Alternatives to HunyuanCustom

From ideation to the final edits of your video, you can control every aspect using AI on a single platform. We are pioneering the integration between AI and video production. This allows the transformation of an idea into a cohesive AI-generated video. LTX Studio allows individuals to express their visions and amplifies their creativity by using new storytelling methods. Transform a simple script or idea into a detailed production. Create characters while maintaining their identity and style. With just a few clicks, you can create the final cut of a project using SFX, voiceovers, music and music. Use advanced 3D generative technologies to create new angles and give you full control over each scene. With advanced language models, you can describe the exact look and feeling of your video. It will then be rendered across all frames. Start and finish your project using a multi-modal platform, which eliminates the friction between pre- and postproduction.

VideoPoet is an innovative modeling technique that transforms any autoregressive language model or large language model (LLM) into an effective video generator. It comprises several straightforward components. An autoregressive language model is trained across multiple modalities—video, image, audio, and text—to predict the subsequent video or audio token in a sequence. The training framework for the LLM incorporates a range of multimodal generative learning objectives, such as text-to-video, text-to-image, image-to-video, video frame continuation, inpainting and outpainting of videos, video stylization, and video-to-audio conversion. Additionally, these tasks can be combined to enhance zero-shot capabilities. This straightforward approach demonstrates that language models are capable of generating and editing videos with impressive temporal coherence, showcasing the potential for advanced multimedia applications. As a result, VideoPoet opens up exciting possibilities for creative expression and automated content creation.

HunyuanVideo-Avatar allows for the transformation of any avatar images into high-dynamic, emotion-responsive videos by utilizing straightforward audio inputs. This innovative model is based on a multimodal diffusion transformer (MM-DiT) architecture, enabling the creation of lively, emotion-controllable dialogue videos featuring multiple characters. It can process various styles of avatars, including photorealistic, cartoonish, 3D-rendered, and anthropomorphic designs, accommodating different sizes from close-up portraits to full-body representations. Additionally, it includes a character image injection module that maintains character consistency while facilitating dynamic movements. An Audio Emotion Module (AEM) extracts emotional nuances from a source image, allowing for precise emotional control within the produced video content. Moreover, the Face-Aware Audio Adapter (FAA) isolates audio effects to distinct facial regions through latent-level masking, which supports independent audio-driven animations in scenarios involving multiple characters, enhancing the overall experience of storytelling through animated avatars. This comprehensive approach ensures that creators can craft richly animated narratives that resonate emotionally with audiences.

Gen-2: Advancing the Frontier of Generative AI. This innovative multi-modal AI platform is capable of creating original videos from text, images, or existing video segments. It can accurately and consistently produce new video content by either adapting the composition and style of a source image or text prompt to the framework of an existing video (Video to Video), or by solely using textual descriptions (Text to Video). This process allows for the creation of new visual narratives without the need for actual filming. User studies indicate that Gen-2's outputs are favored over traditional techniques for both image-to-image and video-to-video transformation, showcasing its superiority in the field. Furthermore, its ability to seamlessly blend creativity and technology marks a significant leap forward in generative AI capabilities.

Seaweed, an advanced AI model for video generation created by ByteDance, employs a diffusion transformer framework that boasts around 7 billion parameters and has been trained using computing power equivalent to 1,000 H100 GPUs. This model is designed to grasp world representations from extensive multi-modal datasets, which encompass video, image, and text formats, allowing it to produce videos in a variety of resolutions, aspect ratios, and lengths based solely on textual prompts. Seaweed stands out for its ability to generate realistic human characters that can exhibit a range of actions, gestures, and emotions, alongside a diverse array of meticulously detailed landscapes featuring dynamic compositions. Moreover, the model provides users with enhanced control options, enabling them to generate videos from initial images that help maintain consistent motion and aesthetic throughout the footage. It is also capable of conditioning on both the opening and closing frames to facilitate smooth transition videos, and can be fine-tuned to create content based on specific reference images, thus broadening its applicability and versatility in video production. As a result, Seaweed represents a significant leap forward in the intersection of AI and creative video generation.

SeyftAI is an advanced platform for real-time, multi-modal content moderation that effectively screens harmful and irrelevant materials across various formats, including text, images, and videos, to guarantee compliance while providing customized solutions for different languages and cultural nuances. With a wide-ranging set of tools, SeyftAI assists in maintaining clean and safe digital environments. It can identify and eliminate harmful textual content in numerous languages effortlessly. The API provided by SeyftAI facilitates the smooth integration of its content moderation features into your existing applications and workflows. Additionally, it can autonomously detect and filter out inappropriate or explicit images without the need for human oversight. SeyftAI enables users to customize content moderation workflows according to their unique requirements. Furthermore, users can obtain detailed reports and analytics on their content moderation efforts, enhancing transparency and effectiveness. By utilizing this platform, businesses can ensure that their digital content remains safe and compliant, adapting to the ever-evolving landscape of online interactions.

Utilize our automated insights and customizable metrics to assess, enhance, and perpetually refine your GenAI models. Future AGI streamlines the evaluation of AI model outputs by automatically scoring them, which removes the necessity for manual quality assurance assessments. As a result, your QA team can redirect their efforts toward more strategic initiatives, potentially boosting their efficiency and capacity by as much as tenfold. This ensures that your AI-driven customer interactions remain consistently positive and aligned with your brand identity. By optimizing your models, you can highlight the most pertinent and engaging content tailored to each user. Additionally, you can fine-tune your models to produce the most precise summaries for your audience. Future AGI empowers you to establish bespoke metrics that assess your AI model's accuracy according to the specific priorities of your use case. You can articulate your essential metrics in natural language, providing your QA team with greater adaptability and authority to evaluate model performance. This approach guarantees that your assessments are in harmony with your business goals, transcending conventional metrics such as relevance while promoting a more comprehensive evaluation framework. Embracing this method not only enhances model performance but also fosters a culture of continuous improvement within your organization.

HumanSignal's Label Studio Enterprise is a versatile platform crafted to produce high-quality labeled datasets and assess model outputs with oversight from human evaluators. This platform accommodates the labeling and evaluation of diverse data types, including images, videos, audio, text, and time series, all within a single interface. Users can customize their labeling environments through pre-existing templates and robust plugins, which allows for the adaptation of user interfaces and workflows to meet specific requirements. Moreover, Label Studio Enterprise integrates effortlessly with major cloud storage services and various ML/AI models, thus streamlining processes such as pre-annotation, AI-assisted labeling, and generating predictions for model assessment. The innovative Prompts feature allows users to utilize large language models to quickly create precise predictions, facilitating the rapid labeling of thousands of tasks. Its capabilities extend to multiple labeling applications, encompassing text classification, named entity recognition, sentiment analysis, summarization, and image captioning, making it an essential tool for various industries. Additionally, the platform's user-friendly design ensures that teams can efficiently manage their data labeling projects while maintaining high standards of accuracy.

txtai is a comprehensive open-source embeddings database that facilitates semantic search, orchestrates large language models, and streamlines language model workflows. It integrates sparse and dense vector indexes, graph networks, and relational databases, creating a solid infrastructure for vector search while serving as a valuable knowledge base for applications involving LLMs. Users can leverage txtai to design autonomous agents, execute retrieval-augmented generation strategies, and create multi-modal workflows. Among its standout features are support for vector search via SQL, integration with object storage, capabilities for topic modeling, graph analysis, and the ability to index multiple modalities. It enables the generation of embeddings from a diverse range of data types including text, documents, audio, images, and video. Furthermore, txtai provides pipelines driven by language models to manage various tasks like LLM prompting, question-answering, labeling, transcription, translation, and summarization, thereby enhancing the efficiency of these processes. This innovative platform not only simplifies complex workflows but also empowers developers to harness the full potential of AI technologies.

Our advanced multimodal assistant is meticulously crafted with a focus on privacy, security, and operational efficiency. Yasa is trained to interpret various forms of content, including text, images, videos, and tabular data, with plans to expand to additional modalities in the future. It can assist you in brainstorming for creative projects, answering fundamental questions, or extracting valuable insights from your internal datasets. With just a few straightforward commands, you can generate, train, compress, or deploy it on your own servers. Our proprietary algorithms enable you to customize the model according to your specific data and requirements. We utilize innovative techniques that encompass retrieval, fine-tuning, self-supervised instruction tuning, and reinforcement learning to optimize our model based on your unique datasets, ensuring that it meets your operational needs effectively. In doing so, we aim to enhance user experience and deliver tailored solutions that drive productivity and innovation.

Presentation Intelligence is an innovative platform designed for multi-modal presentation creation and sharing, leveraging AI technology to enable users to effortlessly generate professional-grade presentations and documents in mere seconds. Users can easily upload various content types, including text prompts, PDFs, Word documents, PowerPoint files, web pages, images, and videos, allowing the platform to automatically create structured outlines, attractive slide designs, fitting images, and maintain cohesive branding throughout different formats. Its sophisticated design engine discerns user intent, providing tailored suggestions for audience engagement, tone, and style, while also featuring a library of hundreds of customizable themes that can be modified or created from scratch in less than ten minutes. The Fluid Content Framework guarantees that presentations transition smoothly across all devices, formats, and lengths, making it particularly suitable for mobile-first applications. This versatile tool is perfect for a range of use cases, including product demonstrations, training programs, marketing presentations, educational materials, and event planning, ensuring that users can deliver impactful content regardless of the setting. With its user-friendly interface, Presentation Intelligence empowers users to elevate their presentation capabilities to new heights.

Azure AI Content Understanding empowers organizations to convert unstructured multimodal data into actionable insights. By extracting valuable information from various input formats including text, audio, images, and video, businesses can unlock essential insights. Employing advanced AI techniques like schema extraction and grounding, it ensures the generation of accurate, high-quality data suitable for further applications. This technology simplifies the integration of diverse data types into a cohesive workflow, resulting in reduced costs and an expedited path to value realization. For instance, businesses and call center operators can leverage insights from call recordings to monitor crucial KPIs, improve product experiences, and respond to customer inquiries more efficiently and accurately. Furthermore, by ingesting a wide array of data types such as documents, images, audio, or video, organizations can utilize various AI models offered in Azure AI to convert raw input into structured outputs that facilitate easier processing and analysis in subsequent applications. Such capabilities ultimately enhance decision-making processes across various sectors.

LoopingBack is an innovative, asynchronous video platform crafted to improve communication and engagement within organizations. It allows users to create and share genuine video messages while gathering diverse feedback through video, audio, and text formats, all enhanced by AI-generated insights to deliver impactful outcomes. Unlike conventional video tools, LoopingBack facilitates two-way communication, empowering recipients to reply directly and cultivate stronger connections. The platform also features engagement analytics that monitor viewer interactions, yielding critical information about message performance. Furthermore, LoopingBack's AI functionalities automatically condense feedback, highlight key themes, and seamlessly incorporate insights into team workflows, optimizing decision-making processes. By merging the personal appeal of video with the efficacy of AI, LoopingBack revolutionizes traditional surveys into immersive narratives, making it a perfect choice for marketers, remote teams, and leaders in pursuit of genuine feedback. This unique approach not only enhances user engagement but also significantly streamlines the feedback collection process.

OmniHuman-1 is an innovative AI system created by ByteDance that transforms a single image along with motion cues, such as audio or video, into realistic human videos. This advanced platform employs multimodal motion conditioning to craft lifelike avatars that exhibit accurate gestures, synchronized lip movements, and facial expressions that correspond with spoken words or music. It has the flexibility to handle various input types, including portraits, half-body, and full-body images, and can generate high-quality videos even when starting with minimal audio signals. The capabilities of OmniHuman-1 go beyond just human representation; it can animate cartoons, animals, and inanimate objects, making it ideal for a broad spectrum of creative uses, including virtual influencers, educational content, and entertainment. This groundbreaking tool provides an exceptional method for animating static images, yielding realistic outputs across diverse video formats and aspect ratios, thereby opening new avenues for creative expression. Its ability to seamlessly integrate various forms of media makes it a valuable asset for content creators looking to engage audiences in fresh and dynamic ways.

TagX provides all-encompassing data and artificial intelligence solutions, which include services such as developing AI models, generative AI, and managing the entire data lifecycle that encompasses collection, curation, web scraping, and annotation across various modalities such as image, video, text, audio, and 3D/LiDAR, in addition to synthetic data generation and smart document processing. The company has a dedicated division that focuses on the construction, fine-tuning, deployment, and management of multimodal models like GANs, VAEs, and transformers for tasks involving images, videos, audio, and language. TagX is equipped with powerful APIs that facilitate real-time insights in financial and employment sectors. The organization adheres to strict standards, including GDPR, HIPAA compliance, and ISO 27001 certification, catering to a wide range of industries such as agriculture, autonomous driving, finance, logistics, healthcare, and security, thereby providing privacy-conscious, scalable, and customizable AI datasets and models. This comprehensive approach, which spans from establishing annotation guidelines and selecting foundational models to overseeing deployment and performance monitoring, empowers enterprises to streamline their documentation processes effectively. Through these efforts, TagX not only enhances operational efficiency but also fosters innovation across various sectors.

Assistiv AI is your AI-powered strategist and mentor. Get advice from expert personas such as Digital Marketer or Branding Strategist. Customized solutions for your industry delivered with a personal touch!

NVIDIA's DeepStream SDK serves as a robust toolkit for streaming analytics, leveraging GStreamer to facilitate AI-driven processing across various sensors, including video, audio, and image data. It empowers developers to craft intricate stream-processing pipelines that seamlessly integrate neural networks alongside advanced functionalities like tracking, video encoding and decoding, as well as rendering, thereby enabling real-time analysis of diverse data formats. DeepStream plays a crucial role within NVIDIA Metropolis, a comprehensive platform aimed at converting pixel and sensor information into practical insights. This SDK presents a versatile and dynamic environment catered to multiple sectors, offering support for an array of programming languages such as C/C++, Python, and an easy-to-use UI through Graph Composer. By enabling real-time comprehension of complex, multi-modal sensor information at the edge, it enhances operational efficiency while also providing managed AI services that can be deployed in cloud-native containers managed by Kubernetes. As industries increasingly rely on AI for decision-making, DeepStream's capabilities become even more vital in unlocking the value embedded within sensor data.

HunyuanVideo is a cutting-edge video generation model powered by AI, created by Tencent, that expertly merges virtual and real components, unlocking endless creative opportunities. This innovative tool produces videos of cinematic quality, showcasing smooth movements and accurate expressions while transitioning effortlessly between lifelike and virtual aesthetics. By surpassing the limitations of brief dynamic visuals, it offers complete, fluid actions alongside comprehensive semantic content. As a result, this technology is exceptionally suited for use in various sectors, including advertising, film production, and other commercial ventures, where high-quality video content is essential. Its versatility also opens doors for new storytelling methods and enhances viewer engagement.

Ray2 represents a cutting-edge video generation model that excels at producing lifelike visuals combined with fluid, coherent motion. Its proficiency in interpreting text prompts is impressive, and it can also process images and videos as inputs. This advanced model has been developed using Luma’s innovative multi-modal architecture, which has been enhanced to provide ten times the computational power of its predecessor, Ray1. With Ray2, we are witnessing the dawn of a new era in video generation technology, characterized by rapid, coherent movement, exquisite detail, and logical narrative progression. These enhancements significantly boost the viability of the generated content, resulting in videos that are far more suitable for production purposes. Currently, Ray2 offers text-to-video generation capabilities, with plans to introduce image-to-video, video-to-video, and editing features in the near future. The model elevates the quality of motion fidelity to unprecedented heights, delivering smooth, cinematic experiences that are truly awe-inspiring. Transform your creative ideas into stunning visual narratives, and let Ray2 help you create mesmerizing scenes with accurate camera movements that bring your story to life. In this way, Ray2 empowers users to express their artistic vision like never before.

Discover a free AI generator for images and videos tailored for game assets, anime themes, artistic styles, character concepts, product designs, and photography. Experience the cutting-edge capabilities of Stable Diffusion 3 (SD3), seamlessly integrated into our AI image generator, allowing you to create breathtaking visuals for any project with ease. SD3 excels in text generation, providing precise text integration within images, while its ability to manage multiple subjects in prompts is remarkable, enabling it to depict intricate scenes with precision. Additionally, the advancements in image quality and accuracy are impressive, featuring intricate details, true-to-life colors, and realistic lighting and shadow effects. With SD3, our AI image generator transforms the creative process, offering a high-quality and efficient artistic experience. Furthermore, our video generator empowers you to produce captivating, high-resolution videos that effectively engage your audience and convey your message clearly. This combination of tools is designed to elevate your creative projects to new heights.

GPT Proto offers developers and creators a single platform to access top AI APIs such as GPT, Claude, Gemini, Midjourney, Grok, Suno, and more, eliminating the need to manage multiple accounts or pricing plans. Its pay-as-you-go model provides cost-effective, on-demand access with no monthly fees or hidden charges, ideal for both experimentation and scaling. The platform hosts APIs for a wide range of AI capabilities, from natural language processing and conversation to image generation, music production, and cinematic video creation. GPT Proto’s globally distributed servers ensure low latency and high uptime, keeping applications fast and responsive. Users appreciate the flexibility to test and combine different models easily, enabling innovative multi-modal projects. The platform also includes detailed documentation and support for quick integration. Trusted by solo developers, startups, and enterprises alike, GPT Proto helps teams reduce development time and costs while delivering cutting-edge AI-powered features. It continuously updates with new models and capabilities to keep users at the forefront of AI technology.

This system utilizes a sophisticated multi-stage diffusion model for converting text descriptions into corresponding video content, exclusively processing input in English. The framework is composed of three interconnected sub-networks: one for extracting text features, another for transforming these features into a video latent space, and a final network that converts the latent representation into a visual video format. With approximately 1.7 billion parameters, this model is designed to harness the capabilities of the Unet3D architecture, enabling effective video generation through an iterative denoising method that begins with pure Gaussian noise. This innovative approach allows for the creation of dynamic video sequences that accurately reflect the narratives provided in the input descriptions.

Enable enterprises and developers to harness advanced neural search, generative AI, and multimodal services by leveraging cutting-edge LMOps, MLOps, and cloud-native technologies. The presence of multimodal data is ubiquitous, ranging from straightforward tweets and Instagram photos to short TikTok videos, audio clips, Zoom recordings, PDFs containing diagrams, and 3D models in gaming. While this data is inherently valuable, its potential is often obscured by various modalities and incompatible formats. To facilitate the development of sophisticated AI applications, it is essential to first address the challenges of search and creation. Neural Search employs artificial intelligence to pinpoint the information you seek, enabling a description of a sunrise to correspond with an image or linking a photograph of a rose to a melody. On the other hand, Generative AI, also known as Creative AI, utilizes AI to produce content that meets user needs, capable of generating images based on descriptions or composing poetry inspired by visuals. The interplay of these technologies is transforming the landscape of information retrieval and creative expression.

DataOcean AI stands out as a premier provider of meticulously labeled training data and extensive AI data solutions, featuring an impressive array of over 1,600 pre-made datasets along with countless tailored datasets specifically designed for machine learning and artificial intelligence applications. Their diverse offerings encompass various modalities, including speech, text, images, audio, video, and multimodal data, effectively catering to tasks such as automatic speech recognition (ASR), text-to-speech (TTS), natural language processing (NLP), optical character recognition (OCR), computer vision, content moderation, machine translation, lexicon development, autonomous driving, and fine-tuning of large language models (LLMs). By integrating AI-driven methodologies with human-in-the-loop (HITL) processes through their innovative DOTS platform, DataOcean AI provides a suite of over 200 data-processing algorithms and numerous labeling tools to facilitate automation, assisted labeling, data collection, cleaning, annotation, training, and model evaluation. With nearly two decades of industry experience and a presence in over 70 countries, DataOcean AI is committed to upholding rigorous standards of quality, security, and compliance, effectively serving more than 1,000 enterprises and academic institutions across the globe. Their ongoing commitment to excellence and innovation continues to shape the future of AI data solutions.

Nomic Embed is a comprehensive collection of open-source, high-performance embedding models tailored for a range of uses, such as multilingual text processing, multimodal content integration, and code analysis. Among its offerings, Nomic Embed Text v2 employs a Mixture-of-Experts (MoE) architecture that efficiently supports more than 100 languages with a remarkable 305 million active parameters, ensuring fast inference. Meanwhile, Nomic Embed Text v1.5 introduces flexible embedding dimensions ranging from 64 to 768 via Matryoshka Representation Learning, allowing developers to optimize for both performance and storage requirements. In the realm of multimodal applications, Nomic Embed Vision v1.5 works in conjunction with its text counterparts to create a cohesive latent space for both text and image data, enhancing the capability for seamless multimodal searches. Furthermore, Nomic Embed Code excels in embedding performance across various programming languages, making it an invaluable tool for developers. This versatile suite of models not only streamlines workflows but also empowers developers to tackle a diverse array of challenges in innovative ways.

TwelveLabs is revolutionizing video intelligence with its powerful AI platform designed to understand and analyze video content at a deep level. Unlike traditional video search tools, TwelveLabs’ AI can comprehend the entire context of a video, including the spatial and temporal relationships between scenes, making it possible to discover deep insights and automate workflows. It provides fast, context-aware search results across multiple data points, including speech, text, visuals, and audio. Whether for media, advertising, or enterprise use, TwelveLabs enables businesses to gain a comprehensive understanding of their video content and make more informed decisions. The platform is highly scalable and customizable, capable of processing petabytes of video data and being deployed on the cloud, private cloud, or on-premise. With no missed moments or unreachable data, TwelveLabs ensures enterprises can fully leverage their video assets. Additionally, TwelveLabs’ flexible pricing structure allows businesses to start small and scale efficiently as needed.

Experience thorough monitoring, extensive evaluation, and engaging insights through our analytics tool powered by a multimodal LLM. Integrate diverse data sources such as videos, logs, sensor information, and documentation to achieve a holistic view of your operations. Go beyond merely addressing symptoms to identify the underlying causes of incidents, facilitating the development of proactive measures and strong solutions. Explore your data through interactive queries to gain insights and knowledge from previous incidents. Sign up now for exclusive early access to the future of robotic analytics and elevate your operational intelligence.

AlphaLearn is a user-friendly learning management system designed to facilitate the creation, management, delivery, and tracking of online courses. As a fully SaaS solution, it serves as a powerful and flexible LMS that revolutionizes the teaching and learning experience. With AlphaLearn, you can kickstart your eLearning program in just minutes, providing immediate access to educational content for learners worldwide and across various devices. This LMS software enables you to transition your entire corporate training program online swiftly and efficiently. Featuring an array of advanced LMS capabilities alongside state-of-the-art content creation and management tools, AlphaLearn allows you to craft effective training programs with ease. Its useful collaboration tools enable seamless sharing of documents and videos, as well as the creation and monitoring of assignments, polls, announcements, and reports, simplifying your workflow. Additionally, you can design courses that span single or multiple subjects, allowing for the creation of modules and chapters enriched with diverse content types, enhancing the learning experience even further. Ultimately, AlphaLearn empowers instructors and learners alike by streamlining the educational process and fostering an engaging learning environment.

Baidu’s ERNIE X1 Turbo is designed for industries that require advanced cognitive and creative AI abilities. Its multimodal processing capabilities allow it to understand and generate responses based on a range of data inputs, including text, images, and potentially audio. This AI model’s advanced reasoning mechanisms and competitive performance make it a strong alternative to high-cost models like DeepSeek R1. Additionally, ERNIE X1 Turbo integrates seamlessly into various applications, empowering developers and businesses to use AI more effectively while lowering the costs typically associated with these technologies.

SiMa presents a cutting-edge, software-focused embedded edge machine learning system-on-chip (MLSoC) platform that provides efficient, high-performance AI solutions suitable for diverse applications. This MLSoC seamlessly integrates various modalities such as text, images, audio, video, and haptic feedback, enabling it to conduct intricate ML inferences and generate outputs across any of these formats. It is compatible with numerous frameworks, including TensorFlow, PyTorch, and ONNX, and has the capability to compile over 250 different models, ensuring that users enjoy a smooth experience alongside exceptional performance-per-watt outcomes. In addition to its advanced hardware, SiMa.ai is built for comprehensive machine learning stack application development, supporting any ML workflow that customers wish to implement at the edge while maintaining both performance and user-friendliness. Furthermore, Palette's integrated ML compiler allows for the acceptance of models from any neural network framework, enhancing the platform's adaptability and versatility in meeting user needs. This combination of features positions SiMa as a leader in the rapidly evolving edge AI landscape.

Agno is a streamlined framework designed for creating agents equipped with memory, knowledge, tools, and reasoning capabilities. It allows developers to construct a variety of agents, including reasoning agents, multimodal agents, teams of agents, and comprehensive agent workflows. Additionally, Agno features an attractive user interface that facilitates communication with agents and includes tools for performance monitoring and evaluation. Being model-agnostic, it ensures a consistent interface across more than 23 model providers, eliminating the risk of vendor lock-in. Agents can be instantiated in roughly 2μs on average, which is about 10,000 times quicker than LangGraph, while consuming an average of only 3.75KiB of memory—50 times less than LangGraph. The framework prioritizes reasoning, enabling agents to engage in "thinking" and "analysis" through reasoning models, ReasoningTools, or a tailored CoT+Tool-use method. Furthermore, Agno supports native multimodality, allowing agents to handle various inputs and outputs such as text, images, audio, and video. The framework's sophisticated multi-agent architecture encompasses three operational modes: route, collaborate, and coordinate, enhancing the flexibility and effectiveness of agent interactions. By integrating these features, Agno provides a robust platform for developing intelligent agents that can adapt to diverse tasks and scenarios.

Runway Aleph represents a revolutionary advancement in in-context video modeling, transforming the landscape of multi-task visual generation and editing by allowing extensive modifications on any video clip. This model can effortlessly add, delete, or modify objects within a scene, create alternative camera perspectives, and fine-tune style and lighting based on either natural language commands or visual cues. Leveraging advanced deep-learning techniques and trained on a wide range of video data, Aleph functions entirely in context, comprehending both spatial and temporal dynamics to preserve realism throughout the editing process. Users are empowered to implement intricate effects such as inserting objects, swapping backgrounds, adjusting lighting dynamically, and transferring styles without the need for multiple separate applications for each function. The user-friendly interface of this model is seamlessly integrated into Runway's Gen-4 ecosystem, providing an API for developers alongside a visual workspace for creators, making it a versatile tool for both professionals and enthusiasts in video editing. With its innovative capabilities, Aleph is set to revolutionize how creators approach video content transformation.

Responding, recovering, and thriving in the aftermath of Covid-19 requires a robust approach. By utilizing a flexible platform equipped with powerful tools, healthcare providers can enhance patient engagement effectively. It is essential to virtualize care across the entire continuum and cater to diverse patient populations. Organizations should shift towards unified care models that harmoniously integrate both virtual and in-person services. Spark Health offers a comprehensive suite of solutions tailored for various clients who oversee patients within multiple payment frameworks. They play a critical role in linking the healthcare ecosystem, promoting seamless virtual and in-person care, and facilitating the transition to innovative value-based healthcare. This integration connects all stakeholders in the healthcare ecosystem, including patients, providers, families, communities, and systems, along with EMRs, devices, and remote patient monitoring tools. Communication is streamlined through secure methods such as talk, text, video, notifications, alerts, patient and provider portals, and permission-based access. Additionally, they promote engagement across a variety of platforms, ensuring compatibility with web, apps, wearable technology, iOS, Android, Alexa, and Google Home, thus enhancing the overall patient experience and accessibility to care. Ultimately, this comprehensive approach is crucial for fostering resilience and adaptability in today's healthcare landscape.

This is the formal release of the Shap-E code and model, which allows users to create 3D objects based on textual descriptions or images. You can generate a 3D model by providing a text prompt or a synthetic view image, and for optimal results, it's recommended to eliminate the background from the input image. Additionally, you can load 3D models or trimeshes, produce a series of multiview renders, and encode them into a point cloud, which can then be reverted to a visual format. To utilize these features effectively, ensure that you have Blender version 3.3.1 or a more recent version installed on your system. This opens up exciting possibilities for integrating 3D modeling with AI-driven creativity.

B^ DISCOVER aims to ignite your imagination and encourage creative thinking that you might not have previously explored. It also focuses on ensuring a fun and engaging user experience, even if you are new to utilizing AI for creation. By simply inputting a few words, you can produce stunning visuals that effectively communicate your concepts. Additionally, you can explore a fresh version of yourself with distinctive profiles generated from just one photograph. B^ DISCOVER is committed to ongoing enhancements to deliver even more extraordinary experiences for its users. This platform leverages the advanced capabilities of the multi-modal Karlo AI model, which has been trained on 180 million images along with their textual descriptions, allowing it to comprehend natural language and generate high-quality visuals based on your prompts. As technology evolves, B^ DISCOVER seeks to stay at the forefront of innovation in creative expression.

NVIDIA Picasso is an innovative cloud platform designed for the creation of visual applications utilizing generative AI technology. This service allows businesses, software developers, and service providers to execute inference on their models, train NVIDIA's Edify foundation models with their unique data, or utilize pre-trained models to create images, videos, and 3D content based on text prompts. Fully optimized for GPUs, Picasso enhances the efficiency of training, optimization, and inference processes on the NVIDIA DGX Cloud infrastructure. Organizations and developers are empowered to either train NVIDIA’s Edify models using their proprietary datasets or jumpstart their projects with models that have already been trained in collaboration with prestigious partners. The platform features an expert denoising network capable of producing photorealistic 4K images, while its temporal layers and innovative video denoiser ensure the generation of high-fidelity videos that maintain temporal consistency. Additionally, a cutting-edge optimization framework allows for the creation of 3D objects and meshes that exhibit high-quality geometry. This comprehensive cloud service supports the development and deployment of generative AI-based applications across image, video, and 3D formats, making it an invaluable tool for modern creators. Through its robust capabilities, NVIDIA Picasso sets a new standard in the realm of visual content generation.

3D-DOCTOR is a sophisticated software solution designed for 3D modeling, image processing, and measurement across various imaging modalities, including MRI, CT, PET, and microscopy, as well as scientific and industrial applications. It accommodates both grayscale and color images in multiple formats such as DICOM, TIFF, Interfile, GIF, JPEG, PNG, BMP, PGM, MRC, RAW, and more. This powerful software generates 3D surface models and performs volume rendering from 2D cross-sectional images in real-time on your computer. Users can export polygonal mesh models in various formats, including STL, DXF, IGES, 3DS, OBJ, VRML, PLY, and XYZ, making it suitable for applications like surgical planning, simulation, quantitative analysis, finite element analysis, and rapid prototyping. In addition, it allows for 3D volume calculations and other measurements crucial for quantitative insights. The vector-based tools enhance the ease of handling image data, facilitating measurement and analysis efficiently. Moreover, 3D CT and MRI images can be re-sliced along any chosen axis, and it is capable of registering multi-modality images to produce comprehensive image fusions, ensuring a versatile approach to imaging challenges.

JigSpace is the gateway to spatial computing. Our spatial presentations, which we call Jigs, combine 3D content with audio, video and text to create an interactive, step by step experience that enhances the communication of complex products, ideas or processes. • Immerse yourself: Discover your products in greater detail than ever before. Engage with content that has been meticulously crafted to ensure clarity and immersive communication. • Unbelievable realism: Apple Vision Pro's 4K textures, high-fidelity CAD files, and support for 4K textures create presentations that feel like they are real. • Intuitive Interaction: Manipulate Jigs intuitively using your hands. Pull apart components, annotate and explore in a hands-on, natural manner that enhances interaction and understanding. • Easy collaboration: SharePlay allows you to bring all the right people in the same room and communicate the important information for your business.

Whether you want to sell more spare parts, support your parts desk and hotline team. or drive maintenance efficiency, Partium can help with that. Partium is a multi-modal AI-supported Enterprise Part Search. It makes it easy for your users in Maintenance and After sales & Service environments to find parts in spare parts portals, web shops, and maintenance systems. It allows technicians to search by image, text, filter, bill of materials, and tags. Hotline agents can confirm part search results and connect with the users. Partium also offers insights in your users' search behavior. Partium handles millions of spare part searches every month. Caterpillar, Parker, Liebherr, Deutsche Bahn, New Holland, The Home Depot, ENGEL, Wien Energie, and many other companies use Partium to provide not just a great search for their internal employees and customers, but a search that converts at higher rates because of relevancy, accuracy, and ease-of-use.

Falkonry transforms data from the physical world into actionable information through advanced AI-driven visibility and insights. By enabling continuous monitoring of all assets and processes within your facility, it ensures that human focus is directed toward significant signals. Users gain immediate insights into both established and emerging reliability and quality concerns through a comprehensive exploration and explanation of various events. The platform efficiently navigates extensive data sets to resolve incidents and systemic challenges without the need for extensive training or setup time. With its Predictive Maintenance features, Falkonry enhances uptime and productivity in vertical casting and hot rolling operations. Additionally, its Continuous Process Monitoring capabilities improve production efficiency and product quality in processes involving lyophilizers and isolators. Through Condition-based Maintenance Plus, users can achieve success by detecting adverse conditions and anomalies early on. The patented machine learning core delivers real-time, actionable insights accompanied by explanations, empowering informed decision-making. Ultimately, Falkonry not only streamlines operational processes but also supports organizations in optimizing their overall performance and reliability.

DERMALOG has developed the fastest and most precise identification software available globally. This high-speed identification technology plays a vital role in combating identity fraud and is consistently refined to ensure dependable outcomes. The software effectively monitors identities and identifies duplicates of biometric documents, including national IDs and ePassports, making it indispensable for applications such as border control, voting registration, and managing refugee records. Furthermore, DERMALOG's solutions are both scalable and customizable, enabling a diverse range of functions related to the processing, editing, searching, retrieving, and storing of biometric templates and individual records. Beyond its advanced fingerprint technology, this German innovation leader also offers multi-modal biometric systems, allowing for the integration of fingerprint identification with iris and facial recognition capabilities. DERMALOG boasts the quickest fingerprint matching available, while its face identification features deliver exceptional accuracy and rapid results. Additionally, the DERMALOG Palm Identification system proves to be a powerful tool for effective crime resolution, further showcasing the company's commitment to enhancing security through innovative biometric solutions.

Gen-3 Alpha marks the inaugural release in a new line of models developed by Runway, leveraging an advanced infrastructure designed for extensive multimodal training. This model represents a significant leap forward in terms of fidelity, consistency, and motion capabilities compared to Gen-2, paving the way for the creation of General World Models. By being trained on both videos and images, Gen-3 Alpha will enhance Runway's various tools, including Text to Video, Image to Video, and Text to Image, while also supporting existing functionalities like Motion Brush, Advanced Camera Controls, and Director Mode. Furthermore, it will introduce new features that allow for more precise manipulation of structure, style, and motion, offering users even greater creative flexibility.

Grok 4 Heavy represents xAI’s flagship AI model, leveraging a multi-agent architecture to deliver exceptional reasoning, problem-solving, and multimodal understanding. Developed using the Colossus supercomputer, it achieves a remarkable 50% score on the HLE benchmark, placing it among the leading AI models worldwide. This version can process text, images, and is expected to soon support video inputs, enabling richer contextual comprehension. Grok 4 Heavy is designed for advanced users, including developers and researchers, who demand state-of-the-art AI capabilities for complex scientific and technical tasks. Available exclusively through a $300/month SuperGrok Heavy subscription, it offers early access to future innovations like video generation. xAI has addressed past controversies by strengthening content moderation and removing harmful prompts. The platform aims to push AI boundaries while balancing ethical considerations. Grok 4 Heavy is positioned as a formidable competitor to other leading AI systems.

Vitrea software serves as a versatile and vendor-neutral advanced visualization platform that delivers a wide range of applications across various IT settings, whether in single-site or multi-site configurations. With Vitrea Advanced Visualization, organizations can achieve standardization and streamline their radiology IT landscape effectively. The use of Global Illumination, a sophisticated 3D rendering method, enhances the photorealism of anatomical images. This allows users to capture and disseminate these visualizations for educational and communication purposes. Moreover, advanced imaging features, including in-suite 3D visualization and semi-automated measurement tools, empower healthcare providers to access patient data conveniently from any location. Furthermore, radiologists have the capability to share imaging results seamlessly throughout their entire organization. This interconnected approach not only improves collaboration but also enhances the overall quality of patient care.

YandexART, a diffusion neural net by Yandex, is designed for image and videos creation. This new neural model is a global leader in image generation quality among generative models. It is integrated into Yandex's services, such as Yandex Business or Shedevrum. It generates images and video using the cascade diffusion technique. This updated version of the neural network is already operational in the Shedevrum app, improving user experiences. YandexART, the engine behind Shedevrum, boasts a massive scale with 5 billion parameters. It was trained on a dataset of 330,000,000 images and their corresponding text descriptions. Shedevrum consistently produces high-quality content through the combination of a refined dataset with a proprietary text encoding algorithm and reinforcement learning.