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2. Azure OpenAI & Copilot

🌌 Microsoft's Cloud-Based AI Platform and Services

• Overview
  • Azure OpenAI Overview
• Frameworks
  • LLM Frameworks
  • Agent Frameworks
• Tooling
  • Prompt Tooling
  • Developer Tooling
• Products
  • Microsoft Copilot Products
  • Agent Development
  • Copilot Development
• Services
  • Azure AI Search
  • Azure AI Services
• Research
  • Microsoft Research
• Applications
  • Azure OpenAI Application
  • Azure OpenAI Accelerator & Samples
  • Use Case & Architecture References

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3. Research & Survey

🧠 LLM Landscape, Prompt Engineering, Finetuning, Challenges & Surveys

• Landscape
  • Large Language Model: Landscape
  • Comparison
  • Evolutionary Tree
  • LLM Collection
• Prompting
  • Prompt Engineering and Visual Prompts
• Finetuning
  • Pre-training and Post-training
  • Other Techniques and LLM Patterns
• Challenges
  • Context Constraints
  • Trustworthy, Safe and Secure LLM
  • Large Language Model's Abilities
  • Reasoning
• Products & Impact
  • OpenAI Roadmap
  • OpenAI Models
  • OpenAI Products
  • Anthropic Products
  • Google AI Products
  • AGI Discussion and Social Impact
• Survey & Build
  • Survey on Large Language Models
  • Additional Topics: A Survey of LLMs
  • LLM Research (Ranked by cite count ≥150)
  • Build an LLMs from Scratch
  • Business Use Cases

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4. Tools, Datasets, and Evaluation

🛠️ AI Tools, Training Data, Datasets & Evaluation Methods

• Tools
  • General AI Tools and Extensions
  • LLM for Robotics
  • Awesome Demo
• Data
  • Datasets for LLM Training
• Evaluation
  • Evaluating Large Language Models
  • LLM Evalution Benchmarks
  • LLMOps: Large Language Model Operations

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5. Best Practices

📋 Curated Blogs, Patterns, and Implementation Guidelines

• RAG
  • The Problem with RAG
  • RAG Solution Design
  • RAG Research
  • RAG Research (Ranked by cite count >=100)
• Agent
  • Agent Design Patterns
  • Agent Research
  • Agent Research (Ranked by cite count >=100)
  • Reflection, Tool Use, Planning and Multi-agent collaboration
  • Tool Use: LLM to Master APIs
• Reference
  • Proposals & Glossary

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📖 Legend & Notation

| Symbol | Meaning | Symbol | Meaning | |--------|---------|--------|---------| | ✍️ | Blog post / Documentation | | GitHub repository | | 🗄️ | Archived files | 💡🏆 | Recommend | | 🗣️ | Source citation | 📺 | Video content | | 📑 | Academic paper | 🤗 | Huggingface |

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