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Generative AI with Python

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Course Overview

Schedule of Classes

Course Curriculum

1 Subject

Generative AI

17 Learning Materials

Introduction to Gen AI

Introduction to Generative AI - Theory

PDF

Prompting Styles for Gen AI

Prompting Styles for Gen AI

PDF

System Prompts for Famous AI Apps

External Link

Gen AI with Tool Calling

Function Calling Using AI

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Multi Tool Calling Workflow

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Retrieval Augmented Generation

Vector Databases Comparison Table

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Common RAG Pattern

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RAG Workflow

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LangGraph

LangGraph Theory

PDF

LangGraph Retry Loop Workflow

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LangGraph with Memories Workflow

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Model Context Protocol (MCP)

MCP Server & Client Architecture

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AI Voice Agent in Enterprise Usage

AI Based Meeting Notes Software Architecture

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End to End Voice Processing with AI

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Generative AI Observability

Generative AI with Prometheus and Grafana

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Cost Optimization with Caching Strategies

Direct Caching

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Semantic Caching

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Course Instructor