RAG and Agentic AI Capstone Project
Completed by Xiaoyang Zhang
June 30, 2026
14 hours (approximately)
Xiaoyang Zhang's account is verified. Coursera certifies their successful completion of RAG and Agentic AI Capstone Project
What you will learn
Demonstrate you have the job-ready skills to design and implement a complete AI system from data to deployment.
Transform unstructured text and multimodal data into structured JSON formats using LLMs to drive data-driven decision-making.
Architect multimodal vector databases and multi-agent systems to coordinate specialized agents for high-accuracy recommendations.
Integrate complex AI ecosystems using MCP, configuring servers and clients to build, validate, and scale tool-augmented agents.
Skills you will gain
- Category: Retrieval-Augmented Generation
- Category: Agentic Workflows
- Category: JSON
- Category: Generative AI Agents
- Category: Agentic systems
- Category: System Testing
- Category: Model Context Protocol
- Category: LLM Application
- Category: Vector Databases
- Category: Embeddings
- Category: AI Orchestration
- Category: Unstructured Data
