DeepExpert is an enterprise-grade GenAI deployment platform tailored for secure, on-premise, and domain-specific language model applications. It offers a modular no-code toolchain that enables enterprises to customize, fine-tune, and deploy LLMs or vision models without requiring in-house AI experts or public cloud resources. This platform empowers businesses and government agencies to swiftly create a proprietary AI intelligent system tailored to their enterprise needs. We ensure secure data operations within client's environments for confident AI transformation without security compromises.
The platform consists of three key modules:
o Data Expert: Supports custom training data augmentation and knowledge distillation for private AI system development. Assists in structured data generation and annotation to accelerate supervised learning.
o Finetune Expert: Provides visual, no-code interfaces for domain-specific LLM customization, with built-in training progress monitoring (loss curves, accuracy charts, inference validating).
o Document Expert: Automatically extracts, summarizes, and enables semantic search across enterprise documents, regulations, and technical manuals. It handles complex entities like tables and images, and supports fact-checking with intuitive UI, enabling precise knowledge retrieval and reasoning.
DeepExpert integrates DeepMentor's end-to-end AI ecosystem:
• Underlying AI IP: While an application platform, DeepExpert leverages the efficiency and miniaturization capabilities enabled by DeepMentor's DeepTransformCore and DeepLogCore IPs for optimal performance on underlying hardware, including the Mentor series workstations and servers.
• Knowledge Distillation: Utilizes techniques like knowledge distillation to create efficient sLLMs that retain the decision accuracy of larger models but are optimized for local deployment.
• Developer-Friendly Tools & APIs: It provides a comprehensive set of Developer Tools & RESTful APIs for inference and RAG. This includes features for document ingestion and database connection.
• Full-Stack Integration: DeepExpert is a testament to DeepMentor's ability to seamlessly integrate AI algorithms, chip design, hardware, firmware, and services, offering a truly one-stop solution for deploying robust GenAI applications.