The AI Agent Revolution
AI agents are software systems that can perceive their environment, reason about goals, and take actions autonomously. In 2024, they moved from research labs to production systems.
What Makes an AI Agent?
An AI agent consists of: a language model for reasoning, tools for taking actions, memory for context, and an orchestration layer to tie it together.
RAG: The Key to Accurate Agents
Retrieval-Augmented Generation (RAG) combines LLMs with your proprietary data, allowing agents to answer questions about your specific domain without hallucinating.
Integration Strategies
Start small with a single use case — customer support, document processing, or internal search. Measure ROI before expanding.