Community services
Technical support
Technical support so that it runs in your Platform/hardware resource
Self-iteration
Mainly driven by user feedbacks
Open-Source LLM Ecosystems
Share of LLM training cases, mostly based on proven success stories.
Professional services
Consulting services
everything necessary to let commercial customers succeed
AI implementation
includes participation in training code design, development, testing, training data construction, and hyperparameter optimization
AI agents design
design AI agents tailored to enterprise workflows, focusing on task orchestration, role assignment, agent collaboration, and integration with tools and APIs
RAG design
support building RAG systems by designing retrieval pipelines, optimizing knowledge embedding, tuning vector search, and aligning generation with enterprise data