AI agents ni mifumo inayotumia LLMs kutekeleza kazi kwa kujitegemea — kupanga, kutumia zana, na kuchukua hatua ili kufikia malengo, badala ya kujibu tu maswali yanayotoka kwa mara moja. Zinawakilisha maendeleo ya kuelekezwa kwa programu za AI zenye uwezo zaidi na kujitegemea.
AI agents ni nini
AI AGENT → an LLM-powered system that autonomously works toward a GOAL:
→ REASONS/plans → breaks a goal into steps
→ uses TOOLS → calls functions, APIs, searches, runs code, accesses data
→ takes ACTIONS and observes results → iterates (a loop of think → act → observe)
→ works toward the goal with some AUTONOMY (multi-step, not a single response)
→ beyond single Q&A → an LLM that can DO things over multiple steps
