Transform Your AI Infrastructure: Embrace the Agentic Era
The shift from traditional AI models to agentic systems is redefining software engineering. Here’s what you need to know:
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What are Agentic Systems?
Unlike static models, these systems can reason, plan, and collaborate, pushing teams to rethink key infrastructure aspects:- Statelessness
- Latency budgets
- Security boundaries
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Why AI-Ready Infrastructure?
It’s no longer about hosting a single model; it’s about building modular, scalable, and observable systems that support:- Real-time tool execution
- Dynamic reasoning loops
- Secure tool invocation
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Key Components Include:
- API Gateway (FastAPI)
- Agent Orchestrator (LangChain)
- Vector Store (Qdrant)
- Observability Layer
As we transition from simple chatbots to complex agents, mastering these infrastructures is vital.
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