What is Workflow?Workflow kya hai?

🧸 Think of it likeAise samjho

Like a fixed assembly line where one station uses AI, versus an agent, which is more like a worker deciding the steps on their own.Ek fixed assembly line jaisa jismein ek station AI use karta hai, jabki agent ek worker jaisa hai jo steps khud tay karta hai.

📘 ExplainedVistaar se

Many business processes have known steps: classify the ticket, fetch context, draft a reply, check policy. A workflow hard codes the order and uses the LLM only where judgement is needed. It's cheaper, faster and easier to test than an autonomous agent; add agent style decisions only where they clearly help.Kai business processes ke steps pata hote hain: ticket classify karo, context lao, reply draft karo, policy check karo. Workflow order ko code mein tay karta hai aur LLM sirf wahan use karta hai jahan samajh chahiye. Yeh autonomous agent se sasta, tez aur test karne mein aasaan hai; agent jaise faisle wahin jodo jahan saaf faayda ho.

💡 Real exampleAsli example

Invoice processing: OCR, LLM extracts fields, code validates totals, human reviews exceptions.Invoice processing: OCR, LLM fields nikaalta hai, code totals validate karta hai, insaan exceptions dekhta hai.

📖 Learn it step by stepStep by step seekho

• AI agents: plan, act, observe, repeatAI agents: plan, act, observe, repeat

🔗 Related termsJude hue shabd

• AgentAn LLM that works in a loop: plans a step, uses a tool, looks at the result, and decides the next step until the goal is done.Ek LLM jo loop mein kaam karta hai: step plan karta hai, tool use karta hai, result dekhta hai, aur goal poora hone tak agla step tay karta hai.
• Tool callingLetting an LLM request actions or data from your code, like looking up an order or sending an email.LLM ko aapke code se actions ya data maangne dena, jaise order dhoondhna ya email bhejna.