THE REAL WORLD
GENERATIVE AI
APPLICATION
WORKSHOP
WITH PYTHON
Learn how to effectively use Generative AI for real world applications
Learn from Industry Experts, get mentored and guided
Learn how to customize and optimize AI tools
Ask Questions, get answers!
Get Hands-on!
Sat-Sun, 21st & 22nd August 2025, 12pm to 4pm
9822033959
WHAT WE'LL COVER
SATURDAY
GenAI Tools Customization
Langchain Framework
-
Introduction to Langchain framework
-
Chains vs Agents
-
Tool Usage, Conversational memory
-
DataFrame Agents
Retrieval-Augmented Generation (RAG)
-
When to use RAG?
-
RAG Architecture
-
VectorDB, Retriever and LLM
-
Token Limitations
-
Chunking Strategies
-
Hallucination Prevention
Introduction to Prompt Engineering
-
What is prompt engineering?
-
Prompt Vs Instruction vs System Message
-
Types of Prompts
-
Principles of effective prompting
Building a ChatBot
-
Memory and context handling
-
Tools to build Chatbots
-
Langchain, Gradio, OpenAI Chat APIs
-
Chatbot flow design
WHAT WE'LL COVER
SUNDAY
Elements of Agentic AI
Foundations of Agentic AI
-
What is Agentic AI?
-
LLMs to Autonomous agents
-
Agent workflows, memory, reasoning and planning
-
Overview if agentic frameworks
Agent Workflows
-
Introduction to Agent Workflows
-
Workflow tools
-
Handling agent failures
-
Memory & Planning
Structured Agents
-
OpenAI's native function calling agents
-
Step-by-step function definitions
-
API chaining with memory
Multi Agent Systems
-
Multi agent chat orchestration
-
Roles: User Proxy, code executor, critic agent
-
Crew AI and LangGraph
REAL WORLD GENAI APPLICATION WORKSHOP
SIGN-UP FORM
at only ₹ 2000