PLAUDERE ENGINEERING
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This space covers the technical foundation and development story behind the web platform. It of... More
This space covers the technical foundation and development story behind the web platform. It offers a detailed look at how the site is built, from its earliest concepts to its current implementation.
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about 10 months ago
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#engineering #plaudere
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Implementing artificial intelligence for user support in hardware-constrained environments requ... More
Implementing artificial intelligence for user support in hardware-constrained environments requires a critical balance between technical capability and operational efficiency. This technical analysis explores the deployment of a Small Language Model (SLM), specifically the Qwen 1.5 0.5B model, integrated through a handcrafted Retrieval-Augmented Generation (RAG) architecture. By leveraging lightweight tools such as Fuse.js for in-memory fuzzy searching, the application optimises RAM and CPU usage, demonstrating that it is possible to provide natural, context-aware responses without relying on massive infrastructure or complex vector databases, ensuring application stability under strict server constraints.
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about 2 months ago
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Democratising collaborative streaming requires overcoming the critical technical challenge of l... More
Democratising collaborative streaming requires overcoming the critical technical challenge of latency, particularly where musical synchrony is the core requirement. This analysis details the implementation of an architecture based on the Web Audio API and WebSockets, designed to mitigate delay through a unidirectional data flow and the use of programmable delay nodes. The solution prioritises audio integrity over video load, employing adaptive canvas-based image capture techniques to ensure a seamless and coherent audience experience, effectively turning the network into an efficient, cost-effective environment for joint creation.
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about 9 months ago
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The development of this streaming prototype based on Node.js and the Web Audio API demonstrates... More
The development of this streaming prototype based on Node.js and the Web Audio API demonstrates the technical viability of media transfer through audio chunk segmentation and synchronised video frames. The architecture leverages Web Workers for offloading intensive processing and WebSockets for bidirectional distribution, integrating resilience logic that dynamically adjusts frame rates during network fluctuations. The project roadmap prioritises latency optimisation, the implementation of copyright protection systems, and a transition toward server-side processing to maximise performance on end-user devices.
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about 10 months ago
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