About onchipAI

onchipAI is built upon open source technologies:

• Cheminformatics & AI Training: use RDKit and DeepChem for processing chemical structures, alongside PyTorch and PyTorch Geometric for building massive "Teacher" Graph Neural Networks, and XGBoost for ultra-fast "Student" Knowledge Distillation.
• Edge Gateway & Inverse Predictor: using MQTT to securely transfer sensor data to be analyzed and displayed through statistical graphs, while utilizing multi-objective optimization to calculate ideal machine parameters.
• Factory Chip Deployment: Bare-metal inference deployed natively using ESP-IDF (C/C++) on low-cost ESP32 microcontrollers (Xtensa & RISC-V), completely eliminating cloud dependency.

onchipAI is free and use open source technologies and open weight AI models.