Latest AI Resources

Kapi Bookkeeping is an intelligent AI bookkeeping app launched by Shangtang Technology. The application takes automatic bookkeeping as its core function, automatically recognizes amounts and classifications, and supports voice input, making bookkeeping easy and convenient. Kapi Bookkeeping can intelligently analyze billing data and regularly push personalized consumption summaries and financial advice to help users better...

Gemini CLI is Google's open source AI programming tool based on incorporating the Gemini Big Model into the developer's endpoint to provide developers with powerful AI capabilities. The tool understands code, manipulates files, executes commands, and dynamically troubleshoots problems to help developers efficiently write generation...

AnimaTensor is a quadratic image generation model from the CagliostroLab team and TensorArt, based on an innovative V-Prediction technique that optimizes noise scheduling by predicting the "speed" of the image generation process....

Gemini Robotics On-Device is a vision-language-action model from Google DeepMind that supports running locally in a robot. The model is able to perform tasks offline, performing fine actions based on natural language commands, such as folding clothes and pulling open bags...

11ai is an AI voice assistant launched by ElevenLabs, with voice interaction as the core, through natural and smooth dialogue to enhance the user's work efficiency. 11ai supports more than 5,000 voices, and users can customize the exclusive voice, the assistant is more personalized. With low-latency voice inter...

Inkblade AIPPT is the inkblade launched AI PPT creation tools, based on intelligent technology to simplify the production process of PPT. Users only need to enter the theme or import the document, AI can quickly generate a complete structure, design unity and content-rich PPT. tools with intelligent matching copy, a key to generate charts and diagrams, self...

Mu is a small-parameter language model from Microsoft with only 330 million parameters, designed to run efficiently on NPUs and edge devices. The model is based on an encoder-decoder architecture, and achieves a response rate of over 100 tokens per second through hardware-aware optimization, model quantization, and task-specific fine-tuning.M...

TanRice is an AI food recommendation tool launched by Jitterbug, a subsidiary of ByteDance, which relies on the Beanbag Big Model to provide users with personalized food recommendations, store scouting comparisons, food tips and other services. TanRice can accurately recommend nearby restaurants and dishes based on users' taste preferences and location, support assisted ordering, and provide group-buying and takeaway services...

Confucius3-Math is the first domestic open source reasoning model focused on mathematics education open-sourced by NetEaseYouDao. With 14 billion parameters, optimized for K-12 math education scenarios, it can run efficiently on a single consumer GPU (such as RTX 4090D), with an inference performance of about...

Comate AI IDE is the industry's first multi-modal, multi-intelligence body collaborative AI native IDE launched by Baidu Wenshin Express Code, with powerful multi-modal capabilities, support for the design draft of a key to the code (F2C), image to the code, and the natural language to the code, the front-end development scenarios in the performance of the outstanding...

DeepPiano is an intelligent piano application with a big model as its core launched by Zhiqu Technology. Through advanced artificial intelligence technology, it provides a variety of convenient functions for piano players and learners.DeepPiano can realize intelligent sheet music page turning, automatic recognition of playing progress, no need to manually operate...

MoFlow is an emotion management app that combines psychology and AI technology. It provides a private space for users to express their emotions through writing and chatting, and the AI partner will patiently listen to give feedback.

Kimi-Researcher is a new generation Agent model trained on end-to-end autonomous reinforcement learning (end-to-end agentic RL) technology from Kimi, a subsidiary of Dark Side of the Moon, designed for deep research tasks. It can autonomously regulate...

OmniTalker is a real-time text-driven talking avatar generation framework from Alibaba. The framework can simultaneously handle multiple modal inputs such as text, images, audio and video to generate natural speech responses based on a streaming approach. The core is based on the Thinker-Talker architecture , Thin...

FactSnap is a new generation AI information verification tool that helps users quickly verify the authenticity of web information. By integrating multiple models and search engines, it performs real-time verification of selected text while the user is browsing the web.

SongGeneration is a high-quality song generation project launched by Tencent AI Lab. Based on the LeLM (Large Language Model for Music) framework, it can generate vocals and accompaniment in parallel, realizing the harmony of the two...

DeepSite V2 is an AI web page generation tool based on the DeepSeek R1-0528 model. Without installing or configuring a local environment, users can quickly generate, preview, and iterate website pages with simple text prompts.

Skywork-SWE-32B is an open source 32B scale software engineering (SWE) autonomous code intelligences base model introduced by Kunlun World Wide Web. The model focuses on software engineering tasks, has powerful repository-level code repair capabilities, and can perform in complex scenarios with multi-round interactions and long text processing...

Hailuo Video Agent is a zero-threshold AI video creation Agent launched by MiniMax, open Beta version. Through simple text input or image upload, high-quality creative videos can be generated in one click, covering a variety of application scenarios, such as broad...

AQ is an AI medical health tool launched by Ant Group. Based on advanced AI technology, it provides users with convenient medical health services. The tool is based on AQ for health consultation, access to AI intelligent Q&A services, support for uploading pictures for interpretation of reports, cases, etc. AQ supports personal and family health record management...

Magentic-UI is Microsoft's open source human-computer collaboration AI Agent research tool.Magentic-UI is based on working closely with users to facilitate complex Web tasks such as Web browsing, code execution, and file handling. The tool emphasizes collaborative planning, enabling users to raise...

Flycount JavaAI is an intelligent Java development assistant launched by Flycount Technology. The platform supports natural language input to realize the whole process of intelligent development from requirements analysis to code generation. Developers only need to enter a description of the requirements, Flycount JavaAI can accurately understand and generate a complete engineering code framework, the platform...

Midjourney V1 is the first AI video generation model from Midjourney, which supports transforming static images into vivid and dynamic videos with the help of advanced AI technology. Users just need to upload images or images generated with Midjourney, tap...

xbench is an AI benchmarking tool launched by Sequoia China. Based on the dual-track evaluation system, it evaluates the upper limit of AI system's capability and technology boundary on one hand, and quantifies the utility value of AI system in real scenarios on the other hand. xbench is based on the evergreen mechanism of evaluation, and dynamically updates the test content to ensure that the evaluation...

Love Chart is an intelligent data visualization platform launched by Dysprosium Technology. Based on AI technology, the platform automatically recommends appropriate chart types based on data characteristics and generates beautiful chart styles. The platform supports bar charts, line charts, pie charts and other chart types, and provides rich templates for users to customize.

wcplusPro is a professional WeChat public number data collection and analysis tool. The tool supports the collection of public number history articles and a variety of data (such as title, content, readership, etc.), provides efficient data management functions, and supports handling fast retrieval and sorting of million-level articles. wcplusPro...

Xiaoka Health is an AI health management app launched by Beijing FioTech to help users easily manage calorie intake and consumption. Users just need to take a picture of the food, and the app can quickly recognize the calories and other nutrients of the food and record them automatically without manual input. The app is based on the user's age, gender, weight, height...

Miaojiao is a professional AI video content analysis and generation tool, based on deep learning algorithms, which analyzes the visual, audio and creative structure of the video in an all-round way, revealing the laws behind the explosive videos. Miaojiao can analyze composition, color, and lens language, assess creative uniqueness and emotional resonance, and provide trend insights and optimization suggestions...

ChartAI is an efficient data visualization tool that automatically analyzes data based on AI technology and generates intuitive charts to help users quickly understand complex information.ChartAI supports the import of a variety of data formats (e.g., Excel, CSV), and supports intelligent recommendation of the most suitable charts ...

Kotae is an intelligent chatbot platform designed for small businesses and developed on ChatGPT technology. Supporting over 80 languages, the platform responds quickly and naturally to customer inquiries, generating accurate answers based on analyzing a user's website content, training documents, FAQs, etc. Kotae has no...

OpenEvidence is a medical knowledge assistant platform based on AI technology to provide accurate clinical support for doctors and healthcare workers. The platform is based on small specialized models and multi-model integration architecture to quickly answer clinical questions, analyze symptoms, recommend treatment plans, and provide the latest medical knowledge more...

Leaning Wonderful Writer is an AI dissertation writing tool that provides an efficient and convenient solution for academic writing. The tool supports one-click generation of dissertation outlines, abstracts and first drafts of the body of the paper, which is applicable to different levels of academic needs such as undergraduate and master's degrees, and covers multi-disciplinary fields such as science and technology, liberal arts and social sciences.

WriteHERE is an open source AI long essay writing framework introduced by a team led by Jürgen Schmidhuber. The framework is based on a heterogeneous recursive planning technique that dynamically decomposes the writing task into three heterogeneous tasks: retrieval, reasoning and writing, based on a directed acyclic graph (DA...

SurveyGO (Volume Ji) is an open source AI paper writing tool from Tsinghua University in conjunction with the Facing Intelligence team, which can help researchers and students to quickly generate literature review sections. Users only need to enter the topic and description of the paper, the tool can quickly generate a clear structure and rich content of the review article, support tens of thousands of words long...

Hailuo 02 is a new AI video generation model from MiniMax, an upgraded version of Hailuo 01. The model performs well in the graph-generated and text-generated video domains, ranking second only to Byte's Seedance 1.0 and surpassing the fast...

Easy Pen AI is an intelligent tool designed for academic writing that helps students, researchers and all kinds of academic writers to quickly generate high-quality first drafts and frameworks for their papers. Based on advanced AI technology, the tool generates in a short time the first draft of a paper containing introduction, literature review, research methodology based on the topic and keywords of the paper inputted by the user...

Mindsera is an intelligent AI journaling tool that helps users improve their mental health and cognitive abilities based on AI technology.Mindsera parses the user's text in depth, tapping into underlying emotions and thought patterns to help users understand themselves better.Mindsera has a built-in smart chat feature...

Color Swirl is a one-stop PPT generation platform that integrates AI intelligent creation, multi-person collaboration and secure sharing. Users input the theme or import text, the platform can generate high-quality presentations with one click, supporting intelligent graphics, text optimization and content layout adjustment. Color Swirl provides a rich library of templates to meet the needs of different scenarios ...

MagicSet is an efficient and convenient online AI design platform that provides users with one-stop design solutions. The platform integrates a rich copyright material library, with 500,000+ genuine pictures, illustrations, art characters and other materials, users can commercialize for free without worrying about copyright issues. The platform provides more than 200,000 design templates, including...

Teacher Help is an AI intelligent tool platform designed for teachers to improve their work efficiency and teaching quality based on AI technology. The platform provides a variety of functions, including lesson plan generation, one-click conversion of courseware to PPT, homework and test question design, student comment generation, and teaching plan writing. The platform supports text translation...

DeckSpeed is an AI presentation creation tool based on conversational interaction, where users express their needs based on natural language and quickly generate personalized slides without relying on traditional templates. The tool supports real-time feedback adjustment, users can modify the color, style and content of the slide at any time to ensure that the presentation is complete...

Slidev is an open source slide production tool , based on Markdown and Vue technology stack development . Tools to support users with simple Markdown syntax to quickly create slides , support for code highlighting , real-time coding demonstration , mathematical formula rendering , chart generation and other functions ...

DeerFlow is a byte jump open source deep research framework designed for efficiently accomplishing complex research tasks. The framework integrates multiple language models (e.g. Qwen) and tools (e.g. search engines , crawlers , Python execution environment ) , can quickly generate high-quality research reports , podcasts ...

Dolphin is a byte jump open source lightweight document parsing large model , with 322M parameters , small size and fast running speed . The model is based on a two-stage parsing approach , based on page-level layout analysis to identify the elements in the document ( such as headings , tables, formulas , etc.) , and then the content of each element parsed ...

PromptPilot is an AI prompt optimization platform launched by Volcano Engine under ByteDance. The platform deeply analyzes the user's intention and transforms vague ideas into professional instructions that can be precisely executed by AI, ensuring that the model outputs high-quality results. Based on interactive guidance, PromptP...

Kimi-Dev is an open source code model from Moonshot AI designed for software engineering with 72B parameters. The model has a powerful BugFixer feature that can automatically locate and fix code errors, and the model provides test code generation...

HIRING.STUDIO is an AI recruitment interview assistance tool that helps recruitment teams efficiently create job-specific interview questions. Based on AI technology, the tool generates interview questions, suggests follow-up questions, and develops evaluation criteria for answers of varying quality. The tool supports the STAR method...

QVQ-Max is a state-of-the-art visual reasoning model introduced by Alitonix, which is an upgraded version of QVQ-72B-Preview. QVQ-Max is an advanced visual reasoning model that can "read" images and video content and combine the information for analysis, reasoning and problem solving.QVQ-Max's main functions include image parsing, video analysis...

MiniMax-M1 is an open source inference model from the MiniMax team, based on a combination of the Mixed Expert Architecture (MoE) and the Lightning Attention mechanism, with 456 billion total parameters. The model supports 100...

n8n is a powerful open source automation tool that supports the creation of workflows through a visual interface that connects various applications and services to automate tasks. n8n brings together a wide range of useful workflow templates that cover everything from simple data processing to complex business process automation.

Agent Zero is an open-source artificial intelligence framework to create general-purpose, highly customizable intelligent assistants. Through dynamic learning and evolution, it is able to handle a wide range of tasks, with persistent memory capabilities that remember previous experiences and solutions to accomplish subsequent tasks more efficiently.

Klic Studio (formerly Krillin AI) is an AI-based video translation, dubbing and voice cloning tool designed for video creators and content exporters. It supports one-click deployment of the whole process, which can complete the video from download to finished output in one click, and is adapted to Jittery, Xiaohongshu, B...

Resume Builder is a professional AI resume builder tool designed for job seekers. The tool combines AI technology to provide keywords and writing suggestions based on job descriptions to help users write resumes that precisely match hiring requirements. The platform has more than 25 customizable resume templates and super...

ConverzAI is a recruiting platform based on AI technology that optimizes the hiring process. The platform is based on deploying virtual recruiters (AI Agents) to automatically collect candidate information from the Application Tracking System (ATS) and perform initial screening. The platform uses multiple channels such as phone, email, SMS...

Mercor is an AI-driven platform for global recruiting that streamlines the job search and hiring process. Job seekers upload their resumes to complete a 20-minute AI interview, and Mercor matches the user's information to thousands of job requests from companies around the world to quickly find remote job opportunities.Mercor core features...

Clacky AI is a cloud-based development environment (CDE) for developers dedicated to creating L3-level AI programming assistants. The tool supports multiple programming languages, including Python, Node.js, Golang, Ruby, and Java, and can help developers quickly put...

MagicTryOn is an advanced video virtual try-on framework launched by the School of Computer Science and Technology of Zhejiang University in collaboration with vivo and other organizations. The framework replaces the traditional U-Net architecture with an innovative Diffusion Transformer (DiT) architecture, combined with a fully self-attentive machine...

Homestyler is the world's top AI home decoration design platform jointly created by Homestyler and Alibaba. Based on AI, 3D, VR and big data technologies, the platform provides convenient online design tools for home decoration designers and DIY customers, and at the same time provides digital...

PandaWiki is an open source AI knowledge base building system that helps users quickly build an intelligent knowledge management system. The system is based on powerful AI big model capabilities, providing AI-assisted creation, Q&A and search functions, significantly improving the efficiency and intelligence of knowledge management.

Anifusion is an online AI manga and anime image creation platform based on AI technology that helps creators produce professional-grade manga and anime artwork without the need for drawing skills. Users simply enter descriptive prompts and AI can automatically generate comic pages and character images. The platform offers intuitive layout...

ZeroSearch is Alibaba Tongyi Lab open source innovative large model search engine framework. The framework does not need to interact with real search engines , based on the simulation of the search engine , with a large model of its own pre-training knowledge to generate relevant or noise documents , significantly reducing the training cost ( reduce 80% or more ...

Shortbread is an AI comic generation tool that allows users to quickly create complete comics based on simple natural language descriptions.Shortbread doesn't require any drawing skills, just type in the text and AI quickly generates personalized comics with unique characters, scenes and emotions.Sho...

ChatUI is an open source intelligent conversational UI component library launched by Alibaba team.ChatUI based on the React framework written in TypeScript , with responsive design , automatically adapted to desktop browsers and mobile devices and other terminals.ChatUI supports internationalization features ...

MotionGo is an AI-driven PPT animation plug-in, based on intelligent dialog and exclusive animation libraries, to help users create presentations quickly and efficiently.MotionGo provides more than 7,000 kinds of animation effects, supports FlowCode function, breaks through the limitations of traditional animation, and realizes the complex motion...

Youdao Little P is an AI all-subject learning assistant launched by NetEase Youdao, designed for K12 students, equipped with the Youdao Ziyi education big model, covering elementary school, middle school and high school all-subject Q&A, providing personalized learning advice. With AI word search and AI translation functions, Youdao Little P helps students quickly solve language problems...

Sparkify is an AI animated video generation platform launched by Google. The platform is based on Gemini 2.5 and Veo2 models, users input questions or complex concepts, Sparkify in 2 minutes to generate intuitive animated short videos to explain the relevant knowledge points. The platform supports text, image and...

AIVA (Artificial Intelligence Virtual Artist) is powerful AI music generation platform that generates over 250 styles of original music in seconds. Users influence the generated music based on uploading audio or MIDI files...

VideoTutor is an AI educational aid designed for K12 students that automatically generates instructional videos with animations and voice-over explanations based on user-entered text, screenshots, or voice-over questions. The tool covers SAT Math, AP Math, STEM knowledge and...

Manga Image Translator is an open source manga image text translation tool that supports one-click translation of the text in a manga or image into the target language.Manga Image Translator can seamlessly embed the original image, maintaining the original style of the manga and cloth...

Index-AniSora is an advanced anime video generation model open source by Beili Beili. The model can generate a coherent animation video based on a single picture , support a variety of styles , such as drama , national animation , VTuber content and so on. The model is based on the diffusion model architecture , combined with the space-time mask module , 3D...

Muzaic is an AI-driven online music generation platform designed for video producers and content creators that enables AI-based technology to quickly generate customized music that matches video content, generating a one-minute studio-quality track in just 8 seconds.

Shear Little Ying is an AI video editing application launched by Byte Jump, designed for zero-basic users, with simple and convenient operation. The application has AI intelligent analysis function, can accurately identify the scene, characters and other elements in the material, to provide users with intelligent editing guidelines. Based on the automated movie function, users can quickly generate high-quality...

Magic Resume is an online AI resume optimization tool based on advanced AI technology to help users quickly create professional and personalized resumes. The tool supports intelligent touch-ups, grammar checking and professional suggestions to automatically enhance the professionalism of textual expressions. All data is stored locally to ensure privacy and security.

Job AI resume is an efficient and convenient intelligent resume generation and optimization platform. Based on AI technology, the platform helps users quickly generate professional and personalized resumes. Users only need to enter basic information and experience, the platform can generate high-quality resume in a short time, providing 2800+ beautiful templates, covering a variety of positions.

NovaCV is an intelligent resume generation tool. The tool is based on advanced AI technology to help users quickly create a professional job resume.AI resume assistant supports one-click generation of job descriptions, intelligent embellishment of the language, optimize the expression of the real-time error correction, provide Chinese and English translation.

V-JEPA 2 is a large model of the world based on video data with 1.2 billion parameters from Meta AI. The model is trained based on self-supervised learning from over 1 million hours of video and 1 million images to understand objects, actions, and movements in the physical world...

Mistral Code is an AI programming assistant for enterprise development teams launched by Mistral AI, integrating the four major models of Codestral, Codestral Embed, Devstral and Mistral Medium, supporting...

imgAK is a one-stop AI image processing tool, based on advanced deep learning technology, providing users with a variety of powerful image editing features. imgAK supports repairing scratches, breaks and fading problems in old photos, and can automatically colorize black and white photos to make them look new. imgAK is a one-stop AI image processing tool, based on advanced deep learning technology, offering users a variety of powerful image editing features.

AopsAI is an online AI tool that transforms old photos into dynamic short videos. Based on advanced AI technology, the tool makes static photos "move", recreating beautiful moments from the past. Users upload photos and provide their email address, and AopsAI automatically generates a video within 24 hours and sends it to...

Genspark AI is an innovative AI browser from Genspark, Inc.Genspark AI comes with a built-in intelligent assistant that helps users find better deals, compare product prices, and analyze user reviews while shopping to help them make smarter purchasing decisions....

Doubao Big Model 1.6 (Doubao-Seed-1.6) is a multimodal deep thinking big model launched by ByteDance. The model supports a variety of input forms such as text, images, videos, etc., and can generate high-quality text output. The model has a 256k long context window, and the maximum input length can be up to 2...

Seedance 1.0 is an advanced video generation model introduced by ByteDance Seed team.Seedance 1.0 supports text and image inputs, generates 1080p high quality videos with seamless multi-camera switching, has native multi-camera narrative capabilities, and realizes far, middle, and near...

AI Pocket Sheet Music is a music processing platform based on AI technology, mainly for music creators, teachers, students and music lovers. The platform supports one-key conversion of audio files into pentatonic scores, rapid separation of vocal and accompaniment tracks, automatic generation of complete musical works based on the melody or chords input by the user, and support for MP3 ...

Splash is an innovative AI music creation platform that helps users easily create personalized music pieces. Based on advanced AI technology, the platform provides text-to-song, text-to-rap and generative text-to-music functions, where users only need to input text and AI can generate melodies and singing effects.

Music Muse is a music creation platform based on advanced AI technology. Users input simple descriptions, such as music style, mood, rhythm, etc., and AI quickly generates music works that meet the needs, without the need for specialized music knowledge. The platform supports a variety of styles such as pop, rock, classical, etc., and can generate music according to the mood of...

Jammable is an AI music cover platform that allows users to upload music or select an existing work and let the AI mimic the voice or style of a favorite artist to create a new cover version.Jammable generates high-quality music quickly, with results in seconds, and features popular sounds, music compilations, and co...

Magistral is an inference model from Mistral AI that focuses on transparent, multilingual and domain-specific reasoning capabilities. The model consists of an open source version (Magistral Small) and an enterprise version (Magistral Medium), the latter in...

o3-pro is an upgraded version of the o3 inference model from OpenAI, designed to handle complex questions and provide accurate answers. The model supports invoking ChatGPT's full suite of tools, such as web search, file analysis, image inference and Python programming, demonstrating powerful execution...

Narakeet is powerful AI text-to-speech platform based on natural speech synthesis technology that supports fast conversion of text, Word documents, PPT presentations or subtitle files to high-quality audio and automatic synchronization with video content.

AIFlowy is an open source enterprise-level AI application development platform, based on Java development, against byte Coze, Tencent meta ware and Dify and other products. Support for intelligent dialog robots, private knowledge base construction, AI workflow orchestration and large model management and other functions, to provide a complete system management model...

Elegant YOYA is a multimodal literate video platform launched by Zhongke Wenge, the platform is based on AI multimodal technology to empower the whole chain of video content creation. Users only need to input the theme requirements, the platform can quickly generate scripts, images, videos, and can complete intelligent editing, voice synthesis and character mouth drive and other operations, the output...

Uthana is a powerful AI 3D character animation generation platform. Users can input text descriptions, upload reference videos, or search motion libraries, and AI can quickly generate realistic animations and support adapting models with any bone structure. The platform is equipped with a variety of features such as style migration, API integration, customization...

Vace AI is a powerful one-stop AI video production and editing platform. The platform generates high-quality video content based on text descriptions or reference images, and supports a variety of editing features such as video expansion, style conversion, subject removal and reconstruction.

Penguin Reading Companion is an AI reading assistant designed for primary and secondary school students by Tencent. Penguin Reading Companion relies on Tencent's hybrid big model and metamachine platform, combined with the Compulsory Education Language Curriculum Program and Curriculum Standards (2022 Edition), to provide students with personalized reading recommendations, multiple reading modes (focusing, reading aloud, listening...

Lemon Slice Live is a real-time video chat AI tool from Lemon Slice, Inc.Lemon Slice Live is based on the Diffusion Transformer Model (DiT), which supports the transformation of any photo or illustration into a real-time interactive animated...

BoomCut is an AI cross-border marketing video localization tool launched by Little Shadow Technology. The tool is equipped with powerful features, based on advanced lip-sync driving and tone cloning technology, to quickly generate multiple language versions of spoken word videos to meet the language needs of users in different countries and regions.

Mobvoi MCP Server is a tool for integrating multimodal AI capabilities launched by GoDoQ. Mobvoi MCP Server is a multimodal AI tool that integrates voice generation, sound cloning, image-driven digital people, video dubbing and video translation, etc., which can be flexibly invoked by users inputting text.Mobvoi MCP S...

Rowboat is an open source low-code AI IDE that supports building multi-intelligent body assistants.Rowboat is based on a visual interface and AI-assisted development features to help users quickly design, configure and test intelligent body workflows. Supporting users to describe requirements in natural language, Row...

Shangtang Ruying is an AI digital human video production platform launched by Shangtang Technology. Based on big model technology, the platform supports the creation of highly realistic digital human images and personalization, including facial features, clothing, hairstyles, and so on. The platform is equipped with sound cloning, video generation, automated data labeling, real-time interaction, and other functions...