AI Agents
From Chatbots to Autonomous Actors.
A chatbot answers questions. An Agent takes action. Agents use LLMs as a "reasoning engine" to decide which tools to use to complete a goal.
ReAct Pattern
Thought: The user wants to find the weather in Tokyo.
Action: Call tool `weather_api("Tokyo")`.
Observation: API returned "22°C, Cloudy".
Thought: I have the answer.
Final Answer: It is currently 22°C and cloudy in Tokyo.
Capabilities
- Browsing the web.
- Querying a SQL database.
- Calling internal APIs (e.g., Jira, Slack).
- Writing and executing Python code.