1. App & Agent

• Agent Protocols
  • MCP
  • A2A
  • Computer use

• Coding & Research
  • Coding
  • Skill / Harness
  • Domain-Specific Agents
  • Deep Research

3. Research & Survey

• Challenges
  • Context Constraints
  • Trustworthy, Safe and Secure LLM
  • Large Language Model's Abilities
  • Reasoning

• 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

5. Best Practices

• 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

3. Research & Survey

• Finetuning
  • Pre-training and Post-training
  • Other Techniques and LLM Patterns

3. Research & Survey

• Products & Impact
  • OpenAI Roadmap
  • OpenAI Models
  • OpenAI Products
  • Anthropic Products
  • Google AI Products
  • AGI Discussion and Social Impact

2. Azure OpenAI & Copilot

• Services
  • Azure AI Search
  • Microsoft Foundry & AI Services

3. Research & Survey

• Landscape
  • Large Language Model: Landscape
  • Comparison
  • Evolutionary Tree
  • LLM Collection

• Prompting
  • Prompt Engineering and Visual Prompts

4. Tools, Datasets, and Evaluation

• Tools
  • General AI Tools and Extensions
  • LLM for Robotics
  • Awesome Demo

• Evaluation
  • Evaluating Large Language Models
  • LLM Evalution Benchmarks
  • LLMOps: Large Language Model Operations

1. App & Agent

• RAG
  • RAG
  • Advanced RAG
  • GraphRAG
  • RAG Application
  • Vector Database & Embedding

• Application
  • Top Agent Frameworks
  • Orchestration Framework
  • Frameworks / SDKs
  • Apps / Ready-to-use Agents
  • Popular LLM Applications (Ranked by GitHub star count ≥1000)
  • No Code & User Interface
  • Personal AI assistant & desktop
  • Caching
  • Data Processing
  • Gateway
  • Memory

2. Azure OpenAI & Copilot

• Research
  • Microsoft Research

4. Tools, Datasets, and Evaluation

• Data
  • Datasets for LLM Training

5. Best Practices

• Reference
  • Proposals & Glossary