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llm

4 items tagged with "llm"

Course

AI Engineering Buildcamp: From RAG to Agents

A hands-on course on building production AI applications with large language models: retrieval-augmented generation (RAG), structured output, AI agents, testing, monitoring, and evaluation. Learners build real projects -- a documentation assistant, a YouTube summarizer, a books RAG system, and their own capstone -- across seven core modules, from foundational RAG through agentic flows to production-grade testing, monitoring, and evaluation.

Sep 21, 2026
ai-agents rag llm testing monitoring evaluation
Project

AI Data Cleaning Assistant

A production-style app that automates messy CSV cleanup: upload a file, profile it, generate AI-backed cleaning steps, apply deterministic transformations, and download a cleaned dataset with a human-readable report. Turns a repetitive, error-prone task into a repeatable pipeline with tests, an API, and Cloud Run deployment. LLM acts as planner, cleaning engine is deterministic for reliability.

Dec 15, 2025
data-cleaning fastapi react llm mcp cloud-run openapi