Partners & Tech Stack
The tools and collaborators behind NOBOGYAN
NOBOGYAN is built on open-source infrastructure and integrated with iFlytek for the 15th China Software Cup competition.
Technology Partners
iFlytek
Voice & Speech Technology Partner
iFlytek provides voice and speech services that power NOBOGYAN's multimodal capabilities:
ASR (Speech Recognition)
Voice input for the AI tutor via WebSocket streaming
TTS (Text-to-Speech)
Voice synthesis for tutoring responses (with Edge TTS fallback)
Spark LLM
Optional LLM provider for competition evaluation
Competition Track
15th China Software Cup (iFlytek Track)
Integration Details
- WebSocket-based streaming for real-time voice interactions
- Automatic fallback between iFlytek TTS and Edge TTS
- Competition track alignment for the 15th China Software Cup
Academic Partners
We are actively seeking partnerships with:
- Universities and colleges
- Online learning platforms
- Educational research institutions
- Technical training centers
If your institution is interested in piloting NOBOGYAN or collaborating on research, please contact us at theveloxstudio@gmail.com
Technology Stack
Open-source tools and frameworks NOBOGYAN is built on:
| Partner | Technology | Use Case |
|---|---|---|
| Kimi (Moonshot AI) | LLM Provider | Primary production LLM (kimi-k2.6) |
| OpenRouter | Model aggregation | LLM fallback and free-tier routing |
| PostgreSQL | Database | Primary data storage |
| Redis | Caching | Sessions and performance |
| Weaviate | Vector DB | Semantic search and RAG |
| Docker | Containerization | Deployment and scaling |
| Next.js | Framework | Frontend application |
| FastAPI | Framework | Backend APIs |
| Judge0 | Code execution | Coding exercise sandbox |
Become a Partner
We're looking for partners who share our vision:
Educational Institutions
- • Pilot NOBOGYAN with your students
- • Co-develop curriculum for your subject area
- • Research collaboration on adaptive learning
Technology Companies
- • Integrate your LLM or voice services
- • Joint technical publications
- • Co-development on open-source components
Content Providers
- • Contribute educational content to the knowledge graph
- • RAG knowledge base collaboration
- • Subject-area expertise
Partner Benefits
For Educational Partners
- Pilot NOBOGYAN with your students
- Co-develop curriculum for your subject area
- Research collaboration on adaptive learning
- Direct feedback channel with development team
For Technology Partners
- Technical documentation and integration support
- Joint case studies and publications
- Co-development on open-source components
- Credit and recognition in project materials
Trust & Security
How we handle partner and user data:
Data Privacy
Student data stays on-platform
Security
JWT auth, hashed credentials
Open Source
Auditable codebase
Transparency
Clear terms and privacy policy
Contact for Partnerships
theveloxstudio@gmail.comSubject: "[Partnership Inquiry]"
Interested in collaborating? Reach out at theveloxstudio@gmail.com.