Microsoft Excel Data Analysis - Learn How The Experts Use It
Vincent Gomez
5.0 (5,696)·2h 57m · 40 lectures
$3.00$12–$199up to −98%
Loading course
Enterprise AI for Banking with Spring AI, RAG, MCP & Agents
Build a governed AI prototype using Spring Boot, Spring AI, RAG, MCP, memory, workflows, and multi-agent orchestration.
5.032 reviews158 learners
- Intermediate
- 7h 12m video
- 80 lectures
- English
- Captions
- Updated 2026
Taught by Raman Singh
- 7h 12m of on-demand video
- 80 lectures across 14 sections
- One-off payment — no subscription
- Lifetime access on web and mobile
- Closed captions (English)
Curriculum
14 sections80 lectures7h 12m total
- The Roadmap7:11
- Getting Repository Access and Setting Up the BankStack AI Workspace1:24
- From Banking APIs to Enterprise AI3:21
- What Is an LLM?3:45
- Deterministic vs Probabilistic Systems3:05
- LLM Capability Types: Reasoning, Retrieval, and Tools6:25
- Hallucination6:52
- AI Architecture - The Three Layers4:26
- The BankStack AI Constitution6:33
- Technology Stack Selection2:08
- Setting Up Ollama and Running Your First Local Model3:45
- Your First AI-Powered Spring Boot Application5:16
- Understanding Temperature, Top-P, and Token Limits4:41
- System Prompts and User Prompts — The Instruction Layer of AI3:10
- Prompt Contracts — The Policy Assistant and the Security Gate4:35
- The EvalHarness Part -16:50
- The Eval Harness Part -27:19
- Why RAG?4:20
- RAG Mental Model: INGESTION + RETRIEVAL2:09
- Embeddings4:25
- Storing Embeddings With PGVECTOR5:02
- Why Structured Documents Matter2:34
- Ingestion Pipeline Overview4:09
- Code Walkthrough - Ingestion5:37
- Ingestion Demo7:56
- Retrieval Pipeline Overview7:34
- Hybrid Search11:46
- Permission AND Policy Validity Filtering4:24
- Reranking The Retrieved Evidence5:31
- Relevance Gate and Citation-Ready Context Assembly5:28
- CTIDR PROMPT, Generation, CITATION Verification, AND MEMORY5:28
- RAG Retrieval Demo: From Question to Verified Answer13:36
About this course
AI Usage Disclosure This course includes the use of artificial intelligence technologies for educational demonstration. Technology Stack: Spring Boot, Spring AI, Java, Ollama, PostgreSQL, PGVector, Model Context Protocol (MCP) Course Overview Enterprise AI for Banking with Spring AI, RAG, MCP & Agents is a hands-on, architecture-driven course that demonstrates how governed AI capabilities can be added to a realistic Spring Boot banking platform. Everything built in this course is a working educational prototype.…
Before you start
- Learners should be comfortable with Java, Spring AI and Spring Boot
- Basic understanding of REST APIs, controllers, services, DTOs, configuration, and dependency injection is expected.
- Familiarity with microservice architecture concepts such as service boundaries, API communication, security boundaries, and event-driven systems will be helpful.
- Basic knowledge of Spring Security, JWT, OAuth2, or role-based access control will help learners understand the banking security flows.
- Some exposure to Spring AI, LLMs, prompts, embeddings, RAG, or tool calling is useful, although the course explains the architecture as we build.
- Learners should be comfortable reading and navigating a larger enterprise-style codebase. This course focuses on architecture, important code paths, design decisions, and demos, not line-by-line coding of every file.
- t is highly recommended, but not mandatory, to complete my first course, Spring Boot Microservices: Banking & Payment System Design, because this course builds on the BankStack platform, APIs, services, payment flows, and security model introduced there.
- Learners should bring engineering curiosity. You may need to pause, debug, search documentation, inspect logs, and experiment while working through the system.
Who it’s for
- Java and Spring Boot developers who want to move beyond basic AI demos and learn how LLMs, RAG, MCP, tools, memory, workflows, and multi-agent systems fit into enterprise architecture.
Related
More in IT & Software
Agile SQA Tester & Scrum Master Bundle 2026
Dr. Tahira
5.0 (279)·2h 14m · 33 lectures$3.00$12–$199up to −98%IT Support Quiz Course and Notes - IT Fundamentals
MD Diallo
5.0 (255)·1h 56m · 26 lectures$3.00$12–$199up to −98%The Ultimate Cisco CCNA Packet Tracer Project
Bassam Alkaff • Remote Author @ INE • CCDP, CCNPx3, VCP
5.0 (210)·3h 14m · 57 lectures$3.00$12–$199up to −98%
$3.00$12–$199