LLM Agents
Autonomous LLM systems.
Components
Model: LLM brain. Tools: actions it can take. Memory: context. Planning: decompose tasks.
Implementations
LangChain agents. AutoGPT: autonomous. BabyAGI: simple. ReAct: reasoning + acting.
Use Cases
Research assistant. Code writing. Data analysis. Automation.
Key Takeaways
- Agents can use tools
- Plan and execute
- LangChain has agent implementations