Agentic AI

Agentic AI System Design

7 production AI system patterns covering agents, RAG, evaluations, vector search, and LLM serving.

AI system patterns

AI Agent PlatformRun autonomous, tool-using agents on real tasks — safely, with memory and bounded cost.Conversational ChatbotA multi-turn assistant that stays grounded, remembers context, and escalates when unsure.LLM Eval PipelineMeasure LLM/agent quality so every prompt, model, or pipeline change is a verifiable diff.LLM Serving / InferenceServe LLM completions to many users with high throughput, low latency, and bounded cost.Production RAG SystemAnswer questions over a private, changing corpus — grounded, cited, and access-controlled.Semantic SearchSearch a large corpus by meaning, not just keywords — with exact-match recall preserved.Vector DatabaseStore and search billions of embeddings by similarity with low latency and tunable recall.

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