Every step an agent takes must be logged and auditable. 5. Getting Started: The PDF Roadmap
We are seeing the emergence of Subject Matter Expert agents. A "Legal Agent" doesn't just answer questions; it monitors contracts for compliance violations in real-time.
Interacting with external APIs, web browsers, and software.
An agent doesn't just suggest a solution; it executes the steps to achieve a goal. According to the core tenets of agentic workflows, an agent is defined by four capabilities:
Agents use techniques like reasoning. Instead of jumping to a conclusion, the agent creates a roadmap. If you ask an agent to "Research a competitor and write a briefing," it plans to: Search for the competitor's website. Extract product features. Search for recent news. Synthesize the data into a document. B. Memory (Short-term vs. Long-term)
Implementing vector stores for memory and API gateways for tool use.
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