Gradient CodeComplete Generative AI Course RAG, AI Agents & Deployment Enroll

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IntroductionModule 1 · 3 lessons

Introductionvideo · Preview
What you will learnvideo · Preview
Environment Setup Python, IDEs & Dev Toolsvideo · Preview

Generative AI – FoundationModule 2 · 3 lessons

AI vs ML vs DL vs GenAIvideo
Large Language Modelsvideo
Transformer - architecturevideo

Accessing LLMs in PythonModule 3 · 6 lessons

OpenAI LLMs (Proprietary)video
Gemini LLMs (Proprietary)video
Groq LLMs (Open-Source)video
Ollama (Open-Source & Local)video
Accessing LLMs via LangChainvideo
Accessing LLMs via LlamaIndexvideo

Prompt EngineeringModule 4 · 3 lessons

Using Prompt Templatevideo
Zero-shot Promptingvideo
Few-shot Promptingvideo

Building Generative AI ChatbotsModule 5 · 4 lessons

Building a chatbot with LangChainvideo
Building a chatbot with Llamaindexvideo
GenAI Chatbot with Streamlit UIvideo
Deploy GenAI Chatbot on Streamlit Cloudvideo

RAG - Retrieval-Augmented GenerationModule 6 · 4 lessons

Understanding RAGvideo
Building a RAG system in Python with LangChainvideo
Building a RAG system in Python with Llamaindexvideo
Build a PDF question-answering RAG app with Streamlitvideo

AI AgentsModule 7 · 4 lessons

Understanding AI Agentsvideo
Build AI Agent with PydanticAIvideo
Build AI Agent with Microsoft's AutoGenvideo
Multi-Agent system with CrewAIvideo

Capstone Projects – Build and Deploy Real-World AI SolutionsModule 10 · 18 lessons

Section 10 - Capstone Projects - Real-World GenAI Applicationsvideo
Project 1 - ConvoPro – Private ChatGPT Clonevideo
Project 1 - ConvoPro - DB & Environment Setupvideo
Project 1 - ConvoPro - Implementationvideo
Project 1 - ConvoPro - Deploy on EC2video
Project 2 - StudyPal – RAG-Powered AI Study Assistantvideo
Project 2 - StudyPal - Environment Setupvideo
Project 2 - StudyPal - Document Ingestionvideo
Project 2 - StudyPal - RAG Pipeline Implementationvideo
Project 2 - StudyPal - EC2 Deploymentvideo
Project 3 - AstraRAG - Agentic RAG Chatbot - Production-Gradevideo
Project 3 - AstraRAG - Environment Setupvideo
Project 3 - AstraRAG - Document Ingestion Pipelinevideo
Project 3 - AstraRAG - Build RAG Agentvideo
Project 3 - AstraRAG - Build Backend & Frontendvideo
Project 3 - AstraRAG - Deploy locally with Dockervideo
Project 3 - AstraRAG - EC2 Deployment with Dockervideo
Conclusionvideo

Bonus 1 LLM Fine-TuningModule 11 · 1 lessons

LLM Fine Tuning with LoRA on Google Colab Text to SQLvideo

Bonus 2 Additional TopicsModule 12 · 7 lessons

Tokens & Tokenizersvideo
Tokenization Hands-Onvideo
ReAct Agents - Explainedvideo
Building ReAct Agent from Scratchvideo
Build AI Agents with LangChain V1video
LLM as a Judgevideo
Agent Builder - Build Trading Assistant workflowvideo

Practice

Practice questions Saved questions Interview prep

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Resources

Coding problems Resources My notes

Career

Certificate Internship

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Complete Generative AI Course RAG, AI Agents & Deployment
Prompt Engineering
Lesson 15

Few-shot Prompting

Lesson 15 of 53

Part of “Prompt Engineering”. No written material for this lesson.

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