A unified, cross-referenced knowledge base covering the entire AI stack — from mathematical foundations and deep learning through LLMs, agents, RAG, enterprise deployment, multimodal AI, safety, interpretability, and the future roadmap. Auto-enriched every 12 hours.
10 docs · 10,334 lines
ML, Deep Learning, Training, Data Engineering, RL, GNNs, Math, Federated, Causal
5 docs · 7,897 lines
Transformer, Model Families, Tokenization, Quantization, NLP
5 docs · 8,090 lines
Agent Architectures, Multi-Agent, Frameworks, MCP/ACP, Tools
3 docs · 8,182 lines
RAG Architectures, Advanced RAG, Vector Databases
3 docs · 4,493 lines
AI Deployment, Fine-Tuning, Infrastructure
10 docs · 10,163 lines
Multimodal, Diffusion, Evaluation, Prompt Engineering, Interpretability, RecSys, TS, Adv, UX, AutoML
3 docs · 1,332 lines
Research Frontiers, AI Safety, AI Governance
3 docs · 1,617 lines
Glossary, Future Roadmap, SOUL.md/SKILL.md
1 docs · 221 lines
7-Stage AI Adoption Timeline: ChatGPT to AI Economy
1 docs · 516 lines
50+ Foundational AI Papers with Summaries
3 docs · 826 lines
Industry Applications, AI Economics, Robotics
1 docs · 994 lines
Full Reference: CLI, Slash Commands, Config, Providers, Toolsets
Choose your learning path based on your role:
| Category | Docs | Lines | Key Topics |
|---|---|---|---|
| 📐 Foundations | 10 | 10,334 | ML, Deep Learning, Training, Data Engineering, RL, GNNs, Math, Federated, Causal |
| 🧠 LLMs | 5 | 7,897 | Transformer, Model Families, Tokenization, Quantization, NLP |
| 🤖 Agents | 5 | 8,090 | Agent Architectures, Multi-Agent, Frameworks, MCP/ACP, Tools |
| 🔍 RAG | 3 | 8,182 | RAG Architectures, Advanced RAG, Vector Databases |
| 🏭 Enterprise | 3 | 4,493 | AI Deployment, Fine-Tuning, Infrastructure |
| ⚡ Advanced | 10 | 10,163 | Multimodal, Diffusion, Evaluation, Prompt Engineering, Interpretability, RecSys, TS, Adv, UX, AutoML |
| 🔬 Emerging | 3 | 1,332 | Research Frontiers, AI Safety, AI Governance |
| 📚 Reference | 3 | 1,617 | Glossary, Future Roadmap, SOUL.md/SKILL.md |
| 🔄 Evolution | 1 | 221 | 7-Stage AI Adoption Timeline: ChatGPT to AI Economy |
| 📄 Papers | 1 | 516 | 50+ Foundational AI Papers with Summaries |
| 🏢 Industry | 3 | 826 | Industry Applications, AI Economics, Robotics |
| ⚡ Hermes | 1 | 994 | Full Reference: CLI, Slash Commands, Config, Providers, Toolsets |
| Total | 48 | 54,665 | 2.1 MB |
AI Library of Alexandria — Complete AI Study Reference
C:\Workspace\AiBaseKnowledge\ · 48 Documents · 54,665 Lines
June 2026 · Auto-enriching every 12 hours