MachinaCheck: Multi-Agent CNC Manufacturability Analysis with AMD MI300X and Qwen 2.5

⚙️ In this video, we explore MachinaCheck, a multi-agent AI system introduced on the Hugging Face blog.
⚙️ MachinaCheck takes a STEP file, material type, tolerance, and thread specifications, then generates a CNC manufacturability report.
⚙️ The system is built with Qwen 2.5 7B, AMD Instinct MI300X, ROCm, vLLM, LangChain, cadquery, FastAPI, and Hugging Face Spaces.
⚙️ It parses CAD geometry directly to extract holes, flat surfaces, chamfers, fillets, bounding boxes, volume, and other manufacturing-relevant features.
⚙️ A key advantage is privacy: proprietary STEP geometry can be processed on-premise without sending sensitive manufacturing data to external APIs.

#AI #ManufacturingAI #MultiAgent #CNC #MachinaCheck #AMDMI300X #Qwen #vLLM #HuggingFace

Видео MachinaCheck: Multi-Agent CNC Manufacturability Analysis with AMD MI300X and Qwen 2.5 канала CosmoX