Please
Gradle
GNU Make
Eyes โ The Horror Game
Terror Lab
Dreadful
Epsilon Corp.
tup
Spatius
Anam
LiveAvatar by HeyGen
Synthesia.io
Avatar SDK
D-ID
TruGen AI
Hedra
Spatius is next-generation real-time digital human infrastructure that enables AI to communicate through natural, expressive digital characters rather than text and voice alone. Companies can use Spatius across AI education, recruiting interviews, customer service, smart terminals, and companion products to create more engaging and lifelike user experiences.
Powered by its self-developed cloud-edge 3DGS technology, Spatius addresses visual quality, deployability, and cost at the same time. The product runs across web, mobile, and intelligent hardware, remains stable on constrained networks and a wide range of devices, and supports long-duration, high-concurrency interactions at predictable costs.
Spatius currently serves TAL Education and other leading customers in the education, recruiting, smart devices , and AI companion sectors. These products have reached millions of end users and supported tens of millions of digital human conversations, helping customers take real-time digital humans from demos into long-term, large-scale production.
Please SpatiusSpatius's answer:
Spatius combines photorealistic 3D Gaussian Splatting avatars with a cloud-edge rendering architecture built specifically for real-time AI interaction. Instead of rendering every frame on cloud GPUs and streaming it as video, Spatius sends lightweight motion data to the userโs device, where the avatar is rendered locally.
This approach addresses visual quality, network reliability, device coverage, and operating cost at the same time. It allows digital humans to remain responsive during long conversations, work across web, mobile, and intelligent hardware, and scale to high-concurrency production environments.
Spatius's answer:
Spatius combines photorealistic 3D Gaussian Splatting avatars with a cloud-edge rendering architecture built specifically for real-time AI interaction. Instead of rendering every frame on cloud GPUs and streaming it as video, Spatius sends lightweight motion data to the userโs device, where the avatar is rendered locally.
This approach addresses visual quality, network reliability, device coverage, and operating cost at the same time. It allows digital humans to remain responsive during long conversations, work across web, mobile, and intelligent hardware, and scale to high-concurrency production environments.
Spatius's answer:
Spatius is built for companies and developers creating AI products that benefit from natural, face-to-face interaction. Its primary users include teams working in AI education, recruiting and interviews, customer service, smart terminals, digital assistants, intelligent devices, and AI companion products.
It is especially well suited to organizations that require long-duration conversations, high concurrency, cross-platform deployment, custom-branded characters, or reliable operation on constrained networks and hardware.
Spatius's answer:
Spatius was created to close the gap between digital human demonstrations and real-world deployment. Many avatar technologies can produce an impressive short demo, but become difficult or expensive to operate when conversations last longer, user numbers grow, or products must run across diverse devices and network environments.
The Spatius team developed its own cloud-edge 3DGS technology to solve these production challenges together. Today, Spatius helps companies turn AI into a more natural and expressive presence, bringing real-time digital humans into education, recruiting, smart devices, customer-facing terminals, and companion applications.
Spatius's answer:
Spatius is primarily built on proprietary 3D Gaussian Splatting technology and a cloud-edge rendering architecture.
Its cloud-based Motion Server converts generated speech into lightweight facial and motion data, while the AvatarKit SDK renders and animates the 3DGS character locally on the client device. Platform technologies include WebGL and WebGPU for web applications, Metal for iOS, and Vulkan for Android. Spatius can receive real-time audio through technologies such as WebSocket, WebRTC, LiveKit, and Agora, and can integrate with third-party ASR, LLM, and TTS providers.
Spatius's answer:
TAL Education is one of Spatiusโs leading customers. Spatius also works with established companies across education, recruiting, smart devices, and AI companion products.
Products powered by Spatius have reached millions of end users and supported tens of millions of digital human conversations, demonstrating the platformโs ability to operate in long-term, large-scale production environments.
Based on our record, Please seems to be more popular. It has been mentiond 12 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Pip is a command line package manager that comes with Python, but it is definitely not the only package manager. Other tools like pipenv, poetry, pdm, conda, and even some third-party applications like please can all manage Python dependencies. One common mistake beginners make is installing Python, and then running pip install (or even worse, sudo pip install), before moving forward. While this works in the... - Source: dev.to / over 1 year ago
Iโm not sure a JS library qualifies as a PL. Or automation software (SoftStack). Or an API description language. Or a build system. Source: over 3 years ago
Regarding your first point, a good alternative to Bazel is [Please][https://please.build/] - its build graph can solve exactly this problem in CI. - Source: Hacker News / over 3 years ago
Checkout: https://please.build/ - CMake is not directly supported, but you can easily extend please.build to invoke cmake commands to build your targets. - It does supports both Windows(ehweee) and Linux - MIT - BONUS: it is fast. Really fast(||)! Single binary. It is also versatile. I am using it to build a repo with multiple programming languages(C++(Wasm),Go,Js, Flutter), while spinning up vagrant and... Source: almost 4 years ago
> the best way forward is to take the ideas of Bazel (hermetic and deterministic builds) and package them as a good small build system, perhaps even compatible with Bazel so you don't have to rewrite build rules all the time. How does https://please.build measure up? - Source: Hacker News / almost 4 years ago
Gradle - Accelerate developer productivity. Gradle helps teams build, automate and deliver better software, faster. DocsExplore the documentation of Gradle. Find installation ..
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GNU Make - GNU Make is a tool which controls the generation of executables and other non-source files of a program from the program's source files.
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