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3rd Floor, Sahay Complex, Near IIM Tiraha, Lucknow | Admissions Open 2026–27
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AI & Generative AI High demand 2026

Agentic AI Engineering Course in Lucknow & Online

Build AI agents that reason, use tools and get work done.

Course at a glance
Agentic AI Engineering at BPST Academy, Lucknow is a 3 – 5 months course covering LLM Foundations & Prompting, RAG & Vector Databases, Tool Calling & MCP, Agent Frameworks. It suits developers, B.Tech/MCA final-year students and working professionals with basic Python. Classes run in the Lucknow classroom and live online. Until Diwali (8 Nov 2026) you can pre-book a seat for ₹49, adjusted in the course fee.
Duration
3 – 5 Months
Level
Intermediate
Mode
Classroom · Online
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₹49 till Diwali
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Reserve your seat in the next Agentic AI Engineering batch. Adjusted in your course fee.

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What Is the Agentic AI Engineering Course?

Go beyond chatbots. Learn to build production AI agents with LLM APIs, RAG, LangGraph and CrewAI, connect them to real tools through function calling and MCP, and ship them with evaluation, guardrails and tracing.

Who is it for?

Developers, B.Tech/MCA final-year students and working professionals with basic Python.

Prerequisites

Basic Python (functions, lists, dictionaries). Our Python Basic course covers this if needed.

Agentic AI Engineering Syllabus — Module by Module

Module 01
LLM Foundations & Prompting
  • How LLMs work: tokens, context, temperature
  • Prompt patterns & structured output
  • OpenAI, Claude & Gemini APIs
  • Cost and latency control
Module 02
RAG & Vector Databases
  • Embeddings & chunking strategies
  • FAISS, Chroma & pgvector
  • Hybrid search & re-ranking
  • Citations and grounding
Module 03
Tool Calling & MCP
  • Function / tool calling
  • Model Context Protocol (MCP) servers
  • Calling REST APIs & databases
  • Safe action design
Module 04
Agent Frameworks
  • LangGraph state machines
  • CrewAI & AutoGen multi-agent teams
  • Planning, memory & reflection
  • Human-in-the-loop approvals
Module 05
Evaluation & Guardrails
  • LLM evals & test sets
  • Hallucination & safety checks
  • Tracing with LangSmith
  • Prompt-injection defence
Module 06
Deploying Agents
  • FastAPI backends & streaming
  • Docker & cloud deployment
  • Monitoring & cost dashboards
  • Capstone demo day

Projects, Outcomes & Tools

Projects you build

  • Customer-support agent with RAG over company docs
  • Multi-agent research & report writer
  • Email/CRM automation agent with human approval

You will be able to

  • Design and ship an AI agent end-to-end
  • Build reliable RAG pipelines with citations
  • Evaluate and monitor LLM apps in production
  • Explain agent architecture confidently in interviews

Tools & tech

PythonOpenAI / Claude / Gemini APIsLangChainLangGraphCrewAIMCPFAISS / ChromaFastAPIDockerLangSmith

Maps to Microsoft AI-102 and AWS Certified AI Practitioner

How Is Agentic AI Engineering Taught at BPST Academy?

Every batch follows our simulated software-company model: fundamentals first, daily hands-on coding, team formation with real roles, Agile sprints with daily stand-ups, code reviews, testing and live deployment — guided by working IT professionals who act as your project managers.

Daily hands-on practice

Write and debug code in every session, not just watch slides.

Mentor as project manager

Sprints, pull-request reviews and deadlines like a real team.

Live, demo-able projects

Your work goes on GitHub and a live URL recruiters can open.

Agentic AI Engineering — Frequently Asked Questions

Agentic AI Engineering runs for 3 – 5 Months. You can study in the Lucknow classroom (3rd Floor, Sahay Complex, Near IIM Tiraha) or join the same batch live online from anywhere in India.

Developers, B.Tech/MCA final-year students and working professionals with basic Python. Prerequisite: Basic Python (functions, lists, dictionaries). Our Python Basic course covers this if needed.

The course fee depends on the duration and mode you choose and is shared with you on WhatsApp right after pre-booking. As a Diwali gift, you can reserve your seat for just ₹49 until 8 November 2026 (23:59 IST). The ₹49 is adjusted in your course fee.

Yes. Maps to Microsoft AI-102 and AWS Certified AI Practitioner. You also leave with project work you can show to employers.

Yes — we provide job assistance: resume and LinkedIn/Naukri profile reviews, mock technical and HR interviews, and relevant interview opportunities. We do not make placement-guarantee claims; we make sure your skills and portfolio are genuinely job-ready.

Last updated 2026-09-25

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