their C# and VB.NET applications.

Tavus is an AI tool that offers digital twin APIs for video generation and conversational video interfaces. It provides developers with cutting-edge AI technology to create immersive video experiences using AI-generated digital twins. Tavus' Phoenix model enables the generation of realistic digital replicas with natural face movements and expressions. The platform also supports rapid training, instant inference, and multi-language capabilities. With a developer-first approach, Tavus focuses on security, trust, and user experience, offering features like dubbing APIs and automated content moderation. The tool is praised for its speed of development cycles, high-quality AI video, and exceptional customer service.

Signapse AI is an AI-powered sign language translation application that revolutionizes accessibility for Deaf individuals. It offers real-time Generative AI sign language translation software, seamlessly translating British Sign Language (BSL) and American Sign Language (ASL) for public spaces, websites, and videos. The application utilizes a large dataset of sign language videos, AI technology for video selection and blending, and integrates into workflows to provide accurate and engaging communication. Signapse aims to bridge communication barriers and ensure inclusivity by making content truly inclusive and accessible to everyone.

Flux AI Image Generator is a cutting-edge AI tool developed by Black Forest Labs, offering state-of-the-art text-to-image generation capabilities. Powered by the Flux.1 model family, this AI application transforms text descriptions into captivating visuals with exceptional quality and precision. With versatile model suites, wide-ranging image generation capabilities, and user-friendly platform, Flux AI sets a new standard in AI-driven image creation. The platform caters to personal, research, and commercial applications, making it suitable for various industries such as creative, marketing, entertainment, and education.

X Detector is a free AI content detector and checker that accurately identifies whether a text is AI-generated or human-written. It leverages advanced detection strategies, including corpus-based comparison, language model analysis, feature extraction, and plagiarism detection, to achieve over 99% accuracy. The tool supports multiple languages, ensures data security with Web3 encryption, and has been widely acclaimed for its reliability and efficiency. X Detector is ideal for students, teachers, writers, and institutions to maintain academic integrity, prevent plagiarism, and verify the authenticity of written content.

The Art Review Generator is a natural language processing tool and text generator that analyzes language used to describe art and culture. It generates medium-length sentences based on 57 years of art reviews from Artforum. The tool uses deep matrices of probability to create new text, focusing on modern art reviews with distinctive language. It can simulate thesis and supporting statements, but may also produce poetic loops and glitches. While it offers new insights into original texts, it may exhibit bias and judgement from the training data.

SpeakShift is a language translation business that provides a comprehensive suite of software and solutions that enable real-time translation of speech, video, and live streaming presentations. Their AI-powered voice translation technology enables seamless communication between people who speak different languages. SpeakShift's video dubbing services make it easy to create multilingual content that resonates with viewers worldwide. Their perception-enabled language analytics technology provides real-time insights about the language used in your content.

aimlapi.com is an AI tool that offers 100+ AI models accessible via one API. It provides developers with a wide range of AI models for various tasks such as chat, language, image generation, and code processing. The platform is designed to be user-friendly, cost-efficient, and scalable, making it suitable for developers of all levels. With a focus on transparency, affordability, and compatibility with OpenAI, aimlapi.com aims to provide high-quality AI solutions to its users.

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.

AssemblyAI is an industry-leading Speech AI tool that offers powerful SpeechAI models for accurate transcription and understanding of speech. It provides breakthrough speech-to-text models, real-time captioning, and advanced speech understanding capabilities. AssemblyAI is designed to help developers build world-class products with unmatched accuracy and transformative audio intelligence.

Flowjin is an AI-powered tool that helps users transform long videos and audios into engaging short video clips with automatic captions, precise cuts, and custom branding. It is designed for marketers, creators, business owners, and agencies to easily repurpose their content for social media platforms. Flowjin's AI analyzes the content to identify key ideas and convert them into various formats, streamlining the content creation workflow and enabling users to create and schedule multiple short videos quickly.

Translate.Video is an AI multi-speaker video translation tool that offers speaker diarization, voice cloning, text-to-speech, and instant voice cloning features. It allows users to translate videos to over 75 languages with just one click, making content creation and translation efficient and accessible. The tool also provides plugins for popular design software like Photoshop, Illustrator, and Figma, enabling users to accelerate creative translation. Translate.Video is designed to help creators, influencers, and enterprises reach a global audience by simplifying the captioning, subtitling, and dubbing process.

Cutlabs is an AI-powered video editing tool designed for content creators, offering a suite of features to save time, drive engagement, and enhance productivity. The tool utilizes advanced AI technology to automatically generate highlights, search for specific moments within videos, monitor channels, provide game insights, and more. Cutlabs aims to streamline the video-editing process, allowing creators to focus on content creation rather than spending hours on editing tasks.

La Casa is an AI-powered platform that offers a range of NSFW (Not Safe For Work) tools and applications for adult content creators. It provides AI writing assistants, specialized AI tools, and AI sex chatbots to help users generate personalized adult content such as captions, scripts, stories, and more. With features like uncensored generative AIs and personalized content creation, La Casa aims to streamline the adult content creation process and provide a unique experience for its users.

FireCut is a lightning-fast AI video editor designed to streamline the video editing process for creators. It offers features such as silence cutting, captions, zooms, chapters, and podcasts automation. Users can transcribe 50+ languages, generate trendy captions, switch cameras automatically, create chapters, and add zoom cuts effortlessly. FireCut has received positive feedback from users for its efficiency, time-saving capabilities, and user-friendly experience.

Circleboom is an AI-powered social media management tool that enables users, brands, and SMBs to grow and strengthen their social accounts. It offers a wide range of features such as RSS feed integration, post scheduling, AI post generation, hashtag generation, and account analytics. Circleboom focuses on simplicity and intuitive design to provide users with easy-to-use tools for managing their social media presence effectively. Trusted by professionals, Circleboom aims to help users expand their social circle and achieve their social media goals.

Gemoo is an AI-powered platform that offers a wide range of tools for creating, editing, and sharing videos. It provides features such as AI caption generation, watermark removal, screen recording with auto zoom, and more. Gemoo simplifies the workflow of video and image creation by automating various editing processes. Users can easily enhance their videos with dynamic captions, zoom effects, and other popular effects to make them go viral on social media platforms like TikTok, Instagram, and YouTube.

10LevelUp is an AI Video Clip Generator that automatically identifies the highlights of your YouTube videos and creates short clips for social media. It helps users save time by repurposing content efficiently, with features like Auto Multi Speaker Detection, Auto Clipping, Auto Captions, and Content Aware Cropping. The tool is trusted by top creators worldwide for creating engaging posts and gaining more subscribers.

GPT Marketplace is the first ever GPT app store community in the market, allowing users to browse, create, publish, share, and sell AI apps in minutes. It offers a variety of AI tools such as Instagram Caption Generator, Fitness Coach, SEO Keyword Generator, Blog Writer, Reddit Post Generator, and News Headline Generator. Users can access hand-picked AI tools developed by a community of developers and AI enthusiasts. The platform also provides analytics tools to track performance and optimize marketing activities.

Taggy is an AI-powered tool that helps you generate engaging captions and quotes for your social media posts. It analyzes the content of your pictures and suggests relevant text that you can use to promote your brand or connect with your audience. With Taggy, you can save time and effort while creating high-quality content that will help you stand out on social media.

Marvin is a lightweight toolkit for building natural language interfaces that are reliable, scalable, and easy to trust. It provides a variety of AI functions for text, images, audio, and video, as well as interactive tools and utilities. Marvin is designed to be easy to use and integrate, and it can be used to build a wide range of applications, from simple chatbots to complex AI-powered systems.

Optimo is a suite of AI-powered marketing tools designed to boost creativity and speed up everyday marketing tasks. With Optimo, you can generate Instagram captions, blog post titles, keyword clusters, blog post briefs, and Facebook ad information in seconds. Optimo is perfect for SEO, marketing, and productivity.

Tagalytics Pro is an AI-driven caption and hashtag generator that helps users create engaging and effective content for social media. The tool uses artificial intelligence to analyze images and generate a variety of captions and hashtags that are relevant to the content. Tagalytics Pro is designed to be easy to use and affordable, making it a great option for businesses and individuals who want to improve their social media presence.

Crayo is an AI-powered tool that helps users create short videos quickly and easily. With Crayo, users can generate captions, effects, background music, and even voiceovers for their videos, all with just a few clicks. Crayo is perfect for users who want to create engaging and shareable videos for social media, marketing, or any other purpose.

Grum is a website that provides free Instagram marketing tools and resources. The website offers a variety of tools, including an Instagram hashtag generator, comment generator, AI art generator, username generator, caption generator, and bio generator. Grum also has a blog that provides tips and advice on Instagram marketing.

Munch is an AI-powered video repurposing platform that helps businesses and individuals extract the most engaging and impactful clips from their long-form videos. With its advanced machine learning capabilities, Munch analyzes video content to identify key moments, generate captions, and create social media posts. It supports multiple languages and provides insights into marketing trends to help users optimize their content for different platforms.

Awesome AI is a practical directory of AI tools offering a wide range of AI applications for various purposes. With over 500 AI websites and tools, users can find solutions for tasks such as image caption generation, voice conversion, research paper drafting, adult entertainment, lead generation, video translation, chatbot creation, logo design, content generation, and more. The platform caters to global creators with multilingual support and aims to enhance user experiences through AI-powered solutions.

CaptionBot is an AI tool developed by Microsoft Cognitive Services that provides automated image captioning. It uses advanced artificial intelligence algorithms to analyze images and generate descriptive captions. Users can upload images to the platform and receive accurate and detailed descriptions of the content within the images. CaptionBot.ai aims to assist users in understanding and interpreting visual content more effectively through the power of AI technology.

Short.ai is an AI-powered video generator tool that simplifies the process of creating viral social media videos for businesses. It offers one-click video creation using pre-made templates, content layout, and AI assistance for subtitle content generation. The tool caters to businesses, marketers, sales agents, and content creators across various industries, providing a versatile platform for successful video marketing campaigns. Short.ai ensures data security through strict privacy policies and encryption, supporting multiple languages for content creation. With features like faceless video templates, personalized video creation, popular social media video templates, and seamless video editing, Short.ai enhances video content creation and engagement for users.

LlamaIndex is a leading data framework designed for building LLM (Large Language Model) applications. It allows enterprises to turn their data into production-ready applications by providing functionalities such as loading data from various sources, indexing data, orchestrating workflows, and evaluating application performance. The platform offers extensive documentation, community-contributed resources, and integration options to support developers in creating innovative LLM applications.

Cupiee is an AI-powered emotion companion on Web3 that aims to support and relieve users' emotions. It offers features like creating personalized spaces, sharing feelings anonymously, earning rewards through activities, and using the CUPI token for transactions and NFT sales. The platform also includes a roadmap for future developments, such as chat with AI Pet, generative AI based on stories, and building a marketplace for NFT and AI Pet trading.

Easy Islamic Dream Interpretation is an AI tool that offers dream interpretations based on Quranic verses, Hadith, and established Islamic principles. The tool draws insights from classical Islamic scholars like Ibn Sirin, Al-Nabulsi, and Ibn Kathir to provide accurate and meaningful interpretations of dreams. Users can gain a deeper understanding of their dreams through the lens of Islamic teachings and traditions.

Pipeless Agents is a platform that allows users to convert any video feed into an actionable data stream, enabling automation of tasks based on visual inputs. It serves as a serverless platform for Vision AI, offering the ability to create projects, connect video sources, and customize agents for specific needs. With a focus on simplicity and efficiency, Pipeless Agents empowers users to extract structured data from various video sources and automate processes with minimal coding requirements.

Dreamy.ai is an AI application that allows users to create their own virtual girlfriend powered by Artificial Intelligence. Users can customize the look, personality, and relationship of their AI companion with just one click. The platform provides a unique and interactive experience for users to connect with AI companions and explore the world of artificial intelligence.

Devath is the world's first AI-powered SmartHome platform that revolutionizes the way users interact with their smart devices. It eliminates the need for writing extensive lines of code by allowing users to simply give instructions to the AI for seamless device control. With features like splash resistance and responsive design, Devath offers a user-friendly experience for managing smart home functionalities. The platform also enables developers to preview and test their apps before submission, providing a 99% faster publishing process. Devath is continuously evolving with user feedback and aims to enhance the SmartHome experience through AI copilots and customizable features. With Devath, users can control their devices from the web and enjoy free unlimited access to the AI era of SmartHome.

moderation.dev is an AI tool that offers domain-specific guardrails to help organizations identify and manage risks efficiently. By leveraging AI technology, the tool provides custom guardrail models in just one click. It specializes in predicting risks associated with AI chatbots and creating models to intercept queries that a traditional chatbot might struggle to answer accurately.

BlinkAI is an innovative AI tool that provides GPTs with superpowers by giving them a wallet, enabling them to function as personal financial assistants, bankers, money managers, shoppers, and more. It aims to enhance Web3 user experience by leveraging AI capabilities. The tool empowers users to accomplish tasks more efficiently and effectively.

FancyMe.ai is a social network platform that allows users to follow and chat with AI creators, characters, and more. Users can interact with unique characters from Anime and Games, engage in live chats, access exclusive content, and be part of a community of like-minded individuals. The platform offers advanced AI-assisted tools to maximize user results and productivity. FancyMe.ai aims to create a pleasant experience for both supporters and creators by providing engaging content and a supportive community.

Myple is an AI application that enables users to build, scale, and secure AI applications with ease. It provides production-ready AI solutions tailored to individual needs, offering a seamless user experience. With support for multiple languages and frameworks, Myple simplifies the integration of AI through open-source SDKs. The platform features a clean interface, keyboard shortcuts for efficient navigation, and templates to kickstart AI projects. Additionally, Myple offers AI-powered tools like RAG chatbot for documentation, Gmail agent for email notifications, and AskFeynman for physics-related queries. Users can connect their favorite tools and services effortlessly, without any coding. Joining the beta program grants early access to new features and issue resolution prioritization.

MeDA School is an educational platform dedicated to promoting and nurturing talents in the field of Medical Artificial Intelligence (AI). The platform aims to establish a solid foundation for intelligent and precision medical talent pools in Taiwan and globally. MeDA School facilitates interaction and communication among members of the intelligent medical ecosystem, fostering deep understanding and trust in the operation and tasks of medical AI. The platform offers a blend of virtual and physical courses, inviting domain experts to share cutting-edge knowledge and integrating interdisciplinary knowledge to be practically applied in various fields.

Supertype is a full-cycle data science consultancy offering a range of services including computer vision, custom BI development, managed data analytics, programmatic report generation, and more. They specialize in providing tailored solutions for data analytics, business intelligence, and data engineering services. Supertype also offers services for developing custom web dashboards, computer vision research and development, PDF generation, managed analytics services, and LLM development. Their expertise extends to implementing data science in various industries such as e-commerce, mobile apps & games, and financial markets. Additionally, Supertype provides bespoke solutions for enterprises, advisory and consulting services, and an incubator platform for data scientists and engineers to work on real-world projects.

AutomationEdge is a hyperautomation company offering a platform with RPA, IT Automation, Conversational AI, and Document Processing capabilities. They provide industry-specific automation solutions through their extensible platform, enabling end-to-end automation. The company focuses on making workplaces smarter and better through automation and AI technologies. AutomationEdge offers solutions for various industries such as banking, insurance, healthcare, manufacturing, and more. Their platform includes features like Robotic Process Automation (RPA), Conversational AI, Intelligent Document Processing, and Data & API Integration.

Techstrong Learning is an AI-powered platform that hosts various virtual and in-person events focusing on technology, innovation, and enterprise development. The platform aims to bring together professionals from diverse backgrounds to explore the transformative impact of AI across different business landscapes. With a special focus on enterprise, DevOps, and AI development, Techstrong Learning offers a holistic learning experience through conferences, summits, and virtual events. Participants gain valuable insights into leveraging AI for decision-making, cost efficiency, and customer engagement, equipping them with strategic knowledge to navigate the future of AI-driven business dynamics.

Replicate is an AI tool that allows users to run and fine-tune open-source models, deploy custom models at scale, and generate images, text, videos, music, and speech with just one line of code. It provides a platform for the community to contribute and explore thousands of production-ready AI models, enabling users to push the boundaries of AI beyond academic papers and demos. With features like fine-tuning models, deploying custom models, and scaling on Replicate, users can easily create and deploy AI solutions for various tasks.

The AI Raspberry Pi Cat Detection is a hardware AI starter kit designed for cat detection and narration using Raspberry Pi. It allows users to monitor their cats at home and receive alerts when unusual behavior is detected. Additionally, it can be customized for various other detection tasks like bird watching, raccoon deterrent, plant monitoring, and package alerts. The application is user-friendly and offers the flexibility to create personalized AI use cases beyond cat detection.

Chatbase is an AI tool that provides custom ChatGPT models tailored to your data. It allows users to create conversational AI models that are specific to their needs, enabling more engaging and personalized interactions with customers. With Chatbase, users can easily train, deploy, and manage chatbots for various applications such as customer support, virtual assistants, and more. The platform offers advanced natural language processing capabilities to understand and respond to user queries effectively.

ARC is an AI-driven platform designed to address and mitigate the uncertainties of the digital world in the fast-paced Web3 environment. It offers vigilant monitoring, AI-driven insights, and user-friendly resources to simplify Web3 development, secure investments, and uncover true potential in the blockchain universe. ARC aims to make digital investment secure and profitable, breaking down barriers for both seasoned developers and curious newcomers.

Prem is an AI platform that empowers developers and businesses to build and fine-tune generative AI models with ease. It offers a user-friendly development platform for developers to create AI solutions effortlessly. For businesses, Prem provides tailored model fine-tuning and training to meet unique requirements, ensuring data sovereignty and ownership. Trusted by global companies, Prem accelerates the advent of sovereign generative AI by simplifying complex AI tasks and enabling full control over intellectual capital. With a suite of foundational open-source SLMs, Prem supercharges business applications with cutting-edge research and customization options.

GAIA is a powerful creation engine designed for the AI Age. It provides users with advanced tools and capabilities to develop AI applications, machine learning models, and data analytics solutions. With a user-friendly interface and robust features, GAIA empowers individuals and organizations to harness the potential of artificial intelligence for various projects and initiatives. Whether you are a data scientist, developer, or AI enthusiast, GAIA offers a comprehensive platform to bring your ideas to life and drive innovation in the rapidly evolving AI landscape.

EDIA is an automated CONTENT LABELLING platform that enables modular, goal-oriented, and reusable content using high-end AI. The platform provides instant structure and insight into content through its Metadata API, integrated with various systems and authoring tools. EDIA offers subscription services, tools, and API integrations to automate metadata creation. Users can create a free account to access the platform's tools. The platform aims to improve content discoverability, reduce production costs, and enhance content management efficiency.

Chatbots Magazine is a platform dedicated to educating and informing readers about chatbots and artificial intelligence. It provides a wide range of articles, tutorials, and resources related to chatbots, conversational commerce, and AI integration. The platform aims to help individuals and businesses understand the potential of chatbots in various industries and how they can leverage this technology to improve customer service and streamline operations.

CloudApper AI is an advanced AI platform that helps businesses build, integrate, and deploy AI solutions seamlessly. The platform offers a holistic system comprising Generative AI, Workflows, and Integration components to enhance decision-making, automate processes, and synchronize data with existing enterprise systems. CloudApper AI aims to democratize AI by providing cutting-edge AI/LLM technology, seamless integration capability, and secure data handling without the need for extensive programming skills. The platform empowers businesses to stay ahead in the digital landscape by leveraging advanced technologies and ensuring every developer can leverage AI to transform legacy processes.

Microsoft Copilot Studio is an end-to-end conversational AI platform that allows users to design intelligent, actionable, and connected AI assistants for employees and customers. Users can create custom copilots, design conversational applications using generative AI and large language models, and customize Copilot for Microsoft 365. The platform offers capabilities to build copilots, generate conversations, bring systems to life, control copilot responses, handle complex queries, and offer personalized interactions. It also enables users to expand copilot reach, extend line-of-business apps, and escalate conversations with human agents.