LearnKartS

Advanced Agentic AI: Production Data Architecture

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LearnKartS

Advanced Agentic AI: Production Data Architecture

LearnKartS
Nikhil Agarwal

Instructors: LearnKartS

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
Advanced level

Recommended experience

8 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Advanced level

Recommended experience

8 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Build a production-ready RAG engine usingpgVectorand PostgreSQL with embeddings, similarity search, and optimized query pipelines 

  • Design intelligent AI workflows with MCP integration, enablingtool-driven agentsto process real customer and order scenarios 

  • Implement advanced prompt engineering and context construction to generateaccurate, grounded responses in dynamic AI applications 

  • Architect scalable MongoDB systems with schemas, service migration, query optimization, and production-ready data handling strategies

Details to know

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Recently updated!

April 2026

Assessments

12 assignments

Taught in English

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This course is part of the Full Stack Agentic AI Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 2 modules in this course

Learn how to connect NodeJS to pgVector, store embeddings, and implement vector similarity search. Build a RAG engine, generate context, and integrate it as a tool in MCP for real-world AI workflows.

What's included

18 videos6 assignments

Implement MongoDB with Mongoose, design optimized schemas for customers and orders, and migrate from mock data to production-ready databases. Ensure clean, efficient, and scalable data handling for your agentic AI system.

What's included

19 videos6 assignments

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Instructors

LearnKartS
157 Courses191,032 learners

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LearnKartS

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